@@ -906,8 +906,10 @@ def cla(self):
906906        self .containers  =  []
907907
908908        self .grid (self ._gridOn , which = rcParams ['axes.grid.which' ])
909-         props  =  font_manager .FontProperties (size = rcParams ['axes.titlesize' ],
910-                                         weight = rcParams ['axes.titleweight' ])
909+         props  =  font_manager .FontProperties (
910+                     size = rcParams ['axes.titlesize' ],
911+                     weight = rcParams ['axes.titleweight' ]
912+                 )
911913
912914        self .titleOffsetTrans  =  mtransforms .ScaledTranslation (
913915            0.0 , 5.0  /  72.0 , self .figure .dpi_scale_trans )
@@ -1179,7 +1181,7 @@ def apply_aspect(self, position=None):
11791181        else :
11801182            A  =  aspect 
11811183
1182-         #Ensure at drawing time that any Axes involved in axis-sharing 
1184+         #  Ensure at drawing time that any Axes involved in axis-sharing 
11831185        # does not have its position changed. 
11841186        if  self  in  self ._shared_x_axes  or  self  in  self ._shared_y_axes :
11851187            if  self ._adjustable  ==  'box' :
@@ -1218,10 +1220,8 @@ def apply_aspect(self, position=None):
12181220        data_ratio  =  box_aspect  /  A 
12191221
12201222        y_expander  =  (data_ratio  *  xsize  /  ysize  -  1.0 )
1221-         #print 'y_expander', y_expander 
12221223        # If y_expander > 0, the dy/dx viewLim ratio needs to increase 
12231224        if  abs (y_expander ) <  0.005 :
1224-             #print 'good enough already' 
12251225            return 
12261226
12271227        if  aspect_scale_mode  ==  "log" :
@@ -1241,30 +1241,25 @@ def apply_aspect(self, position=None):
12411241        Xsize  =  ysize  /  data_ratio 
12421242        Xmarg  =  Xsize  -  xr 
12431243        Ymarg  =  Ysize  -  yr 
1244-         xm  =  0   # Setting these targets to, e.g., 0.05*xr does not seem to 
1245-                 # help. 
1244+         xm  =  0   # Setting these targets to, e.g., 0.05*xr does not seem to help 
12461245        ym  =  0 
1247-         #print 'xmin, xmax, ymin, ymax', xmin, xmax, ymin, ymax 
1248-         #print 'xsize, Xsize, ysize, Ysize', xsize, Xsize, ysize, Ysize 
12491246
1250-         changex  =  (self  in  self ._shared_y_axes 
1251-                    and   self  not  in self ._shared_x_axes )
1252-         changey  =  (self  in  self ._shared_x_axes 
1253-                    and   self  not  in self ._shared_y_axes )
1247+         changex  =  (self  in  self ._shared_y_axes   and 
1248+                    self  not  in self ._shared_x_axes )
1249+         changey  =  (self  in  self ._shared_x_axes   and 
1250+                    self  not  in self ._shared_y_axes )
12541251        if  changex  and  changey :
12551252            warnings .warn ("adjustable='datalim' cannot work with shared " 
12561253                          "x and y axes" )
12571254            return 
12581255        if  changex :
12591256            adjust_y  =  False 
12601257        else :
1261-             #print 'xmarg, ymarg, Xmarg, Ymarg', xmarg, ymarg, Xmarg, Ymarg 
12621258            if  xmarg  >  xm  and  ymarg  >  ym :
1263-                 adjy  =  ((Ymarg  >  0  and  y_expander  <  0 )
1264-                         or   (Xmarg  <  0  and  y_expander  >  0 ))
1259+                 adjy  =  ((Ymarg  >  0  and  y_expander  <  0 )  or 
1260+                         (Xmarg  <  0  and  y_expander  >  0 ))
12651261            else :
12661262                adjy  =  y_expander  >  0 
1267-             #print 'y_expander, adjy', y_expander, adjy 
12681263            adjust_y  =  changey  or  adjy   # (Ymarg > xmarg) 
12691264        if  adjust_y :
12701265            yc  =  0.5  *  (ymin  +  ymax )
@@ -1274,8 +1269,6 @@ def apply_aspect(self, position=None):
12741269                self .set_ybound ((10.  **  y0 , 10.  **  y1 ))
12751270            else :
12761271                self .set_ybound ((y0 , y1 ))
1277-             #print 'New y0, y1:', y0, y1 
1278-             #print 'New ysize, ysize/xsize', y1-y0, (y1-y0)/xsize 
12791272        else :
12801273            xc  =  0.5  *  (xmin  +  xmax )
12811274            x0  =  xc  -  Xsize  /  2.0 
@@ -1284,8 +1277,6 @@ def apply_aspect(self, position=None):
12841277                self .set_xbound ((10.  **  x0 , 10.  **  x1 ))
12851278            else :
12861279                self .set_xbound ((x0 , x1 ))
1287-             #print 'New x0, x1:', x0, x1 
1288-             #print 'New xsize, ysize/xsize', x1-x0, ysize/(x1-x0) 
12891280
12901281    def  axis (self , * v , ** kwargs ):
12911282        """ 
@@ -1402,7 +1393,7 @@ def get_yticklines(self):
14021393        return  cbook .silent_list ('Line2D ytickline' ,
14031394                                 self .yaxis .get_ticklines ())
14041395
1405-     ####  Adding and tracking artists 
1396+     # Adding and tracking artists 
14061397
14071398    def  _sci (self , im ):
14081399        """ 
@@ -1588,7 +1579,7 @@ def _update_patch_limits(self, patch):
15881579            xys  =  patch .get_patch_transform ().transform (vertices )
15891580            if  patch .get_data_transform () !=  self .transData :
15901581                patch_to_data  =  (patch .get_data_transform () - 
1591-                                      self .transData )
1582+                                  self .transData )
15921583                xys  =  patch_to_data .transform (xys )
15931584
15941585            updatex , updatey  =  patch .get_transform ().\
@@ -1689,26 +1680,22 @@ def _process_unit_info(self, xdata=None, ydata=None, kwargs=None):
16891680        if  self .xaxis  is  None  or  self .yaxis  is  None :
16901681            return 
16911682
1692-         #print 'processing', self.get_geometry() 
16931683        if  xdata  is  not None :
16941684            # we only need to update if there is nothing set yet. 
16951685            if  not  self .xaxis .have_units ():
16961686                self .xaxis .update_units (xdata )
1697-             #print '\tset from xdata', self.xaxis.units 
16981687
16991688        if  ydata  is  not None :
17001689            # we only need to update if there is nothing set yet. 
17011690            if  not  self .yaxis .have_units ():
17021691                self .yaxis .update_units (ydata )
1703-             #print '\tset from ydata', self.yaxis.units 
17041692
17051693        # process kwargs 2nd since these will override default units 
17061694        if  kwargs  is  not None :
17071695            xunits  =  kwargs .pop ('xunits' , self .xaxis .units )
17081696            if  self .name  ==  'polar' :
17091697                xunits  =  kwargs .pop ('thetaunits' , xunits )
17101698            if  xunits  !=  self .xaxis .units :
1711-                 #print '\tkw setting xunits', xunits 
17121699                self .xaxis .set_units (xunits )
17131700                # If the units being set imply a different converter, 
17141701                # we need to update. 
@@ -1719,7 +1706,6 @@ def _process_unit_info(self, xdata=None, ydata=None, kwargs=None):
17191706            if  self .name  ==  'polar' :
17201707                yunits  =  kwargs .pop ('runits' , yunits )
17211708            if  yunits  !=  self .yaxis .units :
1722-                 #print '\tkw setting yunits', yunits 
17231709                self .yaxis .set_units (yunits )
17241710                # If the units being set imply a different converter, 
17251711                # we need to update. 
@@ -1937,7 +1923,7 @@ def autoscale_view(self, tight=None, scalex=True, scaley=True):
19371923        if  scalex  and  self ._autoscaleXon :
19381924            xshared  =  self ._shared_x_axes .get_siblings (self )
19391925            dl  =  [ax .dataLim  for  ax  in  xshared ]
1940-             #ignore non-finite data limits if good limits exist 
1926+             #  ignore non-finite data limits if good limits exist 
19411927            finite_dl  =  [d  for  d  in  dl  if  np .isfinite (d ).all ()]
19421928            if  len (finite_dl ):
19431929                dl  =  finite_dl 
@@ -1963,7 +1949,7 @@ def autoscale_view(self, tight=None, scalex=True, scaley=True):
19631949        if  scaley  and  self ._autoscaleYon :
19641950            yshared  =  self ._shared_y_axes .get_siblings (self )
19651951            dl  =  [ax .dataLim  for  ax  in  yshared ]
1966-             #ignore non-finite data limits if good limits exist 
1952+             #  ignore non-finite data limits if good limits exist 
19671953            finite_dl  =  [d  for  d  in  dl  if  np .isfinite (d ).all ()]
19681954            if  len (finite_dl ):
19691955                dl  =  finite_dl 
@@ -1984,7 +1970,7 @@ def autoscale_view(self, tight=None, scalex=True, scaley=True):
19841970                y0 , y1  =  ylocator .view_limits (y0 , y1 )
19851971            self .set_ybound (y0 , y1 )
19861972
1987-     ####  Drawing 
1973+     # Drawing 
19881974
19891975    @allow_rasterization  
19901976    def  draw (self , renderer = None , inframe = False ):
@@ -2056,7 +2042,7 @@ def draw(self, renderer=None, inframe=False):
20562042        # if the minimum zorder is negative, start rasterization 
20572043        rasterization_zorder  =  self ._rasterization_zorder 
20582044        if  (rasterization_zorder  is  not None  and 
2059-             len (dsu ) >  0  and  dsu [0 ][0 ] <  rasterization_zorder ):
2045+                  len (dsu ) >  0  and  dsu [0 ][0 ] <  rasterization_zorder ):
20602046            renderer .start_rasterizing ()
20612047            dsu_rasterized  =  [l  for  l  in  dsu  if  l [0 ] <  rasterization_zorder ]
20622048            dsu  =  [l  for  l  in  dsu  if  l [0 ] >=  rasterization_zorder ]
@@ -2133,7 +2119,7 @@ def redraw_in_frame(self):
21332119    def  get_renderer_cache (self ):
21342120        return  self ._cachedRenderer 
21352121
2136-     ####  Axes rectangle characteristics 
2122+     # Axes rectangle characteristics 
21372123
21382124    def  get_frame_on (self ):
21392125        """ 
@@ -2430,7 +2416,7 @@ def set_axis_bgcolor(self, color):
24302416        self ._axisbg  =  color 
24312417        self .patch .set_facecolor (color )
24322418
2433-     ###  data limits, ticks, tick labels, and formatting 
2419+     # data limits, ticks, tick labels, and formatting 
24342420
24352421    def  invert_xaxis (self ):
24362422        "Invert the x-axis." 
@@ -2575,7 +2561,7 @@ def set_xlim(self, left=None, right=None, emit=True, auto=False, **kw):
25752561                    other .set_xlim (self .viewLim .intervalx ,
25762562                                   emit = False , auto = auto )
25772563                    if  (other .figure  !=  self .figure  and 
2578-                         other .figure .canvas  is  not None ):
2564+                              other .figure .canvas  is  not None ):
25792565                        other .figure .canvas .draw_idle ()
25802566
25812567        return  left , right 
@@ -2910,8 +2896,8 @@ def get_yticklabels(self, minor=False, which=None):
29102896           List of :class:`~matplotlib.text.Text` instances. 
29112897        """ 
29122898        return  cbook .silent_list ('Text yticklabel' ,
2913-                                    self .yaxis .get_ticklabels (minor = minor ,
2914-                                                              which = which ))
2899+                                  self .yaxis .get_ticklabels (minor = minor ,
2900+                                                            which = which ))
29152901
29162902    @docstring .dedent_interpd  
29172903    def  set_yticklabels (self , labels , fontdict = None , minor = False , ** kwargs ):
@@ -3004,7 +2990,7 @@ def minorticks_off(self):
30042990        self .xaxis .set_minor_locator (mticker .NullLocator ())
30052991        self .yaxis .set_minor_locator (mticker .NullLocator ())
30062992
3007-     ####  Interactive manipulation 
2993+     # Interactive manipulation 
30082994
30092995    def  can_zoom (self ):
30102996        """ 
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