classmatplotlib.collections.CircleCollection(sizes, **kwargs)[source]
 
Bases: matplotlib.collections._CollectionWithSizes A collection of circles, drawn using splines.  Parameters 
 
sizesfloat or array-like


The area of each circle in points^2.  **kwargs

Forwarded to Collection.       add_callback(func)[source]
 
Add a callback function that will be called whenever one of the Artist's properties changes.  Parameters 
 
funccallable


The callback function. It must have the signature: def func(artist: Artist) -> Any
 where artist is the calling Artist. Return values may exist but are ignored.    Returns 
 int

The observer id associated with the callback. This id can be used for removing the callback with remove_callback later.      See also  remove_callback
  
   autoscale()[source]
 
Autoscale the scalar limits on the norm instance using the current array 
   autoscale_None()[source]
 
Autoscale the scalar limits on the norm instance using the current array, changing only limits that are None 
   propertyaxes
 
The Axes instance the artist resides in, or None. 
   propertycallbacksSM[source]

   changed()[source]
 
Call this whenever the mappable is changed to notify all the callbackSM listeners to the 'changed' signal. 
   colorbar
 
The last colorbar associated with this ScalarMappable. May be None. 
   contains(mouseevent)[source]
 
Test whether the mouse event occurred in the collection. Returns bool, dict(ind=itemlist), where every item in itemlist contains the event. 
   convert_xunits(x)[source]
 
Convert x using the unit type of the xaxis. If the artist is not in contained in an Axes or if the xaxis does not have units, x itself is returned. 
   convert_yunits(y)[source]
 
Convert y using the unit type of the yaxis. If the artist is not in contained in an Axes or if the yaxis does not have units, y itself is returned. 
   draw(renderer)[source]
 
Draw the Artist (and its children) using the given renderer. This has no effect if the artist is not visible (Artist.get_visible returns False).  Parameters 
 
rendererRendererBase subclass.

   Notes This method is overridden in the Artist subclasses. 
   findobj(match=None, include_self=True)[source]
 
Find artist objects. Recursively find all Artist instances contained in the artist.  Parameters 
 match

A filter criterion for the matches. This can be  
None: Return all objects contained in artist. A function with signature def match(artist: Artist) -> bool. The result will only contain artists for which the function returns True. A class instance: e.g., Line2D. The result will only contain artists of this class or its subclasses (isinstance check).   
include_selfbool


Include self in the list to be checked for a match.    Returns 
 list of Artist

   
   format_cursor_data(data)[source]
 
Return a string representation of data.  Note This method is intended to be overridden by artist subclasses. As an end-user of Matplotlib you will most likely not call this method yourself.  The default implementation converts ints and floats and arrays of ints and floats into a comma-separated string enclosed in square brackets, unless the artist has an associated colorbar, in which case scalar values are formatted using the colorbar's formatter.  See also  get_cursor_data
  
   get_agg_filter()[source]
 
Return filter function to be used for agg filter. 
   get_alpha()[source]
 
Return the alpha value used for blending - not supported on all backends. 
   get_animated()[source]
 
Return whether the artist is animated. 
   get_array()[source]
 
Return the array of values, that are mapped to colors. The base class ScalarMappable does not make any assumptions on the dimensionality and shape of the array. 
   get_capstyle()[source]

   get_children()[source]
 
Return a list of the child Artists of this Artist. 
   get_clim()[source]
 
Return the values (min, max) that are mapped to the colormap limits. 
   get_clip_box()[source]
 
Return the clipbox. 
   get_clip_on()[source]
 
Return whether the artist uses clipping. 
   get_clip_path()[source]
 
Return the clip path. 
   get_cmap()[source]
 
Return the Colormap instance. 
   get_cursor_data(event)[source]
 
Return the cursor data for a given event.  Note This method is intended to be overridden by artist subclasses. As an end-user of Matplotlib you will most likely not call this method yourself.  Cursor data can be used by Artists to provide additional context information for a given event. The default implementation just returns None. Subclasses can override the method and return arbitrary data. However, when doing so, they must ensure that format_cursor_data can convert the data to a string representation. The only current use case is displaying the z-value of an AxesImage in the status bar of a plot window, while moving the mouse.  Parameters 
 
eventmatplotlib.backend_bases.MouseEvent

    See also  format_cursor_data
  
   get_dashes()[source]
 
Alias for get_linestyle. 
   get_datalim(transData)[source]

   get_ec()[source]
 
Alias for get_edgecolor. 
   get_edgecolor()[source]

   get_edgecolors()[source]
 
Alias for get_edgecolor. 
   get_facecolor()[source]

   get_facecolors()[source]
 
Alias for get_facecolor. 
   get_fc()[source]
 
Alias for get_facecolor. 
   get_figure()[source]
 
Return the Figure instance the artist belongs to. 
   get_fill()[source]
 
Return whether face is colored. 
   get_gid()[source]
 
Return the group id. 
   get_hatch()[source]
 
Return the current hatching pattern. 
   get_in_layout()[source]
 
Return boolean flag, True if artist is included in layout calculations. E.g. Constrained Layout Guide, Figure.tight_layout(), and fig.savefig(fname, bbox_inches='tight'). 
   get_joinstyle()[source]

   get_label()[source]
 
Return the label used for this artist in the legend. 
   get_linestyle()[source]

   get_linestyles()[source]
 
Alias for get_linestyle. 
   get_linewidth()[source]

   get_linewidths()[source]
 
Alias for get_linewidth. 
   get_ls()[source]
 
Alias for get_linestyle. 
   get_lw()[source]
 
Alias for get_linewidth. 
   get_offset_transform()[source]
 
Return the Transform instance used by this artist offset. 
   get_offsets()[source]
 
Return the offsets for the collection. 
   get_path_effects()[source]

   get_paths()[source]

   get_picker()[source]
 
Return the picking behavior of the artist. The possible values are described in set_picker.  See also  
set_picker, pickable, pick

  
   get_pickradius()[source]

   get_rasterized()[source]
 
Return whether the artist is to be rasterized. 
   get_sizes()[source]
 
Return the sizes ('areas') of the elements in the collection.  Returns 
 array

The 'area' of each element.     
   get_sketch_params()[source]
 
Return the sketch parameters for the artist.  Returns 
 tuple or None

A 3-tuple with the following elements:  
scale: The amplitude of the wiggle perpendicular to the source line. 
length: The length of the wiggle along the line. 
randomness: The scale factor by which the length is shrunken or expanded.  Returns None if no sketch parameters were set.     
   get_snap()[source]
 
Return the snap setting. See set_snap for details. 
   get_tightbbox(renderer)[source]
 
Like Artist.get_window_extent, but includes any clipping.  Parameters 
 
rendererRendererBase subclass


renderer that will be used to draw the figures (i.e. fig.canvas.get_renderer())    Returns 
 Bbox

The enclosing bounding box (in figure pixel coordinates).     
   get_transform()[source]
 
Return the Transform instance used by this artist. 
   get_transformed_clip_path_and_affine()[source]
 
Return the clip path with the non-affine part of its transformation applied, and the remaining affine part of its transformation. 
   get_transforms()[source]

   get_url()[source]
 
Return the url. 
   get_urls()[source]
 
Return a list of URLs, one for each element of the collection. The list contains None for elements without a URL. See Hyperlinks for an example. 
   get_visible()[source]
 
Return the visibility. 
   get_window_extent(renderer)[source]
 
Get the artist's bounding box in display space. The bounding box' width and height are nonnegative. Subclasses should override for inclusion in the bounding box "tight" calculation. Default is to return an empty bounding box at 0, 0. Be careful when using this function, the results will not update if the artist window extent of the artist changes. The extent can change due to any changes in the transform stack, such as changing the axes limits, the figure size, or the canvas used (as is done when saving a figure). This can lead to unexpected behavior where interactive figures will look fine on the screen, but will save incorrectly. 
   get_zorder()[source]
 
Return the artist's zorder. 
   have_units()[source]
 
Return whether units are set on any axis. 
   is_transform_set()[source]
 
Return whether the Artist has an explicitly set transform. This is True after set_transform has been called. 
   propertymouseover
 
If this property is set to True, the artist will be queried for custom context information when the mouse cursor moves over it. See also get_cursor_data(), ToolCursorPosition and NavigationToolbar2. 
   propertynorm

   pchanged()[source]
 
Call all of the registered callbacks. This function is triggered internally when a property is changed.  See also  add_callback
remove_callback
  
   pick(mouseevent)[source]
 
Process a pick event. Each child artist will fire a pick event if mouseevent is over the artist and the artist has picker set.  See also  
set_picker, get_picker, pickable

  
   pickable()[source]
 
Return whether the artist is pickable.  See also  
set_picker, get_picker, pick

  
   properties()[source]
 
Return a dictionary of all the properties of the artist. 
   remove()[source]
 
Remove the artist from the figure if possible. The effect will not be visible until the figure is redrawn, e.g., with FigureCanvasBase.draw_idle. Call relim to update the axes limits if desired. Note: relim will not see collections even if the collection was added to the axes with autolim = True. Note: there is no support for removing the artist's legend entry. 
   remove_callback(oid)[source]
 
Remove a callback based on its observer id.  See also  add_callback
  
   set(*, agg_filter=<UNSET>, alpha=<UNSET>, animated=<UNSET>, antialiased=<UNSET>, array=<UNSET>, capstyle=<UNSET>, clim=<UNSET>, clip_box=<UNSET>, clip_on=<UNSET>, clip_path=<UNSET>, cmap=<UNSET>, color=<UNSET>, edgecolor=<UNSET>, facecolor=<UNSET>, gid=<UNSET>, hatch=<UNSET>, in_layout=<UNSET>, joinstyle=<UNSET>, label=<UNSET>, linestyle=<UNSET>, linewidth=<UNSET>, norm=<UNSET>, offset_transform=<UNSET>, offsets=<UNSET>, path_effects=<UNSET>, picker=<UNSET>, pickradius=<UNSET>, rasterized=<UNSET>, sizes=<UNSET>, sketch_params=<UNSET>, snap=<UNSET>, transform=<UNSET>, url=<UNSET>, urls=<UNSET>, visible=<UNSET>, zorder=<UNSET>)[source]
 
Set multiple properties at once. Supported properties are   
Property Description   
agg_filter a filter function, which takes a (m, n, 3) float array and a dpi value, and returns a (m, n, 3) array  
alpha array-like or scalar or None  
animated bool  
antialiased or aa or antialiaseds bool or list of bools  
array array-like or None  
capstyle CapStyle or {'butt', 'projecting', 'round'}  
clim (vmin: float, vmax: float)  
clip_box Bbox  
clip_on bool  
clip_path Patch or (Path, Transform) or None  
cmap Colormap or str or None  
color color or list of rgba tuples  
edgecolor or ec or edgecolors color or list of colors or 'face'  
facecolor or facecolors or fc color or list of colors  
figure Figure  
gid str  
hatch {'/', '\', '|', '-', '+', 'x', 'o', 'O', '.', '*'}  
in_layout bool  
joinstyle JoinStyle or {'miter', 'round', 'bevel'}  
label object  
linestyle or dashes or linestyles or ls str or tuple or list thereof  
linewidth or linewidths or lw float or list of floats  
norm Normalize or None  
offset_transform Transform  
offsets (N, 2) or (2,) array-like  
path_effects AbstractPathEffect  
picker None or bool or float or callable  
pickradius float  
rasterized bool  
sizes ndarray or None  
sketch_params (scale: float, length: float, randomness: float)  
snap bool or None  
transform Transform  
url str  
urls list of str or None  
visible bool  
zorder float   
   set_aa(aa)[source]
 
Alias for set_antialiased. 
   set_agg_filter(filter_func)[source]
 
Set the agg filter.  Parameters 
 
filter_funccallable


A filter function, which takes a (m, n, 3) float array and a dpi value, and returns a (m, n, 3) array.     
   set_alpha(alpha)[source]
 
Set the alpha value used for blending - not supported on all backends.  Parameters 
 
alphaarray-like or scalar or None


All values must be within the 0-1 range, inclusive. Masked values and nans are not supported.     
   set_animated(b)[source]
 
Set whether the artist is intended to be used in an animation. If True, the artist is excluded from regular drawing of the figure. You have to call Figure.draw_artist / Axes.draw_artist explicitly on the artist. This appoach is used to speed up animations using blitting. See also matplotlib.animation and Faster rendering by using blitting.  Parameters 
 
bbool

   
   set_antialiased(aa)[source]
 
Set the antialiasing state for rendering.  Parameters 
 
aabool or list of bools

   
   set_antialiaseds(aa)[source]
 
Alias for set_antialiased. 
   set_array(A)[source]
 
Set the value array from array-like A.  Parameters 
 
Aarray-like or None


The values that are mapped to colors. The base class ScalarMappable does not make any assumptions on the dimensionality and shape of the value array A.     
   set_capstyle(cs)[source]
 
Set the CapStyle for the collection (for all its elements).  Parameters 
 
csCapStyle or {'butt', 'projecting', 'round'}

   
   set_clim(vmin=None, vmax=None)[source]
 
Set the norm limits for image scaling.  Parameters 
 
vmin, vmaxfloat


The limits. The limits may also be passed as a tuple (vmin, vmax) as a single positional argument.     
   set_clip_box(clipbox)[source]
 
Set the artist's clip Bbox.  Parameters 
 
clipboxBbox

   
   set_clip_on(b)[source]
 
Set whether the artist uses clipping. When False artists will be visible outside of the axes which can lead to unexpected results.  Parameters 
 
bbool

   
   set_clip_path(path, transform=None)[source]
 
Set the artist's clip path.  Parameters 
 
pathPatch or Path or TransformedPath or None


The clip path. If given a Path, transform must be provided as well. If None, a previously set clip path is removed.  
transformTransform, optional


Only used if path is a Path, in which case the given Path is converted to a TransformedPath using transform.     Notes For efficiency, if path is a Rectangle this method will set the clipping box to the corresponding rectangle and set the clipping path to None. For technical reasons (support of set), a tuple (path, transform) is also accepted as a single positional parameter. 
   set_cmap(cmap)[source]
 
Set the colormap for luminance data.  Parameters 
 
cmapColormap or str or None

   
   set_color(c)[source]
 
Set both the edgecolor and the facecolor.  Parameters 
 
ccolor or list of rgba tuples

    See also  
Collection.set_facecolor, Collection.set_edgecolor


For setting the edge or face color individually.    
   set_dashes(ls)[source]
 
Alias for set_linestyle. 
   set_ec(c)[source]
 
Alias for set_edgecolor. 
   set_edgecolor(c)[source]
 
Set the edgecolor(s) of the collection.  Parameters 
 
ccolor or list of colors or 'face'


The collection edgecolor(s). If a sequence, the patches cycle through it. If 'face', match the facecolor.     
   set_edgecolors(c)[source]
 
Alias for set_edgecolor. 
   set_facecolor(c)[source]
 
Set the facecolor(s) of the collection. c can be a color (all patches have same color), or a sequence of colors; if it is a sequence the patches will cycle through the sequence. If c is 'none', the patch will not be filled.  Parameters 
 
ccolor or list of colors

   
   set_facecolors(c)[source]
 
Alias for set_facecolor. 
   set_fc(c)[source]
 
Alias for set_facecolor. 
   set_figure(fig)[source]
 
Set the Figure instance the artist belongs to.  Parameters 
 
figFigure

   
   set_gid(gid)[source]
 
Set the (group) id for the artist.  Parameters 
 
gidstr

   
   set_hatch(hatch)[source]
 
Set the hatching pattern hatch can be one of: /   - diagonal hatching
\   - back diagonal
|   - vertical
-   - horizontal
+   - crossed
x   - crossed diagonal
o   - small circle
O   - large circle
.   - dots
*   - stars
 Letters can be combined, in which case all the specified hatchings are done. If same letter repeats, it increases the density of hatching of that pattern. Hatching is supported in the PostScript, PDF, SVG and Agg backends only. Unlike other properties such as linewidth and colors, hatching can only be specified for the collection as a whole, not separately for each member.  Parameters 
 
hatch{'/', '\', '|', '-', '+', 'x', 'o', 'O', '.', '*'}

   
   set_in_layout(in_layout)[source]
 
Set if artist is to be included in layout calculations, E.g. Constrained Layout Guide, Figure.tight_layout(), and fig.savefig(fname, bbox_inches='tight').  Parameters 
 
in_layoutbool

   
   set_joinstyle(js)[source]
 
Set the JoinStyle for the collection (for all its elements).  Parameters 
 
jsJoinStyle or {'miter', 'round', 'bevel'}

   
   set_label(s)[source]
 
Set a label that will be displayed in the legend.  Parameters 
 
sobject


s will be converted to a string by calling str.     
   set_linestyle(ls)[source]
 
Set the linestyle(s) for the collection.   
linestyle description   
'-' or 'solid' solid line  
'--' or 'dashed' dashed line  
'-.' or 'dashdot' dash-dotted line  
':' or 'dotted' dotted line   Alternatively a dash tuple of the following form can be provided: (offset, onoffseq),
 where onoffseq is an even length tuple of on and off ink in points.  Parameters 
 
lsstr or tuple or list thereof


Valid values for individual linestyles include {'-', '--', '-.', ':', '', (offset, on-off-seq)}. See Line2D.set_linestyle for a complete description.     
   set_linestyles(ls)[source]
 
Alias for set_linestyle. 
   set_linewidth(lw)[source]
 
Set the linewidth(s) for the collection. lw can be a scalar or a sequence; if it is a sequence the patches will cycle through the sequence  Parameters 
 
lwfloat or list of floats

   
   set_linewidths(lw)[source]
 
Alias for set_linewidth. 
   set_ls(ls)[source]
 
Alias for set_linestyle. 
   set_lw(lw)[source]
 
Alias for set_linewidth. 
   set_norm(norm)[source]
 
Set the normalization instance.  Parameters 
 
normNormalize or None

   Notes If there are any colorbars using the mappable for this norm, setting the norm of the mappable will reset the norm, locator, and formatters on the colorbar to default. 
   set_offset_transform(transOffset)[source]
 
Set the artist offset transform.  Parameters 
 
transOffsetTransform

   
   set_offsets(offsets)[source]
 
Set the offsets for the collection.  Parameters 
 
offsets(N, 2) or (2,) array-like

   
   set_path_effects(path_effects)[source]
 
Set the path effects.  Parameters 
 
path_effectsAbstractPathEffect

   
   set_paths()[source]

   set_picker(picker)[source]
 
Define the picking behavior of the artist.  Parameters 
 
pickerNone or bool or float or callable


This can be one of the following:  
None: Picking is disabled for this artist (default). A boolean: If True then picking will be enabled and the artist will fire a pick event if the mouse event is over the artist. A float: If picker is a number it is interpreted as an epsilon tolerance in points and the artist will fire off an event if its data is within epsilon of the mouse event. For some artists like lines and patch collections, the artist may provide additional data to the pick event that is generated, e.g., the indices of the data within epsilon of the pick event 
A function: If picker is callable, it is a user supplied function which determines whether the artist is hit by the mouse event: hit, props = picker(artist, mouseevent)
 to determine the hit test. if the mouse event is over the artist, return hit=True and props is a dictionary of properties you want added to the PickEvent attributes.       
   set_pickradius(pr)[source]
 
Set the pick radius used for containment tests.  Parameters 
 
prfloat


Pick radius, in points.     
   set_rasterized(rasterized)[source]
 
Force rasterized (bitmap) drawing for vector graphics output. Rasterized drawing is not supported by all artists. If you try to enable this on an artist that does not support it, the command has no effect and a warning will be issued. This setting is ignored for pixel-based output. See also Rasterization for vector graphics.  Parameters 
 
rasterizedbool

   
   set_sizes(sizes, dpi=72.0)[source]
 
Set the sizes of each member of the collection.  Parameters 
 
sizesndarray or None


The size to set for each element of the collection. The value is the 'area' of the element.  
dpifloat, default: 72


The dpi of the canvas.     
   set_sketch_params(scale=None, length=None, randomness=None)[source]
 
Set the sketch parameters.  Parameters 
 
scalefloat, optional


The amplitude of the wiggle perpendicular to the source line, in pixels. If scale is None, or not provided, no sketch filter will be provided.  
lengthfloat, optional


The length of the wiggle along the line, in pixels (default 128.0)  
randomnessfloat, optional


The scale factor by which the length is shrunken or expanded (default 16.0) The PGF backend uses this argument as an RNG seed and not as described above. Using the same seed yields the same random shape.     
   set_snap(snap)[source]
 
Set the snapping behavior. Snapping aligns positions with the pixel grid, which results in clearer images. For example, if a black line of 1px width was defined at a position in between two pixels, the resulting image would contain the interpolated value of that line in the pixel grid, which would be a grey value on both adjacent pixel positions. In contrast, snapping will move the line to the nearest integer pixel value, so that the resulting image will really contain a 1px wide black line. Snapping is currently only supported by the Agg and MacOSX backends.  Parameters 
 
snapbool or None


Possible values:  
True: Snap vertices to the nearest pixel center. 
False: Do not modify vertex positions. 
None: (auto) If the path contains only rectilinear line segments, round to the nearest pixel center.      
   set_transform(t)[source]
 
Set the artist transform.  Parameters 
 
tTransform

   
   set_url(url)[source]
 
Set the url for the artist.  Parameters 
 
urlstr

   
   set_urls(urls)[source]
 
 Parameters 
 
urlslist of str or None

   Notes URLs are currently only implemented by the SVG backend. They are ignored by all other backends. 
   set_visible(b)[source]
 
Set the artist's visibility.  Parameters 
 
bbool

   
   set_zorder(level)[source]
 
Set the zorder for the artist. Artists with lower zorder values are drawn first.  Parameters 
 
levelfloat

   
   propertystale
 
Whether the artist is 'stale' and needs to be re-drawn for the output to match the internal state of the artist. 
   propertysticky_edges
 
x and y sticky edge lists for autoscaling. When performing autoscaling, if a data limit coincides with a value in the corresponding sticky_edges list, then no margin will be added--the view limit "sticks" to the edge. A typical use case is histograms, where one usually expects no margin on the bottom edge (0) of the histogram. Moreover, margin expansion "bumps" against sticky edges and cannot cross them. For example, if the upper data limit is 1.0, the upper view limit computed by simple margin application is 1.2, but there is a sticky edge at 1.1, then the actual upper view limit will be 1.1. This attribute cannot be assigned to; however, the x and y lists can be modified in place as needed. Examples >>> artist.sticky_edges.x[:] = (xmin, xmax)
>>> artist.sticky_edges.y[:] = (ymin, ymax)
 
   to_rgba(x, alpha=None, bytes=False, norm=True)[source]
 
Return a normalized rgba array corresponding to x. In the normal case, x is a 1D or 2D sequence of scalars, and the corresponding ndarray of rgba values will be returned, based on the norm and colormap set for this ScalarMappable. There is one special case, for handling images that are already rgb or rgba, such as might have been read from an image file. If x is an ndarray with 3 dimensions, and the last dimension is either 3 or 4, then it will be treated as an rgb or rgba array, and no mapping will be done. The array can be uint8, or it can be floating point with values in the 0-1 range; otherwise a ValueError will be raised. If it is a masked array, the mask will be ignored. If the last dimension is 3, the alpha kwarg (defaulting to 1) will be used to fill in the transparency. If the last dimension is 4, the alpha kwarg is ignored; it does not replace the pre-existing alpha. A ValueError will be raised if the third dimension is other than 3 or 4. In either case, if bytes is False (default), the rgba array will be floats in the 0-1 range; if it is True, the returned rgba array will be uint8 in the 0 to 255 range. If norm is False, no normalization of the input data is performed, and it is assumed to be in the range (0-1). 
   update(props)[source]
 
Update this artist's properties from the dict props.  Parameters 
 
propsdict

   
   update_from(other)[source]
 
Copy properties from other to self. 
   update_scalarmappable()[source]
 
Update colors from the scalar mappable array, if any. Assign colors to edges and faces based on the array and/or colors that were directly set, as appropriate. 
   zorder=0