collections

matplotlib.collections

Classes for the efficient drawing of large collections of objects that share most properties, e.g., a large number of line segments or polygons.

The classes are not meant to be as flexible as their single element counterparts (e.g., you may not be able to select all line styles) but they are meant to be fast for common use cases (e.g., a large set of solid line segemnts)

class matplotlib.collections.AsteriskPolygonCollection(numsides, rotation=0, sizes=(1, ), **kwargs)

Bases: matplotlib.collections.RegularPolyCollection

Draw a collection of regular asterisks with numsides points.

numsides

the number of sides of the polygon

rotation

the rotation of the polygon in radians

sizes

gives the area of the circle circumscribing the regular polygon in points^2

Valid Collection keyword arguments:

• edgecolors: None
• facecolors: None
• linewidths: None
• antialiaseds: None
• offsets: None
• transOffset: transforms.IdentityTransform()
• norm: None (optional for matplotlib.cm.ScalarMappable)
• cmap: None (optional for matplotlib.cm.ScalarMappable)

offsets and transOffset are used to translate the patch after rendering (default no offsets)

If any of edgecolors, facecolors, linewidths, antialiaseds are None, they default to their matplotlib.rcParams patch setting, in sequence form.

Example: see Lasso Demo for a complete example:

offsets = np.random.rand(20,2)
facecolors = [cm.jet(x) for x in np.random.rand(20)]
black = (0,0,0,1)

collection = RegularPolyCollection(
    numsides=5, # a pentagon
    rotation=0, sizes=(50,),
    facecolors=facecolors,
    edgecolors=(black,),
    linewidths=(1,),
    offsets=offsets,
    transOffset=ax.transData,
    )

add_callback(func)

Adds a callback function that will be called whenever one of the Artist's properties changes.

Returns an id that is useful for removing the callback with remove_callback() later.

add_checker(checker)

Add an entry to a dictionary of boolean flags that are set to True when the mappable is changed.

aname = 'Artist'

autoscale()

Autoscale the scalar limits on the norm instance using the current array

autoscale_None()

Autoscale the scalar limits on the norm instance using the current array, changing only limits that are None

axes

The Axes instance the artist resides in, or None.

changed()

Call this whenever the mappable is changed to notify all the callbackSM listeners to the 'changed' signal

check_update(checker)

If mappable has changed since the last check, return True; else return False

contains(mouseevent)

Test whether the mouse event occurred in the collection.

Returns True | False, dict(ind=itemlist), where every item in itemlist contains the event.

convert_xunits(x)

For artists in an axes, if the xaxis has units support, convert x using xaxis unit type

convert_yunits(y)

For artists in an axes, if the yaxis has units support, convert y using yaxis unit type

draw(renderer)

Derived classes drawing method

findobj(match=None, include_self=True)

Find artist objects.

Recursively find all Artist instances contained in self.

match can be

• None: return all objects contained in artist.
• function with signature boolean = match(artist) used to filter matches
• class instance: e.g., Line2D. Only return artists of class type.

If include_self is True (default), include self in the list to be checked for a match.

format_cursor_data(data)

Return cursor data string formatted.

get_agg_filter()

Return filter function to be used for agg filter.

get_alpha()

Return the alpha value used for blending - not supported on all backends

get_animated()

Return the artist's animated state

get_array()

Return the array

get_capstyle()

get_children()

Return a list of the child Artist`s this :class:`Artist contains.

get_clim()

return the min, max of the color limits for image scaling

get_clip_box()

Return artist clipbox

get_clip_on()

Return whether artist uses clipping

get_clip_path()

Return artist clip path

get_cmap()

return the colormap

get_contains()

Return the _contains test used by the artist, or None for default.

get_cursor_data(event)

Get the cursor data for a given event.

get_dashes(*args, **kwargs)

alias for get_linestyle

get_datalim(transData)

get_edgecolor()

get_edgecolors(*args, **kwargs)

alias for get_edgecolor

get_facecolor()

get_facecolors(*args, **kwargs)

alias for get_facecolor

get_figure()

Return the Figure instance the artist belongs to.

get_fill()

return whether fill is set

get_gid()

Returns the group id.

get_hatch()

Return the current hatching pattern.

get_in_layout()

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()

get_label()

Get the label used for this artist in the legend.

get_linestyle()

get_linestyles(*args, **kwargs)

alias for get_linestyle

get_linewidth()

get_linewidths(*args, **kwargs)

alias for get_linewidth

get_lw(*args, **kwargs)

alias for get_linewidth

get_numsides()

get_offset_position()

Returns how offsets are applied for the collection. If offset_position is 'screen', the offset is applied after the master transform has been applied, that is, the offsets are in screen coordinates. If offset_position is 'data', the offset is applied before the master transform, i.e., the offsets are in data coordinates.

get_offset_transform()

get_offsets()

Return the offsets for the collection.

get_path_effects()

get_paths()

get_picker()

Return the picker object used by this artist.

get_pickradius()

get_rasterized()

Return whether the artist is to be rasterized.

get_rotation()

get_sizes()

Returns the sizes of the elements in the collection. The value represents the 'area' of the element.

Returns:

sizes : array

The 'area' of each element.

get_sketch_params()

Returns the sketch parameters for the artist.

Returns:

sketch_params : 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.

May return None if no sketch parameters were set.

get_snap()

Returns the snap setting which may be:

• True: snap vertices to the nearest pixel center
• False: leave vertices as-is
• None: (auto) If the path contains only rectilinear line segments, round to the nearest pixel center

Only supported by the Agg and MacOSX backends.

get_tightbbox(renderer)

Like Artist.get_window_extent, but includes any clipping.

Parameters:

renderer : RendererBase instance

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

Returns:

bbox : BboxBase

containing the bounding box (in figure pixel co-ordinates).

get_transform()

Return the Transform instance used by this artist.

get_transformed_clip_path_and_affine()

Return the clip path with the non-affine part of its transformation applied, and the remaining affine part of its transformation.

get_transforms()

get_url()

Returns the url.

get_urls()

get_visible()

Return the artist's visiblity

get_window_extent(renderer)

Get the axes bounding box in display space. 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()

Return the artist's zorder.

have_units()

Return True if units are set on the x or y axes

hitlist(event)

Deprecated since version 2.2: The hitlist function was deprecated in Matplotlib 2.2 and will be removed in 3.1.

List the children of the artist which contain the mouse event event.

is_figure_set()

Deprecated since version 2.2: artist.figure is not None

Returns whether the artist is assigned to a Figure.

is_transform_set()

Returns True if Artist has a transform explicitly set.

mouseover

pchanged()

Fire an event when property changed, calling all of the registered callbacks.

pick(mouseevent)

Process pick event

each child artist will fire a pick event if mouseevent is over the artist and the artist has picker set

pickable()

Return True if Artist is pickable.

properties()

return a dictionary mapping property name -> value for all Artist props

remove()

Remove the artist from the figure if possible. The effect will not be visible until the figure is redrawn, e.g., with matplotlib.axes.Axes.draw_idle(). Call matplotlib.axes.Axes.relim() to update the axes limits if desired.

Note: relim() will not see collections even if the collection was added to axes with autolim = True.

Note: there is no support for removing the artist's legend entry.

remove_callback(oid)

Remove a callback based on its id.

See also

add_callback()

For adding callbacks

set(**kwargs)

A property batch setter. Pass kwargs to set properties.

set_agg_filter(filter_func)

Set the agg filter.

Parameters:

filter_func : callable

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)

Set the alpha tranparencies of the collection. alpha must be a float or None.

Parameters:

alpha : float or None

set_animated(b)

Set the artist's animation state.

Parameters:

b : bool

set_antialiased(aa)

Set the antialiasing state for rendering.

Parameters:

aa : bool or sequence of bools

set_antialiaseds(*args, **kwargs)

alias for set_antialiased

set_array(A)

Set the image array from numpy array A.

Parameters:

A : ndarray

set_capstyle(cs)

Set the capstyle for the collection. The capstyle can only be set globally for all elements in the collection

Parameters:

cs : {'butt', 'round', 'projecting'}

The capstyle

set_clim(vmin=None, vmax=None)

set the norm limits for image scaling; if vmin is a length2 sequence, interpret it as (vmin, vmax) which is used to support setp

ACCEPTS: a length 2 sequence of floats; may be overridden in methods that have vmin and vmax kwargs.

set_clip_box(clipbox)

Set the artist's clip Bbox.

Parameters:

clipbox : Bbox

set_clip_on(b)

Set whether artist uses clipping.

When False artists will be visible out side of the axes which can lead to unexpected results.

Parameters:

b : bool

set_clip_path(path, transform=None)

Set the artist's clip path, which may be:

• a Patch (or subclass) instance; or
• a Path instance, in which case a Transform instance, which will be applied to the path before using it for clipping, must be provided; or
• None, to remove a previously set clipping path.

For efficiency, if the path happens to be an axis-aligned rectangle, this method will set the clipping box to the corresponding rectangle and set the clipping path to None.

ACCEPTS: [(Path, Transform) | Patch | None]

set_cmap(cmap)

set the colormap for luminance data

Parameters:

cmap : colormap or registered colormap name

set_color(c)

Set both the edgecolor and the facecolor.

See also

set_facecolor(), set_edgecolor()

For setting the edge or face color individually.

Parameters:

c : matplotlib color arg or sequence of rgba tuples

set_contains(picker)

Replace the contains test used by this artist. The new picker should be a callable function which determines whether the artist is hit by the mouse event:

hit, props = picker(artist, mouseevent)

If the mouse event is over the artist, return hit = True and props is a dictionary of properties you want returned with the contains test.

Parameters:

picker : callable

set_dashes(*args, **kwargs)

alias for set_linestyle

set_edgecolor(c)

Set the edgecolor(s) of the collection. c can be a matplotlib color spec (all patches have same color), or a sequence of specs; if it is a sequence the patches will cycle through the sequence.

If c is 'face', the edge color will always be the same as the face color. If it is 'none', the patch boundary will not be drawn.

Parameters:

c : color or sequence of colors

set_edgecolors(*args, **kwargs)

alias for set_edgecolor

set_facecolor(c)

Set the facecolor(s) of the collection. c can be a matplotlib color spec (all patches have same color), or a sequence of specs; if it is a sequence the patches will cycle through the sequence.

If c is 'none', the patch will not be filled.

Parameters:

c : color or sequence of colors

set_facecolors(*args, **kwargs)

alias for set_facecolor

set_figure(fig)

Set the Figure instance the artist belongs to.

Parameters:

fig : Figure

set_gid(gid)

Sets the (group) id for the artist.

Parameters:

gid : str

set_hatch(hatch)

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)

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_layout : bool

set_joinstyle(js)

Set the joinstyle for the collection. The joinstyle can only be set globally for all elements in the collection.

Parameters:

js : {'miter', 'round', 'bevel'}

The joinstyle

set_label(s)

Set the label to s for auto legend.

Parameters:

s : object

s will be converted to a string by calling str.

set_linestyle(ls)

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:

ls : {'-', '--', '-.', ':', '', (offset, on-off-seq), ...}

The line style.

set_linestyles(*args, **kwargs)

alias for set_linestyle

set_linewidth(lw)

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:

lw : float or sequence of floats

set_linewidths(*args, **kwargs)

alias for set_linewidth

set_lw(*args, **kwargs)

alias for set_linewidth

set_norm(norm)

Set the normalization instance.

Parameters:

norm : Normalize

set_offset_position(offset_position)

Set how offsets are applied. If offset_position is 'screen' (default) the offset is applied after the master transform has been applied, that is, the offsets are in screen coordinates. If offset_position is 'data', the offset is applied before the master transform, i.e., the offsets are in data coordinates.

Parameters:

offset_position : {'screen', 'data'}

set_offsets(offsets)

Set the offsets for the collection. offsets can be a scalar or a sequence.

Parameters:

offsets : float or sequence of floats

set_path_effects(path_effects)

Set the path effects.

Parameters:

path_effects : AbstractPathEffect

set_paths()

set_picker(picker)

Set the epsilon for picking used by this artist

picker 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 it's 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.

Parameters:

picker : None or bool or float or callable

set_pickradius(pr)

Set the pick radius used for containment tests.

Parameters:

d : float

Pick radius, in points.

set_rasterized(rasterized)

Force rasterized (bitmap) drawing in vector backend output.

Defaults to None, which implies the backend's default behavior.

Parameters:

rasterized : bool or None

set_sizes(sizes, dpi=72.0)

Set the sizes of each member of the collection.

Parameters:

sizes : ndarray or None

The size to set for each element of the collection. The value is the 'area' of the element.

dpi : float

The dpi of the canvas. Defaults to 72.0.

set_sketch_params(scale=None, length=None, randomness=None)

Sets the sketch parameters.

Parameters:

scale : float, 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.

length : float, optional

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

randomness : float, optional

The scale factor by which the length is shrunken or expanded (default 16.0)

set_snap(snap)

Sets the snap setting which may be:

• True: snap vertices to the nearest pixel center
• False: leave vertices as-is
• None: (auto) If the path contains only rectilinear line segments, round to the nearest pixel center

Only supported by the Agg and MacOSX backends.

Parameters:

snap : bool or None

set_transform(t)

Set the artist transform.

Parameters:

t : Transform

set_url(url)

Sets the url for the artist.

Parameters:

url : str

set_urls(urls)

Parameters:

urls : List[str] or None

set_visible(b)

Set the artist's visibility.

Parameters:

b : bool

set_zorder(level)

Set the zorder for the artist. Artists with lower zorder values are drawn first.

Parameters:

level : float

stale

If the artist is 'stale' and needs to be re-drawn for the output to match the internal state of the artist.

sticky_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 usecase is histograms, where one usually expects no margin on the bottom edge (0) of the histogram.

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)

Return a normalized rgba array corresponding to x.

In the normal case, x is a 1-D or 2-D 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)

Update this artist's properties from the dictionary prop.

update_from(other)

copy properties from other to self

update_scalarmappable()

If the scalar mappable array is not none, update colors from scalar data

zorder = 0

class matplotlib.collections.BrokenBarHCollection(xranges, yrange, **kwargs)

Bases: matplotlib.collections.PolyCollection

A collection of horizontal bars spanning yrange with a sequence of xranges.

xranges

sequence of (xmin, xwidth)

yrange

ymin, ywidth

Valid Collection keyword arguments:

• edgecolors: None
• facecolors: None
• linewidths: None
• antialiaseds: None
• offsets: None
• transOffset: transforms.IdentityTransform()
• norm: None (optional for matplotlib.cm.ScalarMappable)
• cmap: None (optional for matplotlib.cm.ScalarMappable)

offsets and transOffset are used to translate the patch after rendering (default no offsets)

If any of edgecolors, facecolors, linewidths, antialiaseds are None, they default to their matplotlib.rcParams patch setting, in sequence form.

add_callback(func)

Adds a callback function that will be called whenever one of the Artist's properties changes.

Returns an id that is useful for removing the callback with remove_callback() later.

add_checker(checker)

Add an entry to a dictionary of boolean flags that are set to True when the mappable is changed.

aname = 'Artist'

autoscale()

Autoscale the scalar limits on the norm instance using the current array

autoscale_None()

Autoscale the scalar limits on the norm instance using the current array, changing only limits that are None

axes

The Axes instance the artist resides in, or None.

changed()

Call this whenever the mappable is changed to notify all the callbackSM listeners to the 'changed' signal

check_update(checker)

If mappable has changed since the last check, return True; else return False

contains(mouseevent)

Test whether the mouse event occurred in the collection.

Returns True | False, dict(ind=itemlist), where every item in itemlist contains the event.

convert_xunits(x)

For artists in an axes, if the xaxis has units support, convert x using xaxis unit type

convert_yunits(y)

For artists in an axes, if the yaxis has units support, convert y using yaxis unit type

draw(renderer)

Derived classes drawing method

findobj(match=None, include_self=True)

Find artist objects.

Recursively find all Artist instances contained in self.

match can be

• None: return all objects contained in artist.
• function with signature boolean = match(artist) used to filter matches
• class instance: e.g., Line2D. Only return artists of class type.

If include_self is True (default), include self in the list to be checked for a match.

format_cursor_data(data)

Return cursor data string formatted.

get_agg_filter()

Return filter function to be used for agg filter.

get_alpha()

Return the alpha value used for blending - not supported on all backends

get_animated()

Return the artist's animated state

get_array()

Return the array

get_capstyle()

get_children()

Return a list of the child Artist`s this :class:`Artist contains.

get_clim()

return the min, max of the color limits for image scaling

get_clip_box()

Return artist clipbox

get_clip_on()

Return whether artist uses clipping

get_clip_path()

Return artist clip path

get_cmap()

return the colormap

get_contains()

Return the _contains test used by the artist, or None for default.

get_cursor_data(event)

Get the cursor data for a given event.

get_dashes(*args, **kwargs)

alias for get_linestyle

get_datalim(transData)

get_edgecolor()

get_edgecolors(*args, **kwargs)

alias for get_edgecolor

get_facecolor()

get_facecolors(*args, **kwargs)

alias for get_facecolor

get_figure()

Return the Figure instance the artist belongs to.

get_fill()

return whether fill is set

get_gid()

Returns the group id.

get_hatch()

Return the current hatching pattern.

get_in_layout()

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()

get_label()

Get the label used for this artist in the legend.

get_linestyle()

get_linestyles(*args, **kwargs)

alias for get_linestyle

get_linewidth()

get_linewidths(*args, **kwargs)

alias for get_linewidth

get_lw(*args, **kwargs)

alias for get_linewidth

get_offset_position()

Returns how offsets are applied for the collection. If offset_position is 'screen', the offset is applied after the master transform has been applied, that is, the offsets are in screen coordinates. If offset_position is 'data', the offset is applied before the master transform, i.e., the offsets are in data coordinates.

get_offset_transform()

get_offsets()

Return the offsets for the collection.

get_path_effects()

get_paths()

get_picker()

Return the picker object used by this artist.

get_pickradius()

get_rasterized()

Return whether the artist is to be rasterized.

get_sizes()

Returns the sizes of the elements in the collection. The value represents the 'area' of the element.

Returns:

sizes : array

The 'area' of each element.

get_sketch_params()

Returns the sketch parameters for the artist.

Returns:

sketch_params : 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.

May return None if no sketch parameters were set.

get_snap()

Returns the snap setting which may be:

• True: snap vertices to the nearest pixel center
• False: leave vertices as-is
• None: (auto) If the path contains only rectilinear line segments, round to the nearest pixel center

Only supported by the Agg and MacOSX backends.

get_tightbbox(renderer)

Like Artist.get_window_extent, but includes any clipping.

Parameters:

renderer : RendererBase instance

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

Returns:

bbox : BboxBase

containing the bounding box (in figure pixel co-ordinates).

get_transform()

Return the Transform instance used by this artist.

get_transformed_clip_path_and_affine()

Return the clip path with the non-affine part of its transformation applied, and the remaining affine part of its transformation.

get_transforms()

get_url()

Returns the url.

get_urls()

get_visible()

Return the artist's visiblity

get_window_extent(renderer)

Get the axes bounding box in display space. 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()

Return the artist's zorder.

have_units()

Return True if units are set on the x or y axes

hitlist(event)

Deprecated since version 2.2: The hitlist function was deprecated in Matplotlib 2.2 and will be removed in 3.1.

List the children of the artist which contain the mouse event event.

is_figure_set()

Deprecated since version 2.2: artist.figure is not None

Returns whether the artist is assigned to a Figure.

is_transform_set()

Returns True if Artist has a transform explicitly set.

mouseover

pchanged()

Fire an event when property changed, calling all of the registered callbacks.

pick(mouseevent)

Process pick event

each child artist will fire a pick event if mouseevent is over the artist and the artist has picker set

pickable()

Return True if Artist is pickable.

properties()

return a dictionary mapping property name -> value for all Artist props

remove()

Remove the artist from the figure if possible. The effect will not be visible until the figure is redrawn, e.g., with matplotlib.axes.Axes.draw_idle(). Call matplotlib.axes.Axes.relim() to update the axes limits if desired.

Note: relim() will not see collections even if the collection was added to axes with autolim = True.

Note: there is no support for removing the artist's legend entry.

remove_callback(oid)

Remove a callback based on its id.

See also

add_callback()

For adding callbacks

set(**kwargs)

A property batch setter. Pass kwargs to set properties.

set_agg_filter(filter_func)

Set the agg filter.

Parameters:

filter_func : callable

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)

Set the alpha tranparencies of the collection. alpha must be a float or None.

Parameters:

alpha : float or None

set_animated(b)

Set the artist's animation state.

Parameters:

b : bool

set_antialiased(aa)

Set the antialiasing state for rendering.

Parameters:

aa : bool or sequence of bools

set_antialiaseds(*args, **kwargs)

alias for set_antialiased

set_array(A)

Set the image array from numpy array A.

Parameters:

A : ndarray

set_capstyle(cs)

Set the capstyle for the collection. The capstyle can only be set globally for all elements in the collection

Parameters:

cs : {'butt', 'round', 'projecting'}

The capstyle

set_clim(vmin=None, vmax=None)

set the norm limits for image scaling; if vmin is a length2 sequence, interpret it as (vmin, vmax) which is used to support setp

ACCEPTS: a length 2 sequence of floats; may be overridden in methods that have vmin and vmax kwargs.

set_clip_box(clipbox)

Set the artist's clip Bbox.

Parameters:

clipbox : Bbox

set_clip_on(b)

Set whether artist uses clipping.

When False artists will be visible out side of the axes which can lead to unexpected results.

Parameters:

b : bool

set_clip_path(path, transform=None)

Set the artist's clip path, which may be:

• a Patch (or subclass) instance; or
• a Path instance, in which case a Transform instance, which will be applied to the path before using it for clipping, must be provided; or
• None, to remove a previously set clipping path.

For efficiency, if the path happens to be an axis-aligned rectangle, this method will set the clipping box to the corresponding rectangle and set the clipping path to None.

ACCEPTS: [(Path, Transform) | Patch | None]

set_cmap(cmap)

set the colormap for luminance data

Parameters:

cmap : colormap or registered colormap name

set_color(c)

Set both the edgecolor and the facecolor.

See also

set_facecolor(), set_edgecolor()

For setting the edge or face color individually.

Parameters:

c : matplotlib color arg or sequence of rgba tuples

set_contains(picker)

Replace the contains test used by this artist. The new picker should be a callable function which determines whether the artist is hit by the mouse event:

hit, props = picker(artist, mouseevent)

If the mouse event is over the artist, return hit = True and props is a dictionary of properties you want returned with the contains test.

Parameters:

picker : callable

set_dashes(*args, **kwargs)

alias for set_linestyle

set_edgecolor(c)

Set the edgecolor(s) of the collection. c can be a matplotlib color spec (all patches have same color), or a sequence of specs; if it is a sequence the patches will cycle through the sequence.

If c is 'face', the edge color will always be the same as the face color. If it is 'none', the patch boundary will not be drawn.

Parameters:

c : color or sequence of colors

set_edgecolors(*args, **kwargs)

alias for set_edgecolor

set_facecolor(c)

Set the facecolor(s) of the collection. c can be a matplotlib color spec (all patches have same color), or a sequence of specs; if it is a sequence the patches will cycle through the sequence.

If c is 'none', the patch will not be filled.

Parameters:

c : color or sequence of colors

set_facecolors(*args, **kwargs)

alias for set_facecolor

set_figure(fig)

Set the Figure instance the artist belongs to.

Parameters:

fig : Figure

set_gid(gid)

Sets the (group) id for the artist.

Parameters:

gid : str

set_hatch(hatch)

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)

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_layout : bool

set_joinstyle(js)

Set the joinstyle for the collection. The joinstyle can only be set globally for all elements in the collection.

Parameters:

js : {'miter', 'round', 'bevel'}

The joinstyle

set_label(s)

Set the label to s for auto legend.

Parameters:

s : object

s will be converted to a string by calling str.

set_linestyle(ls)

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:

ls : {'-', '--', '-.', ':', '', (offset, on-off-seq), ...}

The line style.

set_linestyles(*args, **kwargs)

alias for set_linestyle

set_linewidth(lw)

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:

lw : float or sequence of floats

set_linewidths(*args, **kwargs)

alias for set_linewidth

set_lw(*args, **kwargs)

alias for set_linewidth

set_norm(norm)

Set the normalization instance.

Parameters:

norm : Normalize

set_offset_position(offset_position)

Set how offsets are applied. If offset_position is 'screen' (default) the offset is applied after the master transform has been applied, that is, the offsets are in screen coordinates. If offset_position is 'data', the offset is applied before the master transform, i.e., the offsets are in data coordinates.

Parameters:

offset_position : {'screen', 'data'}

set_offsets(offsets)

Set the offsets for the collection. offsets can be a scalar or a sequence.

Parameters:

offsets : float or sequence of floats

set_path_effects(path_effects)

Set the path effects.

Parameters:

path_effects : AbstractPathEffect

set_paths(verts, closed=True)

This allows one to delay initialization of the vertices.

set_picker(picker)

Set the epsilon for picking used by this artist

picker 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 it's 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.

Parameters:

picker : None or bool or float or callable

set_pickradius(pr)

Set the pick radius used for containment tests.

Parameters:

d : float

Pick radius, in points.

set_rasterized(rasterized)

Force rasterized (bitmap) drawing in vector backend output.

Defaults to None, which implies the backend's default behavior.

Parameters:

rasterized : bool or None

set_sizes(sizes, dpi=72.0)

Set the sizes of each member of the collection.

Parameters:

sizes : ndarray or None

The size to set for each element of the collection. The value is the 'area' of the element.

dpi : float

The dpi of the canvas. Defaults to 72.0.

set_sketch_params(scale=None, length=None, randomness=None)

Sets the sketch parameters.

Parameters:

scale : float, 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.

length : float, optional

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

randomness : float, optional

The scale factor by which the length is shrunken or expanded (default 16.0)

set_snap(snap)

Sets the snap setting which may be:

• True: snap vertices to the nearest pixel center
• False: leave vertices as-is
• None: (auto) If the path contains only rectilinear line segments, round to the nearest pixel center

Only supported by the Agg and MacOSX backends.

Parameters:

snap : bool or None

set_transform(t)

Set the artist transform.

Parameters:

t : Transform

set_url(url)

Sets the url for the artist.

Parameters:

url : str

set_urls(urls)

Parameters:

urls : List[str] or None

set_verts(verts, closed=True)

This allows one to delay initialization of the vertices.

set_verts_and_codes(verts, codes)

This allows one to initialize vertices with path codes.

set_visible(b)

Set the artist's visibility.

Parameters:

b : bool

set_zorder(level)

Set the zorder for the artist. Artists with lower zorder values are drawn first.

Parameters:

level : float

static span_where(x, ymin, ymax, where, **kwargs)

Create a BrokenBarHCollection to plot horizontal bars from over the regions in x where where is True. The bars range on the y-axis from ymin to ymax

A BrokenBarHCollection is returned. kwargs are passed on to the collection.

stale

If the artist is 'stale' and needs to be re-drawn for the output to match the internal state of the artist.

sticky_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 usecase is histograms, where one usually expects no margin on the bottom edge (0) of the histogram.

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)

Return a normalized rgba array corresponding to x.

In the normal case, x is a 1-D or 2-D 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)

Update this artist's properties from the dictionary prop.

update_from(other)

copy properties from other to self

update_scalarmappable()

If the scalar mappable array is not none, update colors from scalar data

zorder = 0

class matplotlib.collections.CircleCollection(sizes, **kwargs)

Bases: matplotlib.collections._CollectionWithSizes

A collection of circles, drawn using splines.

sizes Gives the area of the circle in points^2

Valid Collection keyword arguments:

• edgecolors: None
• facecolors: None
• linewidths: None
• antialiaseds: None
• offsets: None
• transOffset: transforms.IdentityTransform()
• norm: None (optional for matplotlib.cm.ScalarMappable)
• cmap: None (optional for matplotlib.cm.ScalarMappable)

offsets and transOffset are used to translate the patch after rendering (default no offsets)

If any of edgecolors, facecolors, linewidths, antialiaseds are None, they default to their matplotlib.rcParams patch setting, in sequence form.

add_callback(func)

Adds a callback function that will be called whenever one of the Artist's properties changes.

Returns an id that is useful for removing the callback with remove_callback() later.

add_checker(checker)

Add an entry to a dictionary of boolean flags that are set to True when the mappable is changed.

aname = 'Artist'

autoscale()

Autoscale the scalar limits on the norm instance using the current array

autoscale_None()

Autoscale the scalar limits on the norm instance using the current array, changing only limits that are None

axes

The Axes instance the artist resides in, or None.

changed()

Call this whenever the mappable is changed to notify all the callbackSM listeners to the 'changed' signal

check_update(checker)

If mappable has changed since the last check, return True; else return False

contains(mouseevent)

Test whether the mouse event occurred in the collection.

Returns True | False, dict(ind=itemlist), where every item in itemlist contains the event.

convert_xunits(x)

For artists in an axes, if the xaxis has units support, convert x using xaxis unit type

convert_yunits(y)

For artists in an axes, if the yaxis has units support, convert y using yaxis unit type

draw(renderer)

Derived classes drawing method

findobj(match=None, include_self=True)

Find artist objects.

Recursively find all Artist instances contained in self.

match can be

• None: return all objects contained in artist.
• function with signature boolean = match(artist) used to filter matches
• class instance: e.g., Line2D. Only return artists of class type.

If include_self is True (default), include self in the list to be checked for a match.

format_cursor_data(data)

Return cursor data string formatted.

get_agg_filter()

Return filter function to be used for agg filter.

get_alpha()

Return the alpha value used for blending - not supported on all backends

get_animated()

Return the artist's animated state

get_array()

Return the array

get_capstyle()

get_children()

Return a list of the child Artist`s this :class:`Artist contains.

get_clim()

return the min, max of the color limits for image scaling

get_clip_box()

Return artist clipbox

get_clip_on()

Return whether artist uses clipping

get_clip_path()

Return artist clip path

get_cmap()

return the colormap

get_contains()

Return the _contains test used by the artist, or None for default.

get_cursor_data(event)

Get the cursor data for a given event.

get_dashes(*args, **kwargs)

alias for get_linestyle

get_datalim(transData)

get_edgecolor()

get_edgecolors(*args, **kwargs)

alias for get_edgecolor

get_facecolor()

get_facecolors(*args, **kwargs)

alias for get_facecolor

get_figure()

Return the Figure instance the artist belongs to.

get_fill()

return whether fill is set

get_gid()

Returns the group id.

get_hatch()

Return the current hatching pattern.

get_in_layout()

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()

get_label()

Get the label used for this artist in the legend.

get_linestyle()

get_linestyles(*args, **kwargs)

alias for get_linestyle

get_linewidth()

get_linewidths(*args, **kwargs)

alias for get_linewidth

get_lw(*args, **kwargs)

alias for get_linewidth

get_offset_position()

Returns how offsets are applied for the collection. If offset_position is 'screen', the offset is applied after the master transform has been applied, that is, the offsets are in screen coordinates. If offset_position is 'data', the offset is applied before the master transform, i.e., the offsets are in data coordinates.

get_offset_transform()

get_offsets()

Return the offsets for the collection.

get_path_effects()

get_paths()

get_picker()

Return the picker object used by this artist.

get_pickradius()

get_rasterized()

Return whether the artist is to be rasterized.

get_sizes()

Returns the sizes of the elements in the collection. The value represents the 'area' of the element.

Returns:

sizes : array

The 'area' of each element.

get_sketch_params()

Returns the sketch parameters for the artist.

Returns:

sketch_params : 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.

May return None if no sketch parameters were set.

get_snap()

Returns the snap setting which may be:

• True: snap vertices to the nearest pixel center
• False: leave vertices as-is
• None: (auto) If the path contains only rectilinear line segments, round to the nearest pixel center

Only supported by the Agg and MacOSX backends.

get_tightbbox(renderer)

Like Artist.get_window_extent, but includes any clipping.

Parameters:

renderer : RendererBase instance

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

Returns:

bbox : BboxBase

containing the bounding box (in figure pixel co-ordinates).

get_transform()

Return the Transform instance used by this artist.

get_transformed_clip_path_and_affine()

Return the clip path with the non-affine part of its transformation applied, and the remaining affine part of its transformation.

get_transforms()

get_url()

Returns the url.

get_urls()

get_visible()

Return the artist's visiblity

get_window_extent(renderer)

Get the axes bounding box in display space. 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()

Return the artist's zorder.

have_units()

Return True if units are set on the x or y axes

hitlist(event)

Deprecated since version 2.2: The hitlist function was deprecated in Matplotlib 2.2 and will be removed in 3.1.

List the children of the artist which contain the mouse event event.

is_figure_set()

Deprecated since version 2.2: artist.figure is not None

Returns whether the artist is assigned to a Figure.

is_transform_set()

Returns True if Artist has a transform explicitly set.

mouseover

pchanged()

Fire an event when property changed, calling all of the registered callbacks.

pick(mouseevent)

Process pick event

each child artist will fire a pick event if mouseevent is over the artist and the artist has picker set

pickable()

Return True if Artist is pickable.

properties()

return a dictionary mapping property name -> value for all Artist props

remove()

Remove the artist from the figure if possible. The effect will not be visible until the figure is redrawn, e.g., with matplotlib.axes.Axes.draw_idle(). Call matplotlib.axes.Axes.relim() to update the axes limits if desired.

Note: relim() will not see collections even if the collection was added to axes with autolim = True.

Note: there is no support for removing the artist's legend entry.

remove_callback(oid)

Remove a callback based on its id.

See also

add_callback()

For adding callbacks

set(**kwargs)

A property batch setter. Pass kwargs to set properties.

set_agg_filter(filter_func)

Set the agg filter.

Parameters:

filter_func : callable

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)

Set the alpha tranparencies of the collection. alpha must be a float or None.

Parameters:

alpha : float or None

set_animated(b)

Set the artist's animation state.

Parameters:

b : bool

set_antialiased(aa)

Set the antialiasing state for rendering.

Parameters:

aa : bool or sequence of bools

set_antialiaseds(*args, **kwargs)

alias for set_antialiased

set_array(A)

Set the image array from numpy array A.

Parameters:

A : ndarray

set_capstyle(cs)

Set the capstyle for the collection. The capstyle can only be set globally for all elements in the collection

Parameters:

cs : {'butt', 'round', 'projecting'}

The capstyle

set_clim(vmin=None, vmax=None)

set the norm limits for image scaling; if vmin is a length2 sequence, interpret it as (vmin, vmax) which is used to support setp

ACCEPTS: a length 2 sequence of floats; may be overridden in methods that have vmin and vmax kwargs.

set_clip_box(clipbox)

Set the artist's clip Bbox.

Parameters:

clipbox : Bbox

set_clip_on(b)

Set whether artist uses clipping.

When False artists will be visible out side of the axes which can lead to unexpected results.

Parameters:

b : bool

set_clip_path(path, transform=None)

Set the artist's clip path, which may be:

• a Patch (or subclass) instance; or
• a Path instance, in which case a Transform instance, which will be applied to the path before using it for clipping, must be provided; or
• None, to remove a previously set clipping path.

For efficiency, if the path happens to be an axis-aligned rectangle, this method will set the clipping box to the corresponding rectangle and set the clipping path to None.

ACCEPTS: [(Path, Transform) | Patch | None]

set_cmap(cmap)

set the colormap for luminance data

Parameters:

cmap : colormap or registered colormap name

set_color(c)

Set both the edgecolor and the facecolor.

See also

set_facecolor(), set_edgecolor()

For setting the edge or face color individually.

Parameters:

c : matplotlib color arg or sequence of rgba tuples

set_contains(picker)

Replace the contains test used by this artist. The new picker should be a callable function which determines whether the artist is hit by the mouse event:

hit, props = picker(artist, mouseevent)

If the mouse event is over the artist, return hit = True and props is a dictionary of properties you want returned with the contains test.

Parameters:

picker : callable

set_dashes(*args, **kwargs)

alias for set_linestyle

set_edgecolor(c)

Set the edgecolor(s) of the collection. c can be a matplotlib color spec (all patches have same color), or a sequence of specs; if it is a sequence the patches will cycle through the sequence.

If c is 'face', the edge color will always be the same as the face color. If it is 'none', the patch boundary will not be drawn.

Parameters:

c : color or sequence of colors

set_edgecolors(*args, **kwargs)

alias for set_edgecolor

set_facecolor(c)

Set the facecolor(s) of the collection. c can be a matplotlib color spec (all patches have same color), or a sequence of specs; if it is a sequence the patches will cycle through the sequence.

If c is 'none', the patch will not be filled.

Parameters:

c : color or sequence of colors

set_facecolors(*args, **kwargs)

alias for set_facecolor

set_figure(fig)

Set the Figure instance the artist belongs to.

Parameters:

fig : Figure

set_gid(gid)

Sets the (group) id for the artist.

Parameters:

gid : str

set_hatch(hatch)

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)

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_layout : bool

set_joinstyle(js)

Set the joinstyle for the collection. The joinstyle can only be set globally for all elements in the collection.

Parameters:

js : {'miter', 'round', 'bevel'}

The joinstyle

set_label(s)

Set the label to s for auto legend.

Parameters:

s : object

s will be converted to a string by calling str.

set_linestyle(ls)

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:

ls : {'-', '--', '-.', ':', '', (offset, on-off-seq), ...}

The line style.

set_linestyles(*args, **kwargs)

alias for set_linestyle

set_linewidth(lw)

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:

lw : float or sequence of floats

set_linewidths(*args, **kwargs)

alias for set_linewidth

set_lw(*args, **kwargs)

alias for set_linewidth

set_norm(norm)

Set the normalization instance.

Parameters:

norm : Normalize

set_offset_position(offset_position)

Set how offsets are applied. If offset_position is 'screen' (default) the offset is applied after the master transform has been applied, that is, the offsets are in screen coordinates. If offset_position is 'data', the offset is applied before the master transform, i.e., the offsets are in data coordinates.

Parameters:

offset_position : {'screen', 'data'}

set_offsets(offsets)

Set the offsets for the collection. offsets can be a scalar or a sequence.

Parameters:

offsets : float or sequence of floats

set_path_effects(path_effects)

Set the path effects.

Parameters:

path_effects : AbstractPathEffect

set_paths()

set_picker(picker)

Set the epsilon for picking used by this artist

picker 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 it's 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.

Parameters:

picker : None or bool or float or callable

set_pickradius(pr)

Set the pick radius used for containment tests.

Parameters:

d : float

Pick radius, in points.

set_rasterized(rasterized)

Force rasterized (bitmap) drawing in vector backend output.

Defaults to None, which implies the backend's default behavior.

Parameters:

rasterized : bool or None

set_sizes(sizes, dpi=72.0)

Set the sizes of each member of the collection.

Parameters:

sizes : ndarray or None

The size to set for each element of the collection. The value is the 'area' of the element.

dpi : float

The dpi of the canvas. Defaults to 72.0.

set_sketch_params(scale=None, length=None, randomness=None)

Sets the sketch parameters.

Parameters:

scale : float, 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.

length : float, optional

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

randomness : float, optional

The scale factor by which the length is shrunken or expanded (default 16.0)

set_snap(snap)

Sets the snap setting which may be:

• True: snap vertices to the nearest pixel center
• False: leave vertices as-is
• None: (auto) If the path contains only rectilinear line segments, round to the nearest pixel center

Only supported by the Agg and MacOSX backends.

Parameters:

snap : bool or None

set_transform(t)

Set the artist transform.

Parameters:

t : Transform

set_url(url)

Sets the url for the artist.

Parameters:

url : str

set_urls(urls)

Parameters:

urls : List[str] or None

set_visible(b)

Set the artist's visibility.

Parameters:

b : bool

set_zorder(level)

Set the zorder for the artist. Artists with lower zorder values are drawn first.

Parameters:

level : float

stale

If the artist is 'stale' and needs to be re-drawn for the output to match the internal state of the artist.

sticky_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 usecase is histograms, where one usually expects no margin on the bottom edge (0) of the histogram.

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)

Return a normalized rgba array corresponding to x.

In the normal case, x is a 1-D or 2-D 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)

Update this artist's properties from the dictionary prop.

update_from(other)

copy properties from other to self

update_scalarmappable()

If the scalar mappable array is not none, update colors from scalar data

zorder = 0

class matplotlib.collections.Collection(edgecolors=None, facecolors=None, linewidths=None, linestyles='solid', capstyle=None, joinstyle=None, antialiaseds=None, offsets=None, transOffset=None, norm=None, cmap=None, pickradius=5.0, hatch=None, urls=None, offset_position='screen', zorder=1, **kwargs)

Bases: matplotlib.artist.Artist, matplotlib.cm.ScalarMappable

Base class for Collections. Must be subclassed to be usable.

All properties in a collection must be sequences or scalars; if scalars, they will be converted to sequences. The property of the ith element of the collection is:

prop[i % len(props)]

Exceptions are capstyle and joinstyle properties, these can only be set globally for the whole collection.

Keyword arguments and default values:

• edgecolors: None
• facecolors: None
• linewidths: None
• capstyle: None
• joinstyle: None
• antialiaseds: None
• offsets: None
• transOffset: transforms.IdentityTransform()
• offset_position: 'screen' (default) or 'data'
• norm: None (optional for matplotlib.cm.ScalarMappable)
• cmap: None (optional for matplotlib.cm.ScalarMappable)
• hatch: None
• zorder: 1

offsets and transOffset are used to translate the patch after rendering (default no offsets). If offset_position is 'screen' (default) the offset is applied after the master transform has been applied, that is, the offsets are in screen coordinates. If offset_position is 'data', the offset is applied before the master transform, i.e., the offsets are in data coordinates.

If any of edgecolors, facecolors, linewidths, antialiaseds are None, they default to their matplotlib.rcParams patch setting, in sequence form.

The use of ScalarMappable is optional. If the ScalarMappable matrix _A is not None (i.e., a call to set_array has been made), at draw time a call to scalar mappable will be made to set the face colors.

Create a Collection

%(Collection)s

add_callback(func)

Adds a callback function that will be called whenever one of the Artist's properties changes.

Returns an id that is useful for removing the callback with remove_callback() later.

add_checker(checker)

Add an entry to a dictionary of boolean flags that are set to True when the mappable is changed.

aname = 'Artist'

autoscale()

Autoscale the scalar limits on the norm instance using the current array

autoscale_None()

Autoscale the scalar limits on the norm instance using the current array, changing only limits that are None

axes

The Axes instance the artist resides in, or None.

changed()

Call this whenever the mappable is changed to notify all the callbackSM listeners to the 'changed' signal

check_update(checker)

If mappable has changed since the last check, return True; else return False

contains(mouseevent)

Test whether the mouse event occurred in the collection.

Returns True | False, dict(ind=itemlist), where every item in itemlist contains the event.

convert_xunits(x)

For artists in an axes, if the xaxis has units support, convert x using xaxis unit type

convert_yunits(y)

For artists in an axes, if the yaxis has units support, convert y using yaxis unit type

draw(renderer)

Derived classes drawing method

findobj(match=None, include_self=True)

Find artist objects.

Recursively find all Artist instances contained in self.

match can be

• None: return all objects contained in artist.
• function with signature boolean = match(artist) used to filter matches
• class instance: e.g., Line2D. Only return artists of class type.

If include_self is True (default), include self in the list to be checked for a match.

format_cursor_data(data)

Return cursor data string formatted.

get_agg_filter()

Return filter function to be used for agg filter.

get_alpha()

Return the alpha value used for blending - not supported on all backends

get_animated()

Return the artist's animated state

get_array()

Return the array

get_capstyle()

get_children()

Return a list of the child Artist`s this :class:`Artist contains.

get_clim()

return the min, max of the color limits for image scaling

get_clip_box()

Return artist clipbox

get_clip_on()

Return whether artist uses clipping

get_clip_path()

Return artist clip path

get_cmap()

return the colormap

get_contains()

Return the _contains test used by the artist, or None for default.

get_cursor_data(event)

Get the cursor data for a given event.

get_dashes(*args, **kwargs)

alias for get_linestyle

get_datalim(transData)

get_edgecolor()

get_edgecolors(*args, **kwargs)

alias for get_edgecolor

get_facecolor()

get_facecolors(*args, **kwargs)

alias for get_facecolor

get_figure()

Return the Figure instance the artist belongs to.

get_fill()

return whether fill is set

get_gid()

Returns the group id.

get_hatch()

Return the current hatching pattern.

get_in_layout()

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()

get_label()

Get the label used for this artist in the legend.

get_linestyle()

get_linestyles(*args, **kwargs)

alias for get_linestyle

get_linewidth()

get_linewidths(*args, **kwargs)

alias for get_linewidth

get_lw(*args, **kwargs)

alias for get_linewidth

get_offset_position()

Returns how offsets are applied for the collection. If offset_position is 'screen', the offset is applied after the master transform has been applied, that is, the offsets are in screen coordinates. If offset_position is 'data', the offset is applied before the master transform, i.e., the offsets are in data coordinates.

get_offset_transform()

get_offsets()

Return the offsets for the collection.

get_path_effects()

get_paths()

get_picker()

Return the picker object used by this artist.

get_pickradius()

get_rasterized()

Return whether the artist is to be rasterized.

get_sketch_params()

Returns the sketch parameters for the artist.

Returns:

sketch_params : 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.

May return None if no sketch parameters were set.

get_snap()

Returns the snap setting which may be:

• True: snap vertices to the nearest pixel center
• False: leave vertices as-is
• None: (auto) If the path contains only rectilinear line segments, round to the nearest pixel center

Only supported by the Agg and MacOSX backends.

get_tightbbox(renderer)

Like Artist.get_window_extent, but includes any clipping.

Parameters:

renderer : RendererBase instance

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

Returns:

bbox : BboxBase

containing the bounding box (in figure pixel co-ordinates).

get_transform()

Return the Transform instance used by this artist.

get_transformed_clip_path_and_affine()

Return the clip path with the non-affine part of its transformation applied, and the remaining affine part of its transformation.

get_transforms()

get_url()

Returns the url.

get_urls()

get_visible()

Return the artist's visiblity

get_window_extent(renderer)

Get the axes bounding box in display space. 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()

Return the artist's zorder.

have_units()

Return True if units are set on the x or y axes

hitlist(event)

Deprecated since version 2.2: The hitlist function was deprecated in Matplotlib 2.2 and will be removed in 3.1.

List the children of the artist which contain the mouse event event.

is_figure_set()

Deprecated since version 2.2: artist.figure is not None

Returns whether the artist is assigned to a Figure.

is_transform_set()

Returns True if Artist has a transform explicitly set.

mouseover

pchanged()

Fire an event when property changed, calling all of the registered callbacks.

pick(mouseevent)

Process pick event

each child artist will fire a pick event if mouseevent is over the artist and the artist has picker set

pickable()

Return True if Artist is pickable.

properties()

return a dictionary mapping property name -> value for all Artist props

remove()

Remove the artist from the figure if possible. The effect will not be visible until the figure is redrawn, e.g., with matplotlib.axes.Axes.draw_idle(). Call matplotlib.axes.Axes.relim() to update the axes limits if desired.

Note: relim() will not see collections even if the collection was added to axes with autolim = True.

Note: there is no support for removing the artist's legend entry.

remove_callback(oid)

Remove a callback based on its id.

See also

add_callback()

For adding callbacks

set(**kwargs)

A property batch setter. Pass kwargs to set properties.

set_agg_filter(filter_func)

Set the agg filter.

Parameters:

filter_func : callable

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)

Set the alpha tranparencies of the collection. alpha must be a float or None.

Parameters:

alpha : float or None

set_animated(b)

Set the artist's animation state.

Parameters:

b : bool

set_antialiased(aa)

Set the antialiasing state for rendering.

Parameters:

aa : bool or sequence of bools

set_antialiaseds(*args, **kwargs)

alias for set_antialiased

set_array(A)

Set the image array from numpy array A.

Parameters:

A : ndarray

set_capstyle(cs)

Set the capstyle for the collection. The capstyle can only be set globally for all elements in the collection

Parameters:

cs : {'butt', 'round', 'projecting'}

The capstyle

set_clim(vmin=None, vmax=None)

set the norm limits for image scaling; if vmin is a length2 sequence, interpret it as (vmin, vmax) which is used to support setp

ACCEPTS: a length 2 sequence of floats; may be overridden in methods that have vmin and vmax kwargs.

set_clip_box(clipbox)

Set the artist's clip Bbox.

Parameters:

clipbox : Bbox

set_clip_on(b)

Set whether artist uses clipping.

When False artists will be visible out side of the axes which can lead to unexpected results.

Parameters:

b : bool

set_clip_path(path, transform=None)

Set the artist's clip path, which may be:

• a Patch (or subclass) instance; or
• a Path instance, in which case a Transform instance, which will be applied to the path before using it for clipping, must be provided; or
• None, to remove a previously set clipping path.

For efficiency, if the path happens to be an axis-aligned rectangle, this method will set the clipping box to the corresponding rectangle and set the clipping path to None.

ACCEPTS: [(Path, Transform) | Patch | None]

set_cmap(cmap)

set the colormap for luminance data

Parameters:

cmap : colormap or registered colormap name

set_color(c)

Set both the edgecolor and the facecolor.

See also

set_facecolor(), set_edgecolor()

For setting the edge or face color individually.

Parameters:

c : matplotlib color arg or sequence of rgba tuples

set_contains(picker)

Replace the contains test used by this artist. The new picker should be a callable function which determines whether the artist is hit by the mouse event:

hit, props = picker(artist, mouseevent)

If the mouse event is over the artist, return hit = True and props is a dictionary of properties you want returned with the contains test.

Parameters:

picker : callable

set_dashes(*args, **kwargs)

alias for set_linestyle

set_edgecolor(c)

Set the edgecolor(s) of the collection. c can be a matplotlib color spec (all patches have same color), or a sequence of specs; if it is a sequence the patches will cycle through the sequence.

If c is 'face', the edge color will always be the same as the face color. If it is 'none', the patch boundary will not be drawn.

Parameters:

c : color or sequence of colors

set_edgecolors(*args, **kwargs)

alias for set_edgecolor

set_facecolor(c)

Set the facecolor(s) of the collection. c can be a matplotlib color spec (all patches have same color), or a sequence of specs; if it is a sequence the patches will cycle through the sequence.

If c is 'none', the patch will not be filled.

Parameters:

c : color or sequence of colors

set_facecolors(*args, **kwargs)

alias for set_facecolor

set_figure(fig)

Set the Figure instance the artist belongs to.

Parameters:

fig : Figure

set_gid(gid)

Sets the (group) id for the artist.

Parameters:

gid : str

set_hatch(hatch)

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)

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_layout : bool

set_joinstyle(js)

Set the joinstyle for the collection. The joinstyle can only be set globally for all elements in the collection.

Parameters:

js : {'miter', 'round', 'bevel'}

The joinstyle

set_label(s)

Set the label to s for auto legend.

Parameters:

s : object

s will be converted to a string by calling str.

set_linestyle(ls)

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:

ls : {'-', '--', '-.', ':', '', (offset, on-off-seq), ...}

The line style.

set_linestyles(*args, **kwargs)

alias for set_linestyle

set_linewidth(lw)

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:

lw : float or sequence of floats

set_linewidths(*args, **kwargs)

alias for set_linewidth

set_lw(*args, **kwargs)

alias for set_linewidth

set_norm(norm)

Set the normalization instance.

Parameters:

norm : Normalize

set_offset_position(offset_position)

Set how offsets are applied. If offset_position is 'screen' (default) the offset is applied after the master transform has been applied, that is, the offsets are in screen coordinates. If offset_position is 'data', the offset is applied before the master transform, i.e., the offsets are in data coordinates.

Parameters:

offset_position : {'screen', 'data'}

set_offsets(offsets)

Set the offsets for the collection. offsets can be a scalar or a sequence.

Parameters:

offsets : float or sequence of floats

set_path_effects(path_effects)

Set the path effects.

Parameters:

path_effects : AbstractPathEffect

set_paths()

set_picker(picker)

Set the epsilon for picking used by this artist

picker 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 it's 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.

Parameters:

picker : None or bool or float or callable

set_pickradius(pr)

Set the pick radius used for containment tests.

Parameters:

d : float

Pick radius, in points.

set_rasterized(rasterized)

Force rasterized (bitmap) drawing in vector backend output.

Defaults to None, which implies the backend's default behavior.

Parameters:

rasterized : bool or None

set_sketch_params(scale=None, length=None, randomness=None)

Sets the sketch parameters.

Parameters:

scale : float, 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.

length : float, optional

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

randomness : float, optional

The scale factor by which the length is shrunken or expanded (default 16.0)

set_snap(snap)

Sets the snap setting which may be:

• True: snap vertices to the nearest pixel center
• False: leave vertices as-is
• None: (auto) If the path contains only rectilinear line segments, round to the nearest pixel center

Only supported by the Agg and MacOSX backends.

Parameters:

snap : bool or None

set_transform(t)

Set the artist transform.

Parameters:

t : Transform

set_url(url)

Sets the url for the artist.

Parameters:

url : str

set_urls(urls)

Parameters:

urls : List[str] or None

set_visible(b)

Set the artist's visibility.

Parameters:

b : bool

set_zorder(level)

Set the zorder for the artist. Artists with lower zorder values are drawn first.

Parameters:

level : float

stale

If the artist is 'stale' and needs to be re-drawn for the output to match the internal state of the artist.

sticky_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 usecase is histograms, where one usually expects no margin on the bottom edge (0) of the histogram.

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)

Return a normalized rgba array corresponding to x.

In the normal case, x is a 1-D or 2-D 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)

Update this artist's properties from the dictionary prop.

update_from(other)

copy properties from other to self

update_scalarmappable()

If the scalar mappable array is not none, update colors from scalar data

zorder = 0

class matplotlib.collections.EllipseCollection(widths, heights, angles, units='points', **kwargs)

Bases: matplotlib.collections.Collection

A collection of ellipses, drawn using splines.

Parameters:

widths : array-like

The lengths of the first axes (e.g., major axis lengths).

heights : array-like

The lengths of second axes.

angles : array-like

The angles of the first axes, degrees CCW from the x-axis.

units : {'points', 'inches', 'dots', 'width', 'height', 'x', 'y', 'xy'}

The units in which majors and minors are given; 'width' and 'height' refer to the dimensions of the axes, while 'x' and 'y' refer to the offsets data units. 'xy' differs from all others in that the angle as plotted varies with the aspect ratio, and equals the specified angle only when the aspect ratio is unity. Hence it behaves the same as the Ellipse with axes.transData as its transform.

Other Parameters:

**kwargs

Additional kwargs inherited from the base Collection.

Valid Collection keyword arguments:

• edgecolors: None
• facecolors: None
• linewidths: None
• antialiaseds: None
• offsets: None
• transOffset: transforms.IdentityTransform()
• norm: None (optional for matplotlib.cm.ScalarMappable)
• cmap: None (optional for matplotlib.cm.ScalarMappable)

offsets and transOffset are used to translate the patch after rendering (default no offsets)

If any of edgecolors, facecolors, linewidths, antialiaseds are None, they default to their matplotlib.rcParams patch setting, in sequence form.

add_callback(func)

Adds a callback function that will be called whenever one of the Artist's properties changes.

Returns an id that is useful for removing the callback with remove_callback() later.

add_checker(checker)

Add an entry to a dictionary of boolean flags that are set to True when the mappable is changed.

aname = 'Artist'

autoscale()

Autoscale the scalar limits on the norm instance using the current array

autoscale_None()

Autoscale the scalar limits on the norm instance using the current array, changing only limits that are None

axes

The Axes instance the artist resides in, or None.

changed()

Call this whenever the mappable is changed to notify all the callbackSM listeners to the 'changed' signal

check_update(checker)

If mappable has changed since the last check, return True; else return False

contains(mouseevent)

Test whether the mouse event occurred in the collection.

Returns True | False, dict(ind=itemlist), where every item in itemlist contains the event.

convert_xunits(x)

For artists in an axes, if the xaxis has units support, convert x using xaxis unit type

convert_yunits(y)

For artists in an axes, if the yaxis has units support, convert y using yaxis unit type

draw(renderer)

Derived classes drawing method

findobj(match=None, include_self=True)

Find artist objects.

Recursively find all Artist instances contained in self.

match can be

• None: return all objects contained in artist.
• function with signature boolean = match(artist) used to filter matches
• class instance: e.g., Line2D. Only return artists of class type.

If include_self is True (default), include self in the list to be checked for a match.

format_cursor_data(data)

Return cursor data string formatted.

get_agg_filter()

Return filter function to be used for agg filter.

get_alpha()

Return the alpha value used for blending - not supported on all backends

get_animated()

Return the artist's animated state

get_array()

Return the array

get_capstyle()

get_children()

Return a list of the child Artist`s this :class:`Artist contains.

get_clim()

return the min, max of the color limits for image scaling

get_clip_box()

Return artist clipbox

get_clip_on()

Return whether artist uses clipping

get_clip_path()

Return artist clip path

get_cmap()

return the colormap

get_contains()

Return the _contains test used by the artist, or None for default.

get_cursor_data(event)

Get the cursor data for a given event.

get_dashes(*args, **kwargs)

alias for get_linestyle

get_datalim(transData)

get_edgecolor()

get_edgecolors(*args, **kwargs)

alias for get_edgecolor

get_facecolor()

get_facecolors(*args, **kwargs)

alias for get_facecolor

get_figure()

Return the Figure instance the artist belongs to.

get_fill()

return whether fill is set

get_gid()

Returns the group id.

get_hatch()

Return the current hatching pattern.

get_in_layout()

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()

get_label()

Get the label used for this artist in the legend.

get_linestyle()

get_linestyles(*args, **kwargs)

alias for get_linestyle

get_linewidth()

get_linewidths(*args, **kwargs)

alias for get_linewidth

get_lw(*args, **kwargs)

alias for get_linewidth

get_offset_position()

Returns how offsets are applied for the collection. If offset_position is 'screen', the offset is applied after the master transform has been applied, that is, the offsets are in screen coordinates. If offset_position is 'data', the offset is applied before the master transform, i.e., the offsets are in data coordinates.

get_offset_transform()

get_offsets()

Return the offsets for the collection.

get_path_effects()

get_paths()

get_picker()

Return the picker object used by this artist.

get_pickradius()

get_rasterized()

Return whether the artist is to be rasterized.

get_sketch_params()

Returns the sketch parameters for the artist.

Returns:

sketch_params : 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.

May return None if no sketch parameters were set.

get_snap()

Returns the snap setting which may be:

• True: snap vertices to the nearest pixel center
• False: leave vertices as-is
• None: (auto) If the path contains only rectilinear line segments, round to the nearest pixel center

Only supported by the Agg and MacOSX backends.

get_tightbbox(renderer)

Like Artist.get_window_extent, but includes any clipping.

Parameters:

renderer : RendererBase instance

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

Returns:

bbox : BboxBase

containing the bounding box (in figure pixel co-ordinates).

get_transform()

Return the Transform instance used by this artist.

get_transformed_clip_path_and_affine()

Return the clip path with the non-affine part of its transformation applied, and the remaining affine part of its transformation.

get_transforms()

get_url()

Returns the url.

get_urls()

get_visible()

Return the artist's visiblity

get_window_extent(renderer)

Get the axes bounding box in display space. 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()

Return the artist's zorder.

have_units()

Return True if units are set on the x or y axes

hitlist(event)

Deprecated since version 2.2: The hitlist function was deprecated in Matplotlib 2.2 and will be removed in 3.1.

List the children of the artist which contain the mouse event event.

is_figure_set()

Deprecated since version 2.2: artist.figure is not None

Returns whether the artist is assigned to a Figure.

is_transform_set()

Returns True if Artist has a transform explicitly set.

mouseover

pchanged()

Fire an event when property changed, calling all of the registered callbacks.

pick(mouseevent)

Process pick event

each child artist will fire a pick event if mouseevent is over the artist and the artist has picker set

pickable()

Return True if Artist is pickable.

properties()

return a dictionary mapping property name -> value for all Artist props

remove()

Remove the artist from the figure if possible. The effect will not be visible until the figure is redrawn, e.g., with matplotlib.axes.Axes.draw_idle(). Call matplotlib.axes.Axes.relim() to update the axes limits if desired.

Note: relim() will not see collections even if the collection was added to axes with autolim = True.

Note: there is no support for removing the artist's legend entry.

remove_callback(oid)

Remove a callback based on its id.

See also

add_callback()

For adding callbacks

set(**kwargs)

A property batch setter. Pass kwargs to set properties.

set_agg_filter(filter_func)

Set the agg filter.

Parameters:

filter_func : callable

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)

Set the alpha tranparencies of the collection. alpha must be a float or None.

Parameters:

alpha : float or None

set_animated(b)

Set the artist's animation state.

Parameters:

b : bool

set_antialiased(aa)

Set the antialiasing state for rendering.

Parameters:

aa : bool or sequence of bools

set_antialiaseds(*args, **kwargs)

alias for set_antialiased

set_array(A)

Set the image array from numpy array A.

Parameters:

A : ndarray

set_capstyle(cs)

Set the capstyle for the collection. The capstyle can only be set globally for all elements in the collection

Parameters:

cs : {'butt', 'round', 'projecting'}

The capstyle

set_clim(vmin=None, vmax=None)

set the norm limits for image scaling; if vmin is a length2 sequence, interpret it as (vmin, vmax) which is used to support setp

ACCEPTS: a length 2 sequence of floats; may be overridden in methods that have vmin and vmax kwargs.

set_clip_box(clipbox)

Set the artist's clip Bbox.

Parameters:

clipbox : Bbox

set_clip_on(b)

Set whether artist uses clipping.

When False artists will be visible out side of the axes which can lead to unexpected results.

Parameters:

b : bool

set_clip_path(path, transform=None)

Set the artist's clip path, which may be:

• a Patch (or subclass) instance; or
• a Path instance, in which case a Transform instance, which will be applied to the path before using it for clipping, must be provided; or
• None, to remove a previously set clipping path.

For efficiency, if the path happens to be an axis-aligned rectangle, this method will set the clipping box to the corresponding rectangle and set the clipping path to None.

ACCEPTS: [(Path, Transform) | Patch | None]

set_cmap(cmap)

set the colormap for luminance data

Parameters:

cmap : colormap or registered colormap name

set_color(c)

Set both the edgecolor and the facecolor.

See also

set_facecolor(), set_edgecolor()

For setting the edge or face color individually.

Parameters:

c : matplotlib color arg or sequence of rgba tuples

set_contains(picker)

Replace the contains test used by this artist. The new picker should be a callable function which determines whether the artist is hit by the mouse event:

hit, props = picker(artist, mouseevent)

If the mouse event is over the artist, return hit = True and props is a dictionary of properties you want returned with the contains test.

Parameters:

picker : callable

set_dashes(*args, **kwargs)

alias for set_linestyle

set_edgecolor(c)

Set the edgecolor(s) of the collection. c can be a matplotlib color spec (all patches have same color), or a sequence of specs; if it is a sequence the patches will cycle through the sequence.

If c is 'face', the edge color will always be the same as the face color. If it is 'none', the patch boundary will not be drawn.

Parameters:

c : color or sequence of colors

set_edgecolors(*args, **kwargs)

alias for set_edgecolor

set_facecolor(c)

Set the facecolor(s) of the collection. c can be a matplotlib color spec (all patches have same color), or a sequence of specs; if it is a sequence the patches will cycle through the sequence.

If c is 'none', the patch will not be filled.

Parameters:

c : color or sequence of colors

set_facecolors(*args, **kwargs)

alias for set_facecolor

set_figure(fig)

Set the Figure instance the artist belongs to.

Parameters:

fig : Figure

set_gid(gid)

Sets the (group) id for the artist.

Parameters:

gid : str

set_hatch(hatch)

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)

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_layout : bool

set_joinstyle(js)

Set the joinstyle for the collection. The joinstyle can only be set globally for all elements in the collection.

Parameters:

js : {'miter', 'round', 'bevel'}

The joinstyle

set_label(s)

Set the label to s for auto legend.

Parameters:

s : object

s will be converted to a string by calling str.

set_linestyle(ls)

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:

ls : {'-', '--', '-.', ':', '', (offset, on-off-seq), ...}

The line style.

set_linestyles(*args, **kwargs)

alias for set_linestyle

set_linewidth(lw)

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:

lw : float or sequence of floats

set_linewidths(*args, **kwargs)

alias for set_linewidth

set_lw(*args, **kwargs)

alias for set_linewidth

set_norm(norm)

Set the normalization instance.

Parameters:

norm : Normalize

set_offset_position(offset_position)

Set how offsets are applied. If offset_position is 'screen' (default) the offset is applied after the master transform has been applied, that is, the offsets are in screen coordinates. If offset_position is 'data', the offset is applied before the master transform, i.e., the offsets are in data coordinates.

Parameters:

offset_position : {'screen', 'data'}

set_offsets(offsets)

Set the offsets for the collection. offsets can be a scalar or a sequence.

Parameters:

offsets : float or sequence of floats

set_path_effects(path_effects)

Set the path effects.

Parameters:

path_effects : AbstractPathEffect

set_paths()

set_picker(picker)

Set the epsilon for picking used by this artist

picker 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 it's 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.

Parameters:

picker : None or bool or float or callable

set_pickradius(pr)

Set the pick radius used for containment tests.

Parameters:

d : float

Pick radius, in points.

set_rasterized(rasterized)

Force rasterized (bitmap) drawing in vector backend output.

Defaults to None, which implies the backend's default behavior.

Parameters:

rasterized : bool or None

set_sketch_params(scale=None, length=None, randomness=None)

Sets the sketch parameters.

Parameters:

scale : float, 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.

length : float, optional

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

randomness : float, optional

The scale factor by which the length is shrunken or expanded (default 16.0)

set_snap(snap)

Sets the snap setting which may be:

• True: snap vertices to the nearest pixel center
• False: leave vertices as-is
• None: (auto) If the path contains only rectilinear line segments, round to the nearest pixel center

Only supported by the Agg and MacOSX backends.

Parameters:

snap : bool or None

set_transform(t)

Set the artist transform.

Parameters:

t : Transform

set_url(url)

Sets the url for the artist.

Parameters:

url : str

set_urls(urls)

Parameters:

urls : List[str] or None

set_visible(b)

Set the artist's visibility.

Parameters:

b : bool

set_zorder(level)

Set the zorder for the artist. Artists with lower zorder values are drawn first.

Parameters:

level : float

stale

If the artist is 'stale' and needs to be re-drawn for the output to match the internal state of the artist.

sticky_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 usecase is histograms, where one usually expects no margin on the bottom edge (0) of the histogram.

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)

Return a normalized rgba array corresponding to x.

In the normal case, x is a 1-D or 2-D 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)

Update this artist's properties from the dictionary prop.

update_from(other)

copy properties from other to self

update_scalarmappable()

If the scalar mappable array is not none, update colors from scalar data

zorder = 0

class matplotlib.collections.EventCollection(positions, orientation=None, lineoffset=0, linelength=1, linewidth=None, color=None, linestyle='solid', antialiased=None, **kwargs)

Bases: matplotlib.collections.LineCollection

A collection of discrete events.

The events are given by a 1-dimensional array, usually the position of something along an axis, such as time or length. They do not have an amplitude and are displayed as vertical or horizontal parallel bars.

Parameters:

positions : 1D array-like object

Each value is an event.

orientation : {None, 'horizontal', 'vertical'}, optional

The orientation of the collection (the event bars are along the orthogonal direction). Defaults to 'horizontal' if not specified or None.

lineoffset : scalar, optional, default: 0

The offset of the center of the markers from the origin, in the direction orthogonal to orientation.

linelength : scalar, optional, default: 1

The total height of the marker (i.e. the marker stretches from lineoffset - linelength/2 to lineoffset + linelength/2).

linewidth : scalar or None, optional, default: None

If it is None, defaults to its rcParams setting, in sequence form.

color : color, sequence of colors or None, optional, default: None

If it is None, defaults to its rcParams setting, in sequence form.

linestyle : str or tuple, optional, default: 'solid'

Valid strings are ['solid', 'dashed', 'dashdot', 'dotted', '-', '--', '-.', ':']. Dash tuples should be of the form:

(offset, onoffseq),

where onoffseq is an even length tuple of on and off ink in points.

antialiased : {None, 1, 2}, optional

If it is None, defaults to its rcParams setting, in sequence form.

**kwargs : optional

Other keyword arguments are line collection properties. See LineCollection for a list of the valid properties.

Examples

(Source code, png, pdf)

add_callback(func)

Adds a callback function that will be called whenever one of the Artist's properties changes.

Returns an id that is useful for removing the callback with remove_callback() later.

add_checker(checker)

Add an entry to a dictionary of boolean flags that are set to True when the mappable is changed.

add_positions(position)

add one or more events at the specified positions

aname = 'Artist'

append_positions(position)

add one or more events at the specified positions

autoscale()

Autoscale the scalar limits on the norm instance using the current array

autoscale_None()

Autoscale the scalar limits on the norm instance using the current array, changing only limits that are None

axes

The Axes instance the artist resides in, or None.

changed()

Call this whenever the mappable is changed to notify all the callbackSM listeners to the 'changed' signal

check_update(checker)

If mappable has changed since the last check, return True; else return False

contains(mouseevent)

Test whether the mouse event occurred in the collection.

Returns True | False, dict(ind=itemlist), where every item in itemlist contains the event.

convert_xunits(x)

For artists in an axes, if the xaxis has units support, convert x using xaxis unit type

convert_yunits(y)

For artists in an axes, if the yaxis has units support, convert y using yaxis unit type

draw(renderer)

Derived classes drawing method

extend_positions(position)

add one or more events at the specified positions

findobj(match=None, include_self=True)

Find artist objects.

Recursively find all Artist instances contained in self.

match can be

• None: return all objects contained in artist.
• function with signature boolean = match(artist) used to filter matches
• class instance: e.g., Line2D. Only return artists of class type.

If include_self is True (default), include self in the list to be checked for a match.

format_cursor_data(data)

Return cursor data string formatted.

get_agg_filter()

Return filter function to be used for agg filter.

get_alpha()

Return the alpha value used for blending - not supported on all backends

get_animated()

Return the artist's animated state

get_array()

Return the array

get_capstyle()

get_children()

Return a list of the child Artist`s this :class:`Artist contains.

get_clim()

return the min, max of the color limits for image scaling

get_clip_box()

Return artist clipbox

get_clip_on()

Return whether artist uses clipping

get_clip_path()

Return artist clip path

get_cmap()

return the colormap

get_color()

get the color of the lines used to mark each event

get_colors()

get_contains()

Return the _contains test used by the artist, or None for default.

get_cursor_data(event)

Get the cursor data for a given event.

get_dashes(*args, **kwargs)

alias for get_linestyle

get_datalim(transData)

get_edgecolor()

get_edgecolors(*args, **kwargs)

alias for get_edgecolor

get_facecolor()

get_facecolors(*args, **kwargs)

alias for get_facecolor

get_figure()

Return the Figure instance the artist belongs to.

get_fill()

return whether fill is set

get_gid()

Returns the group id.

get_hatch()

Return the current hatching pattern.

get_in_layout()

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()

get_label()

Get the label used for this artist in the legend.

get_linelength()

get the length of the lines used to mark each event

get_lineoffset()

get the offset of the lines used to mark each event

get_linestyle()

get_linestyles(*args, **kwargs)

alias for get_linestyle

get_linewidth()

Get the width of the lines used to mark each event.

get_linewidths()

alias for get_linewidth

get_lw(*args, **kwargs)

alias for get_linewidth

get_offset_position()

Returns how offsets are applied for the collection. If offset_position is 'screen', the offset is applied after the master transform has been applied, that is, the offsets are in screen coordinates. If offset_position is 'data', the offset is applied before the master transform, i.e., the offsets are in data coordinates.

get_offset_transform()

get_offsets()

Return the offsets for the collection.

get_orientation()

get the orientation of the event line, may be: [ 'horizontal' | 'vertical' ]

get_path_effects()

get_paths()

get_picker()

Return the picker object used by this artist.

get_pickradius()

get_positions()

return an array containing the floating-point values of the positions

get_rasterized()

Return whether the artist is to be rasterized.

get_segments()

Returns:

segments : list

List of segments in the LineCollection. Each list item contains an array of vertices.

get_sketch_params()

Returns the sketch parameters for the artist.

Returns:

sketch_params : 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.

May return None if no sketch parameters were set.

get_snap()

Returns the snap setting which may be:

• True: snap vertices to the nearest pixel center
• False: leave vertices as-is
• None: (auto) If the path contains only rectilinear line segments, round to the nearest pixel center

Only supported by the Agg and MacOSX backends.

get_tightbbox(renderer)

Like Artist.get_window_extent, but includes any clipping.

Parameters:

renderer : RendererBase instance

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

Returns:

bbox : BboxBase

containing the bounding box (in figure pixel co-ordinates).

get_transform()

Return the Transform instance used by this artist.

get_transformed_clip_path_and_affine()

Return the clip path with the non-affine part of its transformation applied, and the remaining affine part of its transformation.

get_transforms()

get_url()

Returns the url.

get_urls()

get_visible()

Return the artist's visiblity

get_window_extent(renderer)

Get the axes bounding box in display space. 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()

Return the artist's zorder.

have_units()

Return True if units are set on the x or y axes

hitlist(event)

Deprecated since version 2.2: The hitlist function was deprecated in Matplotlib 2.2 and will be removed in 3.1.

List the children of the artist which contain the mouse event event.

is_figure_set()

Deprecated since version 2.2: artist.figure is not None

Returns whether the artist is assigned to a Figure.

is_horizontal()

True if the eventcollection is horizontal, False if vertical

is_transform_set()

Returns True if Artist has a transform explicitly set.

mouseover

pchanged()

Fire an event when property changed, calling all of the registered callbacks.

pick(mouseevent)

Process pick event

each child artist will fire a pick event if mouseevent is over the artist and the artist has picker set

pickable()

Return True if Artist is pickable.

properties()

return a dictionary mapping property name -> value for all Artist props

remove()

Remove the artist from the figure if possible. The effect will not be visible until the figure is redrawn, e.g., with matplotlib.axes.Axes.draw_idle(). Call matplotlib.axes.Axes.relim() to update the axes limits if desired.

Note: relim() will not see collections even if the collection was added to axes with autolim = True.

Note: there is no support for removing the artist's legend entry.

remove_callback(oid)

Remove a callback based on its id.

See also

add_callback()

For adding callbacks

set(**kwargs)

A property batch setter. Pass kwargs to set properties.

set_agg_filter(filter_func)

Set the agg filter.

Parameters:

filter_func : callable

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)

Set the alpha tranparencies of the collection. alpha must be a float or None.

Parameters:

alpha : float or None

set_animated(b)

Set the artist's animation state.

Parameters:

b : bool

set_antialiased(aa)

Set the antialiasing state for rendering.

Parameters:

aa : bool or sequence of bools

set_antialiaseds(*args, **kwargs)

alias for set_antialiased

set_array(A)

Set the image array from numpy array A.

Parameters:

A : ndarray

set_capstyle(cs)

Set the capstyle for the collection. The capstyle can only be set globally for all elements in the collection

Parameters:

cs : {'butt', 'round', 'projecting'}

The capstyle

set_clim(vmin=None, vmax=None)

set the norm limits for image scaling; if vmin is a length2 sequence, interpret it as (vmin, vmax) which is used to support setp

ACCEPTS: a length 2 sequence of floats; may be overridden in methods that have vmin and vmax kwargs.

set_clip_box(clipbox)

Set the artist's clip Bbox.

Parameters:

clipbox : Bbox

set_clip_on(b)

Set whether artist uses clipping.

When False artists will be visible out side of the axes which can lead to unexpected results.

Parameters:

b : bool

set_clip_path(path, transform=None)

Set the artist's clip path, which may be:

• a Patch (or subclass) instance; or
• a Path instance, in which case a Transform instance, which will be applied to the path before using it for clipping, must be provided; or
• None, to remove a previously set clipping path.

For efficiency, if the path happens to be an axis-aligned rectangle, this method will set the clipping box to the corresponding rectangle and set the clipping path to None.

ACCEPTS: [(Path, Transform) | Patch | None]

set_cmap(cmap)

set the colormap for luminance data

Parameters:

cmap : colormap or registered colormap name

set_color(c)

Set the color(s) of the LineCollection.

Parameters:

c :

Matplotlib color argument (all patches have same color), or a sequence or rgba tuples; if it is a sequence the patches will cycle through the sequence.

set_contains(picker)

Replace the contains test used by this artist. The new picker should be a callable function which determines whether the artist is hit by the mouse event:

hit, props = picker(artist, mouseevent)

If the mouse event is over the artist, return hit = True and props is a dictionary of properties you want returned with the contains test.

Parameters:

picker : callable

set_dashes(*args, **kwargs)

alias for set_linestyle

set_edgecolor(c)

Set the edgecolor(s) of the collection. c can be a matplotlib color spec (all patches have same color), or a sequence of specs; if it is a sequence the patches will cycle through the sequence.

If c is 'face', the edge color will always be the same as the face color. If it is 'none', the patch boundary will not be drawn.

Parameters:

c : color or sequence of colors

set_edgecolors(*args, **kwargs)

alias for set_edgecolor

set_facecolor(c)

Set the facecolor(s) of the collection. c can be a matplotlib color spec (all patches have same color), or a sequence of specs; if it is a sequence the patches will cycle through the sequence.

If c is 'none', the patch will not be filled.

Parameters:

c : color or sequence of colors

set_facecolors(*args, **kwargs)

alias for set_facecolor

set_figure(fig)

Set the Figure instance the artist belongs to.

Parameters:

fig : Figure

set_gid(gid)

Sets the (group) id for the artist.

Parameters:

gid : str

set_hatch(hatch)

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)

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_layout : bool

set_joinstyle(js)

Set the joinstyle for the collection. The joinstyle can only be set globally for all elements in the collection.

Parameters:

js : {'miter', 'round', 'bevel'}

The joinstyle

set_label(s)

Set the label to s for auto legend.

Parameters:

s : object

s will be converted to a string by calling str.

set_linelength(linelength)

set the length of the lines used to mark each event

set_lineoffset(lineoffset)

set the offset of the lines used to mark each event

set_linestyle(ls)

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:

ls : {'-', '--', '-.', ':', '', (offset, on-off-seq), ...}

The line style.

set_linestyles(*args, **kwargs)

alias for set_linestyle

set_linewidth(lw)

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:

lw : float or sequence of floats

set_linewidths(*args, **kwargs)

alias for set_linewidth

set_lw(*args, **kwargs)

alias for set_linewidth

set_norm(norm)

Set the normalization instance.

Parameters:

norm : Normalize

set_offset_position(offset_position)

Set how offsets are applied. If offset_position is 'screen' (default) the offset is applied after the master transform has been applied, that is, the offsets are in screen coordinates. If offset_position is 'data', the offset is applied before the master transform, i.e., the offsets are in data coordinates.

Parameters:

offset_position : {'screen', 'data'}

set_offsets(offsets)

Set the offsets for the collection. offsets can be a scalar or a sequence.

Parameters:

offsets : float or sequence of floats

set_orientation(orientation=None)

set the orientation of the event line [ 'horizontal' | 'vertical' | None ] defaults to 'horizontal' if not specified or None

set_path_effects(path_effects)

Set the path effects.

Parameters:

path_effects : AbstractPathEffect

set_paths(segments)

set_picker(picker)

Set the epsilon for picking used by this artist

picker 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 it's 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.

Parameters:

picker : None or bool or float or callable

set_pickradius(pr)

Set the pick radius used for containment tests.

Parameters:

d : float

Pick radius, in points.

set_positions(positions)

set the positions of the events to the specified value

set_rasterized(rasterized)

Force rasterized (bitmap) drawing in vector backend output.

Defaults to None, which implies the backend's default behavior.

Parameters:

rasterized : bool or None

set_segments(segments)

set_sketch_params(scale=None, length=None, randomness=None)

Sets the sketch parameters.

Parameters:

scale : float, 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.

length : float, optional

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

randomness : float, optional

The scale factor by which the length is shrunken or expanded (default 16.0)

set_snap(snap)

Sets the snap setting which may be:

• True: snap vertices to the nearest pixel center
• False: leave vertices as-is
• None: (auto) If the path contains only rectilinear line segments, round to the nearest pixel center

Only supported by the Agg and MacOSX backends.

Parameters:

snap : bool or None

set_transform(t)

Set the artist transform.

Parameters:

t : Transform

set_url(url)

Sets the url for the artist.

Parameters:

url : str

set_urls(urls)

Parameters:

urls : List[str] or None

set_verts(segments)

set_visible(b)

Set the artist's visibility.

Parameters:

b : bool

set_zorder(level)

Set the zorder for the artist. Artists with lower zorder values are drawn first.

Parameters:

level : float

stale

If the artist is 'stale' and needs to be re-drawn for the output to match the internal state of the artist.

sticky_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 usecase is histograms, where one usually expects no margin on the bottom edge (0) of the histogram.

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)

switch_orientation()

switch the orientation of the event line, either from vertical to horizontal or vice versus

to_rgba(x, alpha=None, bytes=False, norm=True)

Return a normalized rgba array corresponding to x.

In the normal case, x is a 1-D or 2-D 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)

Update this artist's properties from the dictionary prop.

update_from(other)

copy properties from other to self

update_scalarmappable()

If the scalar mappable array is not none, update colors from scalar data

zorder = 0

class matplotlib.collections.LineCollection(segments, linewidths=None, colors=None, antialiaseds=None, linestyles='solid', offsets=None, transOffset=None, norm=None, cmap=None, pickradius=5, zorder=2, facecolors='none', **kwargs)

Bases: matplotlib.collections.Collection

All parameters must be sequences or scalars; if scalars, they will be converted to sequences. The property of the ith line segment is:

prop[i % len(props)]

i.e., the properties cycle if the len of props is less than the number of segments.

Parameters:

segments :

A sequence of (line0, line1, line2), where:

linen = (x0, y0), (x1, y1), ... (xm, ym)

or the equivalent numpy array with two columns. Each line can be a different length.

colors : sequence, optional

A sequence of RGBA tuples (e.g., arbitrary color strings, etc, not allowed).

antialiaseds : sequence, optional

A sequence of ones or zeros.

linestyles : string, tuple, optional

Either one of [ 'solid' | 'dashed' | 'dashdot' | 'dotted' ], or a dash tuple. The dash tuple is:

(offset, onoffseq)

where onoffseq is an even length tuple of on and off ink in points.

norm : Normalize, optional

Normalize instance.

cmap : string or Colormap, optional

Colormap name or Colormap instance.

pickradius : float, optional

The tolerance in points for mouse clicks picking a line. Default is 5 pt.

zorder : int, optional

zorder of the LineCollection. Default is 2.

facecolors : optional

The facecolors of the LineCollection. Default is 'none'. Setting to a value other than 'none' will lead to a filled polygon being drawn between points on each line.

Notes

If linewidths, colors, or antialiaseds is None, they default to their rcParams setting, in sequence form.

If offsets and transOffset are not None, then offsets are transformed by transOffset and applied after the segments have been transformed to display coordinates.

If offsets is not None but transOffset is None, then the offsets are added to the segments before any transformation. In this case, a single offset can be specified as:

offsets=(xo,yo)

and this value will be added cumulatively to each successive segment, so as to produce a set of successively offset curves.

The use of ScalarMappable is optional. If the ScalarMappable array _A is not None (i.e., a call to set_array() has been made), at draw time a call to scalar mappable will be made to set the colors.

add_callback(func)

Adds a callback function that will be called whenever one of the Artist's properties changes.

Returns an id that is useful for removing the callback with remove_callback() later.

add_checker(checker)

Add an entry to a dictionary of boolean flags that are set to True when the mappable is changed.

aname = 'Artist'

autoscale()

Autoscale the scalar limits on the norm instance using the current array

autoscale_None()

Autoscale the scalar limits on the norm instance using the current array, changing only limits that are None

axes

The Axes instance the artist resides in, or None.

changed()

Call this whenever the mappable is changed to notify all the callbackSM listeners to the 'changed' signal

check_update(checker)

If mappable has changed since the last check, return True; else return False

contains(mouseevent)

Test whether the mouse event occurred in the collection.

Returns True | False, dict(ind=itemlist), where every item in itemlist contains the event.

convert_xunits(x)

For artists in an axes, if the xaxis has units support, convert x using xaxis unit type

convert_yunits(y)

For artists in an axes, if the yaxis has units support, convert y using yaxis unit type

draw(renderer)

Derived classes drawing method

findobj(match=None, include_self=True)

Find artist objects.

Recursively find all Artist instances contained in self.

match can be

• None: return all objects contained in artist.
• function with signature boolean = match(artist) used to filter matches
• class instance: e.g., Line2D. Only return artists of class type.

If include_self is True (default), include self in the list to be checked for a match.

format_cursor_data(data)

Return cursor data string formatted.

get_agg_filter()

Return filter function to be used for agg filter.

get_alpha()

Return the alpha value used for blending - not supported on all backends

get_animated()

Return the artist's animated state

get_array()

Return the array

get_capstyle()

get_children()

Return a list of the child Artist`s this :class:`Artist contains.

get_clim()

return the min, max of the color limits for image scaling

get_clip_box()

Return artist clipbox

get_clip_on()

Return whether artist uses clipping

get_clip_path()

Return artist clip path

get_cmap()

return the colormap

get_color()

get_colors()

get_contains()

Return the _contains test used by the artist, or None for default.

get_cursor_data(event)

Get the cursor data for a given event.

get_dashes(*args, **kwargs)

alias for get_linestyle

get_datalim(transData)

get_edgecolor()

get_edgecolors(*args, **kwargs)

alias for get_edgecolor

get_facecolor()

get_facecolors(*args, **kwargs)

alias for get_facecolor

get_figure()

Return the Figure instance the artist belongs to.

get_fill()

return whether fill is set

get_gid()

Returns the group id.

get_hatch()

Return the current hatching pattern.

get_in_layout()

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()

get_label()

Get the label used for this artist in the legend.

get_linestyle()

get_linestyles(*args, **kwargs)

alias for get_linestyle

get_linewidth()

get_linewidths(*args, **kwargs)

alias for get_linewidth

get_lw(*args, **kwargs)

alias for get_linewidth

get_offset_position()

Returns how offsets are applied for the collection. If offset_position is 'screen', the offset is applied after the master transform has been applied, that is, the offsets are in screen coordinates. If offset_position is 'data', the offset is applied before the master transform, i.e., the offsets are in data coordinates.

get_offset_transform()

get_offsets()

Return the offsets for the collection.

get_path_effects()

get_paths()

get_picker()

Return the picker object used by this artist.

get_pickradius()

get_rasterized()

Return whether the artist is to be rasterized.

get_segments()

Returns:

segments : list

List of segments in the LineCollection. Each list item contains an array of vertices.

get_sketch_params()

Returns the sketch parameters for the artist.

Returns:

sketch_params : 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.

May return None if no sketch parameters were set.

get_snap()

Returns the snap setting which may be:

• True: snap vertices to the nearest pixel center
• False: leave vertices as-is
• None: (auto) If the path contains only rectilinear line segments, round to the nearest pixel center

Only supported by the Agg and MacOSX backends.

get_tightbbox(renderer)

Like Artist.get_window_extent, but includes any clipping.

Parameters:

renderer : RendererBase instance

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

Returns:

bbox : BboxBase

containing the bounding box (in figure pixel co-ordinates).

get_transform()

Return the Transform instance used by this artist.

get_transformed_clip_path_and_affine()

Return the clip path with the non-affine part of its transformation applied, and the remaining affine part of its transformation.

get_transforms()

get_url()

Returns the url.

get_urls()

get_visible()

Return the artist's visiblity

get_window_extent(renderer)

Get the axes bounding box in display space. 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()

Return the artist's zorder.

have_units()

Return True if units are set on the x or y axes

hitlist(event)

Deprecated since version 2.2: The hitlist function was deprecated in Matplotlib 2.2 and will be removed in 3.1.

List the children of the artist which contain the mouse event event.

is_figure_set()

Deprecated since version 2.2: artist.figure is not None

Returns whether the artist is assigned to a Figure.

is_transform_set()

Returns True if Artist has a transform explicitly set.

mouseover

pchanged()

Fire an event when property changed, calling all of the registered callbacks.

pick(mouseevent)

Process pick event

each child artist will fire a pick event if mouseevent is over the artist and the artist has picker set

pickable()

Return True if Artist is pickable.

properties()

return a dictionary mapping property name -> value for all Artist props

remove()

Remove the artist from the figure if possible. The effect will not be visible until the figure is redrawn, e.g., with matplotlib.axes.Axes.draw_idle(). Call matplotlib.axes.Axes.relim() to update the axes limits if desired.

Note: relim() will not see collections even if the collection was added to axes with autolim = True.

Note: there is no support for removing the artist's legend entry.

remove_callback(oid)

Remove a callback based on its id.

See also

add_callback()

For adding callbacks

set(**kwargs)

A property batch setter. Pass kwargs to set properties.

set_agg_filter(filter_func)

Set the agg filter.

Parameters:

filter_func : callable

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)

Set the alpha tranparencies of the collection. alpha must be a float or None.

Parameters:

alpha : float or None

set_animated(b)

Set the artist's animation state.

Parameters:

b : bool

set_antialiased(aa)

Set the antialiasing state for rendering.

Parameters:

aa : bool or sequence of bools

set_antialiaseds(*args, **kwargs)

alias for set_antialiased

set_array(A)

Set the image array from numpy array A.

Parameters:

A : ndarray

set_capstyle(cs)

Set the capstyle for the collection. The capstyle can only be set globally for all elements in the collection

Parameters:

cs : {'butt', 'round', 'projecting'}

The capstyle

set_clim(vmin=None, vmax=None)

set the norm limits for image scaling; if vmin is a length2 sequence, interpret it as (vmin, vmax) which is used to support setp

ACCEPTS: a length 2 sequence of floats; may be overridden in methods that have vmin and vmax kwargs.

set_clip_box(clipbox)

Set the artist's clip Bbox.

Parameters:

clipbox : Bbox

set_clip_on(b)

Set whether artist uses clipping.

When False artists will be visible out side of the axes which can lead to unexpected results.

Parameters:

b : bool

set_clip_path(path, transform=None)

Set the artist's clip path, which may be:

• a Patch (or subclass) instance; or
• a Path instance, in which case a Transform instance, which will be applied to the path before using it for clipping, must be provided; or
• None, to remove a previously set clipping path.

For efficiency, if the path happens to be an axis-aligned rectangle, this method will set the clipping box to the corresponding rectangle and set the clipping path to None.

ACCEPTS: [(Path, Transform) | Patch | None]

set_cmap(cmap)

set the colormap for luminance data

Parameters:

cmap : colormap or registered colormap name

set_color(c)

Set the color(s) of the LineCollection.

Parameters:

c :

Matplotlib color argument (all patches have same color), or a sequence or rgba tuples; if it is a sequence the patches will cycle through the sequence.

set_contains(picker)

Replace the contains test used by this artist. The new picker should be a callable function which determines whether the artist is hit by the mouse event:

hit, props = picker(artist, mouseevent)

If the mouse event is over the artist, return hit = True and props is a dictionary of properties you want returned with the contains test.

Parameters:

picker : callable

set_dashes(*args, **kwargs)

alias for set_linestyle

set_edgecolor(c)

Set the edgecolor(s) of the collection. c can be a matplotlib color spec (all patches have same color), or a sequence of specs; if it is a sequence the patches will cycle through the sequence.

If c is 'face', the edge color will always be the same as the face color. If it is 'none', the patch boundary will not be drawn.

Parameters:

c : color or sequence of colors

set_edgecolors(*args, **kwargs)

alias for set_edgecolor

set_facecolor(c)

Set the facecolor(s) of the collection. c can be a matplotlib color spec (all patches have same color), or a sequence of specs; if it is a sequence the patches will cycle through the sequence.

If c is 'none', the patch will not be filled.

Parameters:

c : color or sequence of colors

set_facecolors(*args, **kwargs)

alias for set_facecolor

set_figure(fig)

Set the Figure instance the artist belongs to.

Parameters:

fig : Figure

set_gid(gid)

Sets the (group) id for the artist.

Parameters:

gid : str

set_hatch(hatch)

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)

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_layout : bool

set_joinstyle(js)

Set the joinstyle for the collection. The joinstyle can only be set globally for all elements in the collection.

Parameters:

js : {'miter', 'round', 'bevel'}

The joinstyle

set_label(s)

Set the label to s for auto legend.

Parameters:

s : object

s will be converted to a string by calling str.

set_linestyle(ls)

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:

ls : {'-', '--', '-.', ':', '', (offset, on-off-seq), ...}

The line style.

set_linestyles(*args, **kwargs)

alias for set_linestyle

set_linewidth(lw)

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:

lw : float or sequence of floats

set_linewidths(*args, **kwargs)

alias for set_linewidth

set_lw(*args, **kwargs)

alias for set_linewidth

set_norm(norm)

Set the normalization instance.

Parameters:

norm : Normalize

set_offset_position(offset_position)

Set how offsets are applied. If offset_position is 'screen' (default) the offset is applied after the master transform has been applied, that is, the offsets are in screen coordinates. If offset_position is 'data', the offset is applied before the master transform, i.e., the offsets are in data coordinates.

Parameters:

offset_position : {'screen', 'data'}

set_offsets(offsets)

Set the offsets for the collection. offsets can be a scalar or a sequence.

Parameters:

offsets : float or sequence of floats

set_path_effects(path_effects)

Set the path effects.

Parameters:

path_effects : AbstractPathEffect

set_paths(segments)

set_picker(picker)

Set the epsilon for picking used by this artist

picker 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 it's 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.

Parameters:

picker : None or bool or float or callable

set_pickradius(pr)

Set the pick radius used for containment tests.

Parameters:

d : float

Pick radius, in points.

set_rasterized(rasterized)

Force rasterized (bitmap) drawing in vector backend output.

Defaults to None, which implies the backend's default behavior.

Parameters:

rasterized : bool or None

set_segments(segments)

set_sketch_params(scale=None, length=None, randomness=None)

Sets the sketch parameters.

Parameters:

scale : float, 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.

length : float, optional

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

randomness : float, optional

The scale factor by which the length is shrunken or expanded (default 16.0)

set_snap(snap)

Sets the snap setting which may be:

• True: snap vertices to the nearest pixel center
• False: leave vertices as-is
• None: (auto) If the path contains only rectilinear line segments, round to the nearest pixel center

Only supported by the Agg and MacOSX backends.

Parameters:

snap : bool or None

set_transform(t)

Set the artist transform.

Parameters:

t : Transform

set_url(url)

Sets the url for the artist.

Parameters:

url : str

set_urls(urls)

Parameters:

urls : List[str] or None

set_verts(segments)

set_visible(b)

Set the artist's visibility.

Parameters:

b : bool

set_zorder(level)

Set the zorder for the artist. Artists with lower zorder values are drawn first.

Parameters:

level : float

stale

If the artist is 'stale' and needs to be re-drawn for the output to match the internal state of the artist.

sticky_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 usecase is histograms, where one usually expects no margin on the bottom edge (0) of the histogram.

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)

Return a normalized rgba array corresponding to x.

In the normal case, x is a 1-D or 2-D 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)

Update this artist's properties from the dictionary prop.

update_from(other)

copy properties from other to self

update_scalarmappable()

If the scalar mappable array is not none, update colors from scalar data

zorder = 0

class matplotlib.collections.PatchCollection(patches, match_original=False, **kwargs)

Bases: matplotlib.collections.Collection

A generic collection of patches.

This makes it easier to assign a color map to a heterogeneous collection of patches.

This also may improve plotting speed, since PatchCollection will draw faster than a large number of patches.

patches

a sequence of Patch objects. This list may include a heterogeneous assortment of different patch types.

match_original

If True, use the colors and linewidths of the original patches. If False, new colors may be assigned by providing the standard collection arguments, facecolor, edgecolor, linewidths, norm or cmap.

If any of edgecolors, facecolors, linewidths, antialiaseds are None, they default to their matplotlib.rcParams patch setting, in sequence form.

The use of ScalarMappable is optional. If the ScalarMappable matrix _A is not None (i.e., a call to set_array has been made), at draw time a call to scalar mappable will be made to set the face colors.

add_callback(func)

Adds a callback function that will be called whenever one of the Artist's properties changes.

Returns an id that is useful for removing the callback with remove_callback() later.

add_checker(checker)

Add an entry to a dictionary of boolean flags that are set to True when the mappable is changed.

aname = 'Artist'

autoscale()

Autoscale the scalar limits on the norm instance using the current array

autoscale_None()

Autoscale the scalar limits on the norm instance using the current array, changing only limits that are None

axes

The Axes instance the artist resides in, or None.

changed()

Call this whenever the mappable is changed to notify all the callbackSM listeners to the 'changed' signal

check_update(checker)

If mappable has changed since the last check, return True; else return False

contains(mouseevent)

Test whether the mouse event occurred in the collection.

Returns True | False, dict(ind=itemlist), where every item in itemlist contains the event.

convert_xunits(x)

For artists in an axes, if the xaxis has units support, convert x using xaxis unit type

convert_yunits(y)

For artists in an axes, if the yaxis has units support, convert y using yaxis unit type

draw(renderer)

Derived classes drawing method

findobj(match=None, include_self=True)

Find artist objects.

Recursively find all Artist instances contained in self.

match can be

• None: return all objects contained in artist.
• function with signature boolean = match(artist) used to filter matches
• class instance: e.g., Line2D. Only return artists of class type.

If include_self is True (default), include self in the list to be checked for a match.

format_cursor_data(data)

Return cursor data string formatted.

get_agg_filter()

Return filter function to be used for agg filter.

get_alpha()

Return the alpha value used for blending - not supported on all backends

get_animated()

Return the artist's animated state

get_array()

Return the array

get_capstyle()

get_children()

Return a list of the child Artist`s this :class:`Artist contains.

get_clim()

return the min, max of the color limits for image scaling

get_clip_box()

Return artist clipbox

get_clip_on()

Return whether artist uses clipping

get_clip_path()

Return artist clip path

get_cmap()

return the colormap

get_contains()

Return the _contains test used by the artist, or None for default.

get_cursor_data(event)

Get the cursor data for a given event.

get_dashes(*args, **kwargs)

alias for get_linestyle

get_datalim(transData)

get_edgecolor()

get_edgecolors(*args, **kwargs)

alias for get_edgecolor

get_facecolor()

get_facecolors(*args, **kwargs)

alias for get_facecolor

get_figure()

Return the Figure instance the artist belongs to.

get_fill()

return whether fill is set

get_gid()

Returns the group id.

get_hatch()

Return the current hatching pattern.

get_in_layout()

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()

get_label()

Get the label used for this artist in the legend.

get_linestyle()

get_linestyles(*args, **kwargs)

alias for get_linestyle

get_linewidth()

get_linewidths(*args, **kwargs)

alias for get_linewidth

get_lw(*args, **kwargs)

alias for get_linewidth

get_offset_position()

Returns how offsets are applied for the collection. If offset_position is 'screen', the offset is applied after the master transform has been applied, that is, the offsets are in screen coordinates. If offset_position is 'data', the offset is applied before the master transform, i.e., the offsets are in data coordinates.

get_offset_transform()

get_offsets()

Return the offsets for the collection.

get_path_effects()

get_paths()

get_picker()

Return the picker object used by this artist.

get_pickradius()

get_rasterized()

Return whether the artist is to be rasterized.

get_sketch_params()

Returns the sketch parameters for the artist.

Returns:

sketch_params : 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.

May return None if no sketch parameters were set.

get_snap()

Returns the snap setting which may be:

• True: snap vertices to the nearest pixel center
• False: leave vertices as-is
• None: (auto) If the path contains only rectilinear line segments, round to the nearest pixel center

Only supported by the Agg and MacOSX backends.

get_tightbbox(renderer)

Like Artist.get_window_extent, but includes any clipping.

Parameters:

renderer : RendererBase instance

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

Returns:

bbox : BboxBase

containing the bounding box (in figure pixel co-ordinates).

get_transform()

Return the Transform instance used by this artist.

get_transformed_clip_path_and_affine()

Return the clip path with the non-affine part of its transformation applied, and the remaining affine part of its transformation.

get_transforms()

get_url()

Returns the url.

get_urls()

get_visible()

Return the artist's visiblity

get_window_extent(renderer)

Get the axes bounding box in display space. 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()

Return the artist's zorder.

have_units()

Return True if units are set on the x or y axes

hitlist(event)

Deprecated since version 2.2: The hitlist function was deprecated in Matplotlib 2.2 and will be removed in 3.1.

List the children of the artist which contain the mouse event event.

is_figure_set()

Deprecated since version 2.2: artist.figure is not None

Returns whether the artist is assigned to a Figure.

is_transform_set()

Returns True if Artist has a transform explicitly set.

mouseover

pchanged()

Fire an event when property changed, calling all of the registered callbacks.

pick(mouseevent)

Process pick event

each child artist will fire a pick event if mouseevent is over the artist and the artist has picker set

pickable()

Return True if Artist is pickable.

properties()

return a dictionary mapping property name -> value for all Artist props

remove()

Remove the artist from the figure if possible. The effect will not be visible until the figure is redrawn, e.g., with matplotlib.axes.Axes.draw_idle(). Call matplotlib.axes.Axes.relim() to update the axes limits if desired.

Note: relim() will not see collections even if the collection was added to axes with autolim = True.

Note: there is no support for removing the artist's legend entry.

remove_callback(oid)

Remove a callback based on its id.

See also

add_callback()

For adding callbacks

set(**kwargs)

A property batch setter. Pass kwargs to set properties.

set_agg_filter(filter_func)

Set the agg filter.

Parameters:

filter_func : callable

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)

Set the alpha tranparencies of the collection. alpha must be a float or None.

Parameters:

alpha : float or None

set_animated(b)

Set the artist's animation state.

Parameters:

b : bool

set_antialiased(aa)

Set the antialiasing state for rendering.

Parameters:

aa : bool or sequence of bools

set_antialiaseds(*args, **kwargs)

alias for set_antialiased

set_array(A)

Set the image array from numpy array A.

Parameters:

A : ndarray

set_capstyle(cs)

Set the capstyle for the collection. The capstyle can only be set globally for all elements in the collection

Parameters:

cs : {'butt', 'round', 'projecting'}

The capstyle

set_clim(vmin=None, vmax=None)

set the norm limits for image scaling; if vmin is a length2 sequence, interpret it as (vmin, vmax) which is used to support setp

ACCEPTS: a length 2 sequence of floats; may be overridden in methods that have vmin and vmax kwargs.

set_clip_box(clipbox)

Set the artist's clip Bbox.

Parameters:

clipbox : Bbox

set_clip_on(b)

Set whether artist uses clipping.

When False artists will be visible out side of the axes which can lead to unexpected results.

Parameters:

b : bool

set_clip_path(path, transform=None)

Set the artist's clip path, which may be:

• a Patch (or subclass) instance; or
• a Path instance, in which case a Transform instance, which will be applied to the path before using it for clipping, must be provided; or
• None, to remove a previously set clipping path.

For efficiency, if the path happens to be an axis-aligned rectangle, this method will set the clipping box to the corresponding rectangle and set the clipping path to None.

ACCEPTS: [(Path, Transform) | Patch | None]

set_cmap(cmap)

set the colormap for luminance data

Parameters:

cmap : colormap or registered colormap name

set_color(c)

Set both the edgecolor and the facecolor.

See also

set_facecolor(), set_edgecolor()

For setting the edge or face color individually.

Parameters:

c : matplotlib color arg or sequence of rgba tuples

set_contains(picker)

Replace the contains test used by this artist. The new picker should be a callable function which determines whether the artist is hit by the mouse event:

hit, props = picker(artist, mouseevent)

If the mouse event is over the artist, return hit = True and props is a dictionary of properties you want returned with the contains test.

Parameters:

picker : callable

set_dashes(*args, **kwargs)

alias for set_linestyle

set_edgecolor(c)

Set the edgecolor(s) of the collection. c can be a matplotlib color spec (all patches have same color), or a sequence of specs; if it is a sequence the patches will cycle through the sequence.

If c is 'face', the edge color will always be the same as the face color. If it is 'none', the patch boundary will not be drawn.

Parameters:

c : color or sequence of colors

set_edgecolors(*args, **kwargs)

alias for set_edgecolor

set_facecolor(c)

Set the facecolor(s) of the collection. c can be a matplotlib color spec (all patches have same color), or a sequence of specs; if it is a sequence the patches will cycle through the sequence.

If c is 'none', the patch will not be filled.

Parameters:

c : color or sequence of colors

set_facecolors(*args, **kwargs)

alias for set_facecolor

set_figure(fig)

Set the Figure instance the artist belongs to.

Parameters:

fig : Figure

set_gid(gid)

Sets the (group) id for the artist.

Parameters:

gid : str

set_hatch(hatch)

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)

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_layout : bool

set_joinstyle(js)

Set the joinstyle for the collection. The joinstyle can only be set globally for all elements in the collection.

Parameters:

js : {'miter', 'round', 'bevel'}

The joinstyle

set_label(s)

Set the label to s for auto legend.

Parameters:

s : object

s will be converted to a string by calling str.

set_linestyle(ls)

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:

ls : {'-', '--', '-.', ':', '', (offset, on-off-seq), ...}

The line style.

set_linestyles(*args, **kwargs)

alias for set_linestyle

set_linewidth(lw)

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:

lw : float or sequence of floats

set_linewidths(*args, **kwargs)

alias for set_linewidth

set_lw(*args, **kwargs)

alias for set_linewidth

set_norm(norm)

Set the normalization instance.

Parameters:

norm : Normalize

set_offset_position(offset_position)

Set how offsets are applied. If offset_position is 'screen' (default) the offset is applied after the master transform has been applied, that is, the offsets are in screen coordinates. If offset_position is 'data', the offset is applied before the master transform, i.e., the offsets are in data coordinates.

Parameters:

offset_position : {'screen', 'data'}

set_offsets(offsets)

Set the offsets for the collection. offsets can be a scalar or a sequence.

Parameters:

offsets : float or sequence of floats

set_path_effects(path_effects)

Set the path effects.

Parameters:

path_effects : AbstractPathEffect

set_paths(patches)

set_picker(picker)

Set the epsilon for picking used by this artist

picker 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 it's 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.

Parameters:

picker : None or bool or float or callable

set_pickradius(pr)

Set the pick radius used for containment tests.

Parameters:

d : float

Pick radius, in points.

set_rasterized(rasterized)

Force rasterized (bitmap) drawing in vector backend output.

Defaults to None, which implies the backend's default behavior.

Parameters:

rasterized : bool or None

set_sketch_params(scale=None, length=None, randomness=None)

Sets the sketch parameters.

Parameters:

scale : float, 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.

length : float, optional

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

randomness : float, optional

The scale factor by which the length is shrunken or expanded (default 16.0)

set_snap(snap)

Sets the snap setting which may be:

• True: snap vertices to the nearest pixel center
• False: leave vertices as-is
• None: (auto) If the path contains only rectilinear line segments, round to the nearest pixel center

Only supported by the Agg and MacOSX backends.

Parameters:

snap : bool or None

set_transform(t)

Set the artist transform.

Parameters:

t : Transform

set_url(url)

Sets the url for the artist.

Parameters:

url : str

set_urls(urls)

Parameters:

urls : List[str] or None

set_visible(b)

Set the artist's visibility.

Parameters:

b : bool

set_zorder(level)

Set the zorder for the artist. Artists with lower zorder values are drawn first.

Parameters:

level : float

stale

If the artist is 'stale' and needs to be re-drawn for the output to match the internal state of the artist.

sticky_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 usecase is histograms, where one usually expects no margin on the bottom edge (0) of the histogram.

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)

Return a normalized rgba array corresponding to x.

In the normal case, x is a 1-D or 2-D 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)

Update this artist's properties from the dictionary prop.

update_from(other)

copy properties from other to self

update_scalarmappable()

If the scalar mappable array is not none, update colors from scalar data

zorder = 0

class matplotlib.collections.PathCollection(paths, sizes=None, **kwargs)

Bases: matplotlib.collections._CollectionWithSizes

This is the most basic Collection subclass.

paths is a sequence of matplotlib.path.Path instances.

Valid Collection keyword arguments:

• edgecolors: None
• facecolors: None
• linewidths: None
• antialiaseds: None
• offsets: None
• transOffset: transforms.IdentityTransform()
• norm: None (optional for matplotlib.cm.ScalarMappable)
• cmap: None (optional for matplotlib.cm.ScalarMappable)

offsets and transOffset are used to translate the patch after rendering (default no offsets)

If any of edgecolors, facecolors, linewidths, antialiaseds are None, they default to their matplotlib.rcParams patch setting, in sequence form.

add_callback(func)

Adds a callback function that will be called whenever one of the Artist's properties changes.

Returns an id that is useful for removing the callback with remove_callback() later.

add_checker(checker)

Add an entry to a dictionary of boolean flags that are set to True when the mappable is changed.

aname = 'Artist'

autoscale()

Autoscale the scalar limits on the norm instance using the current array

autoscale_None()

Autoscale the scalar limits on the norm instance using the current array, changing only limits that are None

axes

The Axes instance the artist resides in, or None.

changed()

Call this whenever the mappable is changed to notify all the callbackSM listeners to the 'changed' signal

check_update(checker)

If mappable has changed since the last check, return True; else return False

contains(mouseevent)

Test whether the mouse event occurred in the collection.

Returns True | False, dict(ind=itemlist), where every item in itemlist contains the event.

convert_xunits(x)

For artists in an axes, if the xaxis has units support, convert x using xaxis unit type

convert_yunits(y)

For artists in an axes, if the yaxis has units support, convert y using yaxis unit type

draw(renderer)

Derived classes drawing method

findobj(match=None, include_self=True)

Find artist objects.

Recursively find all Artist instances contained in self.

match can be

• None: return all objects contained in artist.
• function with signature boolean = match(artist) used to filter matches
• class instance: e.g., Line2D. Only return artists of class type.

If include_self is True (default), include self in the list to be checked for a match.

format_cursor_data(data)

Return cursor data string formatted.

get_agg_filter()

Return filter function to be used for agg filter.

get_alpha()

Return the alpha value used for blending - not supported on all backends

get_animated()

Return the artist's animated state

get_array()

Return the array

get_capstyle()

get_children()

Return a list of the child Artist`s this :class:`Artist contains.

get_clim()

return the min, max of the color limits for image scaling

get_clip_box()

Return artist clipbox

get_clip_on()

Return whether artist uses clipping

get_clip_path()

Return artist clip path

get_cmap()

return the colormap

get_contains()

Return the _contains test used by the artist, or None for default.

get_cursor_data(event)

Get the cursor data for a given event.

get_dashes(*args, **kwargs)

alias for get_linestyle

get_datalim(transData)

get_edgecolor()

get_edgecolors(*args, **kwargs)

alias for get_edgecolor

get_facecolor()

get_facecolors(*args, **kwargs)

alias for get_facecolor

get_figure()

Return the Figure instance the artist belongs to.

get_fill()

return whether fill is set

get_gid()

Returns the group id.

get_hatch()

Return the current hatching pattern.

get_in_layout()

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()

get_label()

Get the label used for this artist in the legend.

get_linestyle()

get_linestyles(*args, **kwargs)

alias for get_linestyle

get_linewidth()

get_linewidths(*args, **kwargs)

alias for get_linewidth

get_lw(*args, **kwargs)

alias for get_linewidth

get_offset_position()

Returns how offsets are applied for the collection. If offset_position is 'screen', the offset is applied after the master transform has been applied, that is, the offsets are in screen coordinates. If offset_position is 'data', the offset is applied before the master transform, i.e., the offsets are in data coordinates.

get_offset_transform()

get_offsets()

Return the offsets for the collection.

get_path_effects()

get_paths()

get_picker()

Return the picker object used by this artist.

get_pickradius()

get_rasterized()

Return whether the artist is to be rasterized.

get_sizes()

Returns the sizes of the elements in the collection. The value represents the 'area' of the element.

Returns:

sizes : array

The 'area' of each element.

get_sketch_params()

Returns the sketch parameters for the artist.

Returns:

sketch_params : 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.

May return None if no sketch parameters were set.

get_snap()

Returns the snap setting which may be:

• True: snap vertices to the nearest pixel center
• False: leave vertices as-is
• None: (auto) If the path contains only rectilinear line segments, round to the nearest pixel center

Only supported by the Agg and MacOSX backends.

get_tightbbox(renderer)

Like Artist.get_window_extent, but includes any clipping.

Parameters:

renderer : RendererBase instance

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

Returns:

bbox : BboxBase

containing the bounding box (in figure pixel co-ordinates).

get_transform()

Return the Transform instance used by this artist.

get_transformed_clip_path_and_affine()

Return the clip path with the non-affine part of its transformation applied, and the remaining affine part of its transformation.

get_transforms()

get_url()

Returns the url.

get_urls()

get_visible()

Return the artist's visiblity

get_window_extent(renderer)

Get the axes bounding box in display space. 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()

Return the artist's zorder.

have_units()

Return True if units are set on the x or y axes

hitlist(event)

Deprecated since version 2.2: The hitlist function was deprecated in Matplotlib 2.2 and will be removed in 3.1.

List the children of the artist which contain the mouse event event.

is_figure_set()

Deprecated since version 2.2: artist.figure is not None

Returns whether the artist is assigned to a Figure.

is_transform_set()

Returns True if Artist has a transform explicitly set.

mouseover

pchanged()

Fire an event when property changed, calling all of the registered callbacks.

pick(mouseevent)

Process pick event

each child artist will fire a pick event if mouseevent is over the artist and the artist has picker set

pickable()

Return True if Artist is pickable.

properties()

return a dictionary mapping property name -> value for all Artist props

remove()

Remove the artist from the figure if possible. The effect will not be visible until the figure is redrawn, e.g., with matplotlib.axes.Axes.draw_idle(). Call matplotlib.axes.Axes.relim() to update the axes limits if desired.

Note: relim() will not see collections even if the collection was added to axes with autolim = True.

Note: there is no support for removing the artist's legend entry.

remove_callback(oid)

Remove a callback based on its id.

See also

add_callback()

For adding callbacks

set(**kwargs)

A property batch setter. Pass kwargs to set properties.

set_agg_filter(filter_func)

Set the agg filter.

Parameters:

filter_func : callable

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)

Set the alpha tranparencies of the collection. alpha must be a float or None.

Parameters:

alpha : float or None

set_animated(b)

Set the artist's animation state.

Parameters:

b : bool

set_antialiased(aa)

Set the antialiasing state for rendering.

Parameters:

aa : bool or sequence of bools

set_antialiaseds(*args, **kwargs)

alias for set_antialiased

set_array(A)

Set the image array from numpy array A.

Parameters:

A : ndarray

set_capstyle(cs)

Set the capstyle for the collection. The capstyle can only be set globally for all elements in the collection

Parameters:

cs : {'butt', 'round', 'projecting'}

The capstyle

set_clim(vmin=None, vmax=None)

set the norm limits for image scaling; if vmin is a length2 sequence, interpret it as (vmin, vmax) which is used to support setp

ACCEPTS: a length 2 sequence of floats; may be overridden in methods that have vmin and vmax kwargs.

set_clip_box(clipbox)

Set the artist's clip Bbox.

Parameters:

clipbox : Bbox

set_clip_on(b)

Set whether artist uses clipping.

When False artists will be visible out side of the axes which can lead to unexpected results.

Parameters:

b : bool

set_clip_path(path, transform=None)

Set the artist's clip path, which may be:

• a Patch (or subclass) instance; or
• a Path instance, in which case a Transform instance, which will be applied to the path before using it for clipping, must be provided; or
• None, to remove a previously set clipping path.

For efficiency, if the path happens to be an axis-aligned rectangle, this method will set the clipping box to the corresponding rectangle and set the clipping path to None.

ACCEPTS: [(Path, Transform) | Patch | None]

set_cmap(cmap)

set the colormap for luminance data

Parameters:

cmap : colormap or registered colormap name

set_color(c)

Set both the edgecolor and the facecolor.

See also

set_facecolor(), set_edgecolor()

For setting the edge or face color individually.

Parameters:

c : matplotlib color arg or sequence of rgba tuples

set_contains(picker)

Replace the contains test used by this artist. The new picker should be a callable function which determines whether the artist is hit by the mouse event:

hit, props = picker(artist, mouseevent)

If the mouse event is over the artist, return hit = True and props is a dictionary of properties you want returned with the contains test.

Parameters:

picker : callable

set_dashes(*args, **kwargs)

alias for set_linestyle

set_edgecolor(c)

Set the edgecolor(s) of the collection. c can be a matplotlib color spec (all patches have same color), or a sequence of specs; if it is a sequence the patches will cycle through the sequence.

If c is 'face', the edge color will always be the same as the face color. If it is 'none', the patch boundary will not be drawn.

Parameters:

c : color or sequence of colors

set_edgecolors(*args, **kwargs)

alias for set_edgecolor

set_facecolor(c)

Set the facecolor(s) of the collection. c can be a matplotlib color spec (all patches have same color), or a sequence of specs; if it is a sequence the patches will cycle through the sequence.

If c is 'none', the patch will not be filled.

Parameters:

c : color or sequence of colors

set_facecolors(*args, **kwargs)

alias for set_facecolor

set_figure(fig)

Set the Figure instance the artist belongs to.

Parameters:

fig : Figure

set_gid(gid)

Sets the (group) id for the artist.

Parameters:

gid : str

set_hatch(hatch)

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)

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_layout : bool

set_joinstyle(js)

Set the joinstyle for the collection. The joinstyle can only be set globally for all elements in the collection.

Parameters:

js : {'miter', 'round', 'bevel'}

The joinstyle

set_label(s)

Set the label to s for auto legend.

Parameters:

s : object

s will be converted to a string by calling str.

set_linestyle(ls)

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:

ls : {'-', '--', '-.', ':', '', (offset, on-off-seq), ...}

The line style.

set_linestyles(*args, **kwargs)

alias for set_linestyle

set_linewidth(lw)

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:

lw : float or sequence of floats

set_linewidths(*args, **kwargs)

alias for set_linewidth

set_lw(*args, **kwargs)

alias for set_linewidth

set_norm(norm)

Set the normalization instance.

Parameters:

norm : Normalize

set_offset_position(offset_position)

Set how offsets are applied. If offset_position is 'screen' (default) the offset is applied after the master transform has been applied, that is, the offsets are in screen coordinates. If offset_position is 'data', the offset is applied before the master transform, i.e., the offsets are in data coordinates.

Parameters:

offset_position : {'screen', 'data'}

set_offsets(offsets)

Set the offsets for the collection. offsets can be a scalar or a sequence.

Parameters:

offsets : float or sequence of floats

set_path_effects(path_effects)

Set the path effects.

Parameters:

path_effects : AbstractPathEffect

set_paths(paths)

set_picker(picker)

Set the epsilon for picking used by this artist

picker 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 it's 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.

Parameters:

picker : None or bool or float or callable

set_pickradius(pr)

Set the pick radius used for containment tests.

Parameters:

d : float

Pick radius, in points.

set_rasterized(rasterized)

Force rasterized (bitmap) drawing in vector backend output.

Defaults to None, which implies the backend's default behavior.

Parameters:

rasterized : bool or None

set_sizes(sizes, dpi=72.0)

Set the sizes of each member of the collection.

Parameters:

sizes : ndarray or None

The size to set for each element of the collection. The value is the 'area' of the element.

dpi : float

The dpi of the canvas. Defaults to 72.0.

set_sketch_params(scale=None, length=None, randomness=None)

Sets the sketch parameters.

Parameters:

scale : float, 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.

length : float, optional

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

randomness : float, optional

The scale factor by which the length is shrunken or expanded (default 16.0)

set_snap(snap)

Sets the snap setting which may be:

• True: snap vertices to the nearest pixel center
• False: leave vertices as-is
• None: (auto) If the path contains only rectilinear line segments, round to the nearest pixel center

Only supported by the Agg and MacOSX backends.

Parameters:

snap : bool or None

set_transform(t)

Set the artist transform.

Parameters:

t : Transform

set_url(url)

Sets the url for the artist.

Parameters:

url : str

set_urls(urls)

Parameters:

urls : List[str] or None

set_visible(b)

Set the artist's visibility.

Parameters:

b : bool

set_zorder(level)

Set the zorder for the artist. Artists with lower zorder values are drawn first.

Parameters:

level : float

stale

If the artist is 'stale' and needs to be re-drawn for the output to match the internal state of the artist.

sticky_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 usecase is histograms, where one usually expects no margin on the bottom edge (0) of the histogram.

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)

Return a normalized rgba array corresponding to x.

In the normal case, x is a 1-D or 2-D 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)

Update this artist's properties from the dictionary prop.

update_from(other)

copy properties from other to self

update_scalarmappable()

If the scalar mappable array is not none, update colors from scalar data

zorder = 0

class matplotlib.collections.PolyCollection(verts, sizes=None, closed=True, **kwargs)

Bases: matplotlib.collections._CollectionWithSizes

verts is a sequence of ( verts0, verts1, ...) where verts_i is a sequence of xy tuples of vertices, or an equivalent numpy array of shape (nv, 2).

sizes is None (default) or a sequence of floats that scale the corresponding verts_i. The scaling is applied before the Artist master transform; if the latter is an identity transform, then the overall scaling is such that if verts_i specify a unit square, then sizes_i is the area of that square in points^2. If len(sizes) < nv, the additional values will be taken cyclically from the array.

closed, when True, will explicitly close the polygon.

Valid Collection keyword arguments:

• edgecolors: None
• facecolors: None
• linewidths: None
• antialiaseds: None
• offsets: None
• transOffset: transforms.IdentityTransform()
• norm: None (optional for matplotlib.cm.ScalarMappable)
• cmap: None (optional for matplotlib.cm.ScalarMappable)

offsets and transOffset are used to translate the patch after rendering (default no offsets)

If any of edgecolors, facecolors, linewidths, antialiaseds are None, they default to their matplotlib.rcParams patch setting, in sequence form.

add_callback(func)

Adds a callback function that will be called whenever one of the Artist's properties changes.

Returns an id that is useful for removing the callback with remove_callback() later.

add_checker(checker)

Add an entry to a dictionary of boolean flags that are set to True when the mappable is changed.

aname = 'Artist'

autoscale()

Autoscale the scalar limits on the norm instance using the current array

autoscale_None()

Autoscale the scalar limits on the norm instance using the current array, changing only limits that are None

axes

The Axes instance the artist resides in, or None.

changed()

Call this whenever the mappable is changed to notify all the callbackSM listeners to the 'changed' signal

check_update(checker)

If mappable has changed since the last check, return True; else return False

contains(mouseevent)

Test whether the mouse event occurred in the collection.

Returns True | False, dict(ind=itemlist), where every item in itemlist contains the event.

convert_xunits(x)

For artists in an axes, if the xaxis has units support, convert x using xaxis unit type

convert_yunits(y)

For artists in an axes, if the yaxis has units support, convert y using yaxis unit type

draw(renderer)

Derived classes drawing method

findobj(match=None, include_self=True)

Find artist objects.

Recursively find all Artist instances contained in self.

match can be

• None: return all objects contained in artist.
• function with signature boolean = match(artist) used to filter matches
• class instance: e.g., Line2D. Only return artists of class type.

If include_self is True (default), include self in the list to be checked for a match.

format_cursor_data(data)

Return cursor data string formatted.

get_agg_filter()

Return filter function to be used for agg filter.

get_alpha()

Return the alpha value used for blending - not supported on all backends

get_animated()

Return the artist's animated state

get_array()

Return the array

get_capstyle()

get_children()

Return a list of the child Artist`s this :class:`Artist contains.

get_clim()

return the min, max of the color limits for image scaling

get_clip_box()

Return artist clipbox

get_clip_on()

Return whether artist uses clipping

get_clip_path()

Return artist clip path

get_cmap()

return the colormap

get_contains()

Return the _contains test used by the artist, or None for default.

get_cursor_data(event)

Get the cursor data for a given event.

get_dashes(*args, **kwargs)

alias for get_linestyle

get_datalim(transData)

get_edgecolor()

get_edgecolors(*args, **kwargs)

alias for get_edgecolor

get_facecolor()

get_facecolors(*args, **kwargs)

alias for get_facecolor

get_figure()

Return the Figure instance the artist belongs to.

get_fill()

return whether fill is set

get_gid()

Returns the group id.

get_hatch()

Return the current hatching pattern.

get_in_layout()

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()

get_label()

Get the label used for this artist in the legend.

get_linestyle()

get_linestyles(*args, **kwargs)

alias for get_linestyle

get_linewidth()

get_linewidths(*args, **kwargs)

alias for get_linewidth

get_lw(*args, **kwargs)

alias for get_linewidth

get_offset_position()

Returns how offsets are applied for the collection. If offset_position is 'screen', the offset is applied after the master transform has been applied, that is, the offsets are in screen coordinates. If offset_position is 'data', the offset is applied before the master transform, i.e., the offsets are in data coordinates.

get_offset_transform()

get_offsets()

Return the offsets for the collection.

get_path_effects()

get_paths()

get_picker()

Return the picker object used by this artist.

get_pickradius()

get_rasterized()

Return whether the artist is to be rasterized.

get_sizes()

Returns the sizes of the elements in the collection. The value represents the 'area' of the element.

Returns:

sizes : array

The 'area' of each element.

get_sketch_params()

Returns the sketch parameters for the artist.

Returns:

sketch_params : 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.

May return None if no sketch parameters were set.

get_snap()

Returns the snap setting which may be:

• True: snap vertices to the nearest pixel center
• False: leave vertices as-is
• None: (auto) If the path contains only rectilinear line segments, round to the nearest pixel center

Only supported by the Agg and MacOSX backends.

get_tightbbox(renderer)

Like Artist.get_window_extent, but includes any clipping.

Parameters:

renderer : RendererBase instance

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

Returns:

bbox : BboxBase

containing the bounding box (in figure pixel co-ordinates).

get_transform()

Return the Transform instance used by this artist.

get_transformed_clip_path_and_affine()

Return the clip path with the non-affine part of its transformation applied, and the remaining affine part of its transformation.

get_transforms()

get_url()

Returns the url.

get_urls()

get_visible()

Return the artist's visiblity

get_window_extent(renderer)

Get the axes bounding box in display space. 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()

Return the artist's zorder.

have_units()

Return True if units are set on the x or y axes

hitlist(event)

Deprecated since version 2.2: The hitlist function was deprecated in Matplotlib 2.2 and will be removed in 3.1.

List the children of the artist which contain the mouse event event.

is_figure_set()

Deprecated since version 2.2: artist.figure is not None

Returns whether the artist is assigned to a Figure.

is_transform_set()

Returns True if Artist has a transform explicitly set.

mouseover

pchanged()

Fire an event when property changed, calling all of the registered callbacks.

pick(mouseevent)

Process pick event

each child artist will fire a pick event if mouseevent is over the artist and the artist has picker set

pickable()

Return True if Artist is pickable.

properties()

return a dictionary mapping property name -> value for all Artist props

remove()

Remove the artist from the figure if possible. The effect will not be visible until the figure is redrawn, e.g., with matplotlib.axes.Axes.draw_idle(). Call matplotlib.axes.Axes.relim() to update the axes limits if desired.

Note: relim() will not see collections even if the collection was added to axes with autolim = True.

Note: there is no support for removing the artist's legend entry.

remove_callback(oid)

Remove a callback based on its id.

See also

add_callback()

For adding callbacks

set(**kwargs)

A property batch setter. Pass kwargs to set properties.

set_agg_filter(filter_func)

Set the agg filter.

Parameters:

filter_func : callable

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)

Set the alpha tranparencies of the collection. alpha must be a float or None.

Parameters:

alpha : float or None

set_animated(b)

Set the artist's animation state.

Parameters:

b : bool

set_antialiased(aa)

Set the antialiasing state for rendering.

Parameters:

aa : bool or sequence of bools

set_antialiaseds(*args, **kwargs)

alias for set_antialiased

set_array(A)

Set the image array from numpy array A.

Parameters:

A : ndarray

set_capstyle(cs)

Set the capstyle for the collection. The capstyle can only be set globally for all elements in the collection

Parameters:

cs : {'butt', 'round', 'projecting'}

The capstyle

set_clim(vmin=None, vmax=None)

set the norm limits for image scaling; if vmin is a length2 sequence, interpret it as (vmin, vmax) which is used to support setp

ACCEPTS: a length 2 sequence of floats; may be overridden in methods that have vmin and vmax kwargs.

set_clip_box(clipbox)

Set the artist's clip Bbox.

Parameters:

clipbox : Bbox

set_clip_on(b)

Set whether artist uses clipping.

When False artists will be visible out side of the axes which can lead to unexpected results.

Parameters:

b : bool

set_clip_path(path, transform=None)

Set the artist's clip path, which may be:

• a Patch (or subclass) instance; or
• a Path instance, in which case a Transform instance, which will be applied to the path before using it for clipping, must be provided; or
• None, to remove a previously set clipping path.

For efficiency, if the path happens to be an axis-aligned rectangle, this method will set the clipping box to the corresponding rectangle and set the clipping path to None.

ACCEPTS: [(Path, Transform) | Patch | None]

set_cmap(cmap)

set the colormap for luminance data

Parameters:

cmap : colormap or registered colormap name

set_color(c)

Set both the edgecolor and the facecolor.

See also

set_facecolor(), set_edgecolor()

For setting the edge or face color individually.

Parameters:

c : matplotlib color arg or sequence of rgba tuples

set_contains(picker)

Replace the contains test used by this artist. The new picker should be a callable function which determines whether the artist is hit by the mouse event:

hit, props = picker(artist, mouseevent)

If the mouse event is over the artist, return hit = True and props is a dictionary of properties you want returned with the contains test.

Parameters:

picker : callable

set_dashes(*args, **kwargs)

alias for set_linestyle

set_edgecolor(c)

Set the edgecolor(s) of the collection. c can be a matplotlib color spec (all patches have same color), or a sequence of specs; if it is a sequence the patches will cycle through the sequence.

If c is 'face', the edge color will always be the same as the face color. If it is 'none', the patch boundary will not be drawn.

Parameters:

c : color or sequence of colors

set_edgecolors(*args, **kwargs)

alias for set_edgecolor

set_facecolor(c)

Set the facecolor(s) of the collection. c can be a matplotlib color spec (all patches have same color), or a sequence of specs; if it is a sequence the patches will cycle through the sequence.

If c is 'none', the patch will not be filled.

Parameters:

c : color or sequence of colors

set_facecolors(*args, **kwargs)

alias for set_facecolor

set_figure(fig)

Set the Figure instance the artist belongs to.

Parameters:

fig : Figure

set_gid(gid)

Sets the (group) id for the artist.

Parameters:

gid : str

set_hatch(hatch)

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)

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_layout : bool

set_joinstyle(js)

Set the joinstyle for the collection. The joinstyle can only be set globally for all elements in the collection.

Parameters:

js : {'miter', 'round', 'bevel'}

The joinstyle

set_label(s)

Set the label to s for auto legend.

Parameters:

s : object

s will be converted to a string by calling str.

set_linestyle(ls)

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:

ls : {'-', '--', '-.', ':', '', (offset, on-off-seq), ...}

The line style.

set_linestyles(*args, **kwargs)

alias for set_linestyle

set_linewidth(lw)

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:

lw : float or sequence of floats

set_linewidths(*args, **kwargs)

alias for set_linewidth

set_lw(*args, **kwargs)

alias for set_linewidth

set_norm(norm)

Set the normalization instance.

Parameters:

norm : Normalize

set_offset_position(offset_position)

Set how offsets are applied. If offset_position is 'screen' (default) the offset is applied after the master transform has been applied, that is, the offsets are in screen coordinates. If offset_position is 'data', the offset is applied before the master transform, i.e., the offsets are in data coordinates.

Parameters:

offset_position : {'screen', 'data'}

set_offsets(offsets)

Set the offsets for the collection. offsets can be a scalar or a sequence.

Parameters:

offsets : float or sequence of floats

set_path_effects(path_effects)

Set the path effects.

Parameters:

path_effects : AbstractPathEffect

set_paths(verts, closed=True)

This allows one to delay initialization of the vertices.

set_picker(picker)

Set the epsilon for picking used by this artist

picker 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 it's 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.

Parameters:

picker : None or bool or float or callable

set_pickradius(pr)

Set the pick radius used for containment tests.

Parameters:

d : float

Pick radius, in points.

set_rasterized(rasterized)

Force rasterized (bitmap) drawing in vector backend output.

Defaults to None, which implies the backend's default behavior.

Parameters:

rasterized : bool or None

set_sizes(sizes, dpi=72.0)

Set the sizes of each member of the collection.

Parameters:

sizes : ndarray or None

The size to set for each element of the collection. The value is the 'area' of the element.

dpi : float

The dpi of the canvas. Defaults to 72.0.

set_sketch_params(scale=None, length=None, randomness=None)

Sets the sketch parameters.

Parameters:

scale : float, 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.

length : float, optional

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

randomness : float, optional

The scale factor by which the length is shrunken or expanded (default 16.0)

set_snap(snap)

Sets the snap setting which may be:

• True: snap vertices to the nearest pixel center
• False: leave vertices as-is
• None: (auto) If the path contains only rectilinear line segments, round to the nearest pixel center

Only supported by the Agg and MacOSX backends.

Parameters:

snap : bool or None

set_transform(t)

Set the artist transform.

Parameters:

t : Transform

set_url(url)

Sets the url for the artist.

Parameters:

url : str

set_urls(urls)

Parameters:

urls : List[str] or None

set_verts(verts, closed=True)

This allows one to delay initialization of the vertices.

set_verts_and_codes(verts, codes)

This allows one to initialize vertices with path codes.

set_visible(b)

Set the artist's visibility.

Parameters:

b : bool

set_zorder(level)

Set the zorder for the artist. Artists with lower zorder values are drawn first.

Parameters:

level : float

stale

If the artist is 'stale' and needs to be re-drawn for the output to match the internal state of the artist.

sticky_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 usecase is histograms, where one usually expects no margin on the bottom edge (0) of the histogram.

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)

Return a normalized rgba array corresponding to x.

In the normal case, x is a 1-D or 2-D 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)

Update this artist's properties from the dictionary prop.

update_from(other)

copy properties from other to self

update_scalarmappable()

If the scalar mappable array is not none, update colors from scalar data

zorder = 0

class matplotlib.collections.QuadMesh(meshWidth, meshHeight, coordinates, antialiased=True, shading='flat', **kwargs)

Bases: matplotlib.collections.Collection

Class for the efficient drawing of a quadrilateral mesh.

A quadrilateral mesh consists of a grid of vertices. The dimensions of this array are (meshWidth + 1, meshHeight + 1). Each vertex in the mesh has a different set of "mesh coordinates" representing its position in the topology of the mesh. For any values (m, n) such that 0 <= m <= meshWidth and 0 <= n <= meshHeight, the vertices at mesh coordinates (m, n), (m, n + 1), (m + 1, n + 1), and (m + 1, n) form one of the quadrilaterals in the mesh. There are thus (meshWidth * meshHeight) quadrilaterals in the mesh. The mesh need not be regular and the polygons need not be convex.

A quadrilateral mesh is represented by a (2 x ((meshWidth + 1) * (meshHeight + 1))) numpy array coordinates, where each row is the x and y coordinates of one of the vertices. To define the function that maps from a data point to its corresponding color, use the set_cmap() method. Each of these arrays is indexed in row-major order by the mesh coordinates of the vertex (or the mesh coordinates of the lower left vertex, in the case of the colors).

For example, the first entry in coordinates is the coordinates of the vertex at mesh coordinates (0, 0), then the one at (0, 1), then at (0, 2) .. (0, meshWidth), (1, 0), (1, 1), and so on.

shading may be 'flat', or 'gouraud'

add_callback(func)

Adds a callback function that will be called whenever one of the Artist's properties changes.

Returns an id that is useful for removing the callback with remove_callback() later.

add_checker(checker)

Add an entry to a dictionary of boolean flags that are set to True when the mappable is changed.

aname = 'Artist'

autoscale()

Autoscale the scalar limits on the norm instance using the current array

autoscale_None()

Autoscale the scalar limits on the norm instance using the current array, changing only limits that are None

axes

The Axes instance the artist resides in, or None.

changed()

Call this whenever the mappable is changed to notify all the callbackSM listeners to the 'changed' signal

check_update(checker)

If mappable has changed since the last check, return True; else return False

contains(mouseevent)

Test whether the mouse event occurred in the collection.

Returns True | False, dict(ind=itemlist), where every item in itemlist contains the event.

static convert_mesh_to_paths(meshWidth, meshHeight, coordinates)

Converts a given mesh into a sequence of matplotlib.path.Path objects for easier rendering by backends that do not directly support quadmeshes.

This function is primarily of use to backend implementers.

convert_mesh_to_triangles(meshWidth, meshHeight, coordinates)

Converts a given mesh into a sequence of triangles, each point with its own color. This is useful for experiments using draw_qouraud_triangle.

convert_xunits(x)

For artists in an axes, if the xaxis has units support, convert x using xaxis unit type

convert_yunits(y)

For artists in an axes, if the yaxis has units support, convert y using yaxis unit type

draw(renderer)

Derived classes drawing method

findobj(match=None, include_self=True)

Find artist objects.

Recursively find all Artist instances contained in self.

match can be

• None: return all objects contained in artist.
• function with signature boolean = match(artist) used to filter matches
• class instance: e.g., Line2D. Only return artists of class type.

If include_self is True (default), include self in the list to be checked for a match.

format_cursor_data(data)

Return cursor data string formatted.

get_agg_filter()

Return filter function to be used for agg filter.

get_alpha()

Return the alpha value used for blending - not supported on all backends

get_animated()

Return the artist's animated state

get_array()

Return the array

get_capstyle()

get_children()

Return a list of the child Artist`s this :class:`Artist contains.

get_clim()

return the min, max of the color limits for image scaling

get_clip_box()

Return artist clipbox

get_clip_on()

Return whether artist uses clipping

get_clip_path()

Return artist clip path

get_cmap()

return the colormap

get_contains()

Return the _contains test used by the artist, or None for default.

get_cursor_data(event)

Get the cursor data for a given event.

get_dashes(*args, **kwargs)

alias for get_linestyle

get_datalim(transData)

get_edgecolor()

get_edgecolors(*args, **kwargs)

alias for get_edgecolor

get_facecolor()

get_facecolors(*args, **kwargs)

alias for get_facecolor

get_figure()

Return the Figure instance the artist belongs to.

get_fill()

return whether fill is set

get_gid()

Returns the group id.

get_hatch()

Return the current hatching pattern.

get_in_layout()

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()

get_label()

Get the label used for this artist in the legend.

get_linestyle()

get_linestyles(*args, **kwargs)

alias for get_linestyle

get_linewidth()

get_linewidths(*args, **kwargs)

alias for get_linewidth

get_lw(*args, **kwargs)

alias for get_linewidth

get_offset_position()

Returns how offsets are applied for the collection. If offset_position is 'screen', the offset is applied after the master transform has been applied, that is, the offsets are in screen coordinates. If offset_position is 'data', the offset is applied before the master transform, i.e., the offsets are in data coordinates.

get_offset_transform()

get_offsets()

Return the offsets for the collection.

get_path_effects()

get_paths()

get_picker()

Return the picker object used by this artist.

get_pickradius()

get_rasterized()

Return whether the artist is to be rasterized.

get_sketch_params()

Returns the sketch parameters for the artist.

Returns:

sketch_params : 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.

May return None if no sketch parameters were set.

get_snap()

Returns the snap setting which may be:

• True: snap vertices to the nearest pixel center
• False: leave vertices as-is
• None: (auto) If the path contains only rectilinear line segments, round to the nearest pixel center

Only supported by the Agg and MacOSX backends.

get_tightbbox(renderer)

Like Artist.get_window_extent, but includes any clipping.

Parameters:

renderer : RendererBase instance

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

Returns:

bbox : BboxBase

containing the bounding box (in figure pixel co-ordinates).

get_transform()

Return the Transform instance used by this artist.

get_transformed_clip_path_and_affine()

Return the clip path with the non-affine part of its transformation applied, and the remaining affine part of its transformation.

get_transforms()

get_url()

Returns the url.

get_urls()

get_visible()

Return the artist's visiblity

get_window_extent(renderer)

Get the axes bounding box in display space. 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()

Return the artist's zorder.

have_units()

Return True if units are set on the x or y axes

hitlist(event)

Deprecated since version 2.2: The hitlist function was deprecated in Matplotlib 2.2 and will be removed in 3.1.

List the children of the artist which contain the mouse event event.

is_figure_set()

Deprecated since version 2.2: artist.figure is not None

Returns whether the artist is assigned to a Figure.

is_transform_set()

Returns True if Artist has a transform explicitly set.

mouseover

pchanged()

Fire an event when property changed, calling all of the registered callbacks.

pick(mouseevent)

Process pick event

each child artist will fire a pick event if mouseevent is over the artist and the artist has picker set

pickable()

Return True if Artist is pickable.

properties()

return a dictionary mapping property name -> value for all Artist props

remove()

Remove the artist from the figure if possible. The effect will not be visible until the figure is redrawn, e.g., with matplotlib.axes.Axes.draw_idle(). Call matplotlib.axes.Axes.relim() to update the axes limits if desired.

Note: relim() will not see collections even if the collection was added to axes with autolim = True.

Note: there is no support for removing the artist's legend entry.

remove_callback(oid)

Remove a callback based on its id.

See also

add_callback()

For adding callbacks

set(**kwargs)

A property batch setter. Pass kwargs to set properties.

set_agg_filter(filter_func)

Set the agg filter.

Parameters:

filter_func : callable

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)

Set the alpha tranparencies of the collection. alpha must be a float or None.

Parameters:

alpha : float or None

set_animated(b)

Set the artist's animation state.

Parameters:

b : bool

set_antialiased(aa)

Set the antialiasing state for rendering.

Parameters:

aa : bool or sequence of bools

set_antialiaseds(*args, **kwargs)

alias for set_antialiased

set_array(A)

Set the image array from numpy array A.

Parameters:

A : ndarray

set_capstyle(cs)

Set the capstyle for the collection. The capstyle can only be set globally for all elements in the collection

Parameters:

cs : {'butt', 'round', 'projecting'}

The capstyle

set_clim(vmin=None, vmax=None)

set the norm limits for image scaling; if vmin is a length2 sequence, interpret it as (vmin, vmax) which is used to support setp

ACCEPTS: a length 2 sequence of floats; may be overridden in methods that have vmin and vmax kwargs.

set_clip_box(clipbox)

Set the artist's clip Bbox.

Parameters:

clipbox : Bbox

set_clip_on(b)

Set whether artist uses clipping.

When False artists will be visible out side of the axes which can lead to unexpected results.

Parameters:

b : bool

set_clip_path(path, transform=None)

Set the artist's clip path, which may be:

• a Patch (or subclass) instance; or
• a Path instance, in which case a Transform instance, which will be applied to the path before using it for clipping, must be provided; or
• None, to remove a previously set clipping path.

For efficiency, if the path happens to be an axis-aligned rectangle, this method will set the clipping box to the corresponding rectangle and set the clipping path to None.

ACCEPTS: [(Path, Transform) | Patch | None]

set_cmap(cmap)

set the colormap for luminance data

Parameters:

cmap : colormap or registered colormap name

set_color(c)

Set both the edgecolor and the facecolor.

See also

set_facecolor(), set_edgecolor()

For setting the edge or face color individually.

Parameters:

c : matplotlib color arg or sequence of rgba tuples

set_contains(picker)

Replace the contains test used by this artist. The new picker should be a callable function which determines whether the artist is hit by the mouse event:

hit, props = picker(artist, mouseevent)

If the mouse event is over the artist, return hit = True and props is a dictionary of properties you want returned with the contains test.

Parameters:

picker : callable

set_dashes(*args, **kwargs)

alias for set_linestyle

set_edgecolor(c)

Set the edgecolor(s) of the collection. c can be a matplotlib color spec (all patches have same color), or a sequence of specs; if it is a sequence the patches will cycle through the sequence.

If c is 'face', the edge color will always be the same as the face color. If it is 'none', the patch boundary will not be drawn.

Parameters:

c : color or sequence of colors

set_edgecolors(*args, **kwargs)

alias for set_edgecolor

set_facecolor(c)

Set the facecolor(s) of the collection. c can be a matplotlib color spec (all patches have same color), or a sequence of specs; if it is a sequence the patches will cycle through the sequence.

If c is 'none', the patch will not be filled.

Parameters:

c : color or sequence of colors

set_facecolors(*args, **kwargs)

alias for set_facecolor

set_figure(fig)

Set the Figure instance the artist belongs to.

Parameters:

fig : Figure

set_gid(gid)

Sets the (group) id for the artist.

Parameters:

gid : str

set_hatch(hatch)

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)

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_layout : bool

set_joinstyle(js)

Set the joinstyle for the collection. The joinstyle can only be set globally for all elements in the collection.

Parameters:

js : {'miter', 'round', 'bevel'}

The joinstyle

set_label(s)

Set the label to s for auto legend.

Parameters:

s : object

s will be converted to a string by calling str.

set_linestyle(ls)

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:

ls : {'-', '--', '-.', ':', '', (offset, on-off-seq), ...}

The line style.

set_linestyles(*args, **kwargs)

alias for set_linestyle

set_linewidth(lw)

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:

lw : float or sequence of floats

set_linewidths(*args, **kwargs)

alias for set_linewidth

set_lw(*args, **kwargs)

alias for set_linewidth

set_norm(norm)

Set the normalization instance.

Parameters:

norm : Normalize

set_offset_position(offset_position)

Set how offsets are applied. If offset_position is 'screen' (default) the offset is applied after the master transform has been applied, that is, the offsets are in screen coordinates. If offset_position is 'data', the offset is applied before the master transform, i.e., the offsets are in data coordinates.

Parameters:

offset_position : {'screen', 'data'}

set_offsets(offsets)

Set the offsets for the collection. offsets can be a scalar or a sequence.

Parameters:

offsets : float or sequence of floats

set_path_effects(path_effects)

Set the path effects.

Parameters:

path_effects : AbstractPathEffect

set_paths()

set_picker(picker)

Set the epsilon for picking used by this artist

picker 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 it's 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.

Parameters:

picker : None or bool or float or callable

set_pickradius(pr)

Set the pick radius used for containment tests.

Parameters:

d : float

Pick radius, in points.

set_rasterized(rasterized)

Force rasterized (bitmap) drawing in vector backend output.

Defaults to None, which implies the backend's default behavior.

Parameters:

rasterized : bool or None

set_sketch_params(scale=None, length=None, randomness=None)

Sets the sketch parameters.

Parameters:

scale : float, 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.

length : float, optional

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

randomness : float, optional

The scale factor by which the length is shrunken or expanded (default 16.0)

set_snap(snap)

Sets the snap setting which may be:

• True: snap vertices to the nearest pixel center
• False: leave vertices as-is
• None: (auto) If the path contains only rectilinear line segments, round to the nearest pixel center

Only supported by the Agg and MacOSX backends.

Parameters:

snap : bool or None

set_transform(t)

Set the artist transform.

Parameters:

t : Transform

set_url(url)

Sets the url for the artist.

Parameters:

url : str

set_urls(urls)

Parameters:

urls : List[str] or None

set_visible(b)

Set the artist's visibility.

Parameters:

b : bool

set_zorder(level)

Set the zorder for the artist. Artists with lower zorder values are drawn first.

Parameters:

level : float

stale

If the artist is 'stale' and needs to be re-drawn for the output to match the internal state of the artist.

sticky_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 usecase is histograms, where one usually expects no margin on the bottom edge (0) of the histogram.

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)

Return a normalized rgba array corresponding to x.

In the normal case, x is a 1-D or 2-D 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)

Update this artist's properties from the dictionary prop.

update_from(other)

copy properties from other to self

update_scalarmappable()

If the scalar mappable array is not none, update colors from scalar data

zorder = 0

class matplotlib.collections.RegularPolyCollection(numsides, rotation=0, sizes=(1, ), **kwargs)

Bases: matplotlib.collections._CollectionWithSizes

Draw a collection of regular polygons with numsides.

numsides

the number of sides of the polygon

rotation

the rotation of the polygon in radians

sizes

gives the area of the circle circumscribing the regular polygon in points^2

Valid Collection keyword arguments:

• edgecolors: None
• facecolors: None
• linewidths: None
• antialiaseds: None
• offsets: None
• transOffset: transforms.IdentityTransform()
• norm: None (optional for matplotlib.cm.ScalarMappable)
• cmap: None (optional for matplotlib.cm.ScalarMappable)

offsets and transOffset are used to translate the patch after rendering (default no offsets)

If any of edgecolors, facecolors, linewidths, antialiaseds are None, they default to their matplotlib.rcParams patch setting, in sequence form.

Example: see Lasso Demo for a complete example:

offsets = np.random.rand(20,2)
facecolors = [cm.jet(x) for x in np.random.rand(20)]
black = (0,0,0,1)

collection = RegularPolyCollection(
    numsides=5, # a pentagon
    rotation=0, sizes=(50,),
    facecolors=facecolors,
    edgecolors=(black,),
    linewidths=(1,),
    offsets=offsets,
    transOffset=ax.transData,
    )

add_callback(func)

Adds a callback function that will be called whenever one of the Artist's properties changes.

Returns an id that is useful for removing the callback with remove_callback() later.

add_checker(checker)

Add an entry to a dictionary of boolean flags that are set to True when the mappable is changed.

aname = 'Artist'

autoscale()

Autoscale the scalar limits on the norm instance using the current array

autoscale_None()

Autoscale the scalar limits on the norm instance using the current array, changing only limits that are None

axes

The Axes instance the artist resides in, or None.

changed()

Call this whenever the mappable is changed to notify all the callbackSM listeners to the 'changed' signal

check_update(checker)

If mappable has changed since the last check, return True; else return False

contains(mouseevent)

Test whether the mouse event occurred in the collection.

Returns True | False, dict(ind=itemlist), where every item in itemlist contains the event.

convert_xunits(x)

For artists in an axes, if the xaxis has units support, convert x using xaxis unit type

convert_yunits(y)

For artists in an axes, if the yaxis has units support, convert y using yaxis unit type

draw(renderer)

Derived classes drawing method

findobj(match=None, include_self=True)

Find artist objects.

Recursively find all Artist instances contained in self.

match can be

• None: return all objects contained in artist.
• function with signature boolean = match(artist) used to filter matches
• class instance: e.g., Line2D. Only return artists of class type.

If include_self is True (default), include self in the list to be checked for a match.

format_cursor_data(data)

Return cursor data string formatted.

get_agg_filter()

Return filter function to be used for agg filter.

get_alpha()

Return the alpha value used for blending - not supported on all backends

get_animated()

Return the artist's animated state

get_array()

Return the array

get_capstyle()

get_children()

Return a list of the child Artist`s this :class:`Artist contains.

get_clim()

return the min, max of the color limits for image scaling

get_clip_box()

Return artist clipbox

get_clip_on()

Return whether artist uses clipping

get_clip_path()

Return artist clip path

get_cmap()

return the colormap

get_contains()

Return the _contains test used by the artist, or None for default.

get_cursor_data(event)

Get the cursor data for a given event.

get_dashes(*args, **kwargs)

alias for get_linestyle

get_datalim(transData)

get_edgecolor()

get_edgecolors(*args, **kwargs)

alias for get_edgecolor

get_facecolor()

get_facecolors(*args, **kwargs)

alias for get_facecolor

get_figure()

Return the Figure instance the artist belongs to.

get_fill()

return whether fill is set

get_gid()

Returns the group id.

get_hatch()

Return the current hatching pattern.

get_in_layout()

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()

get_label()

Get the label used for this artist in the legend.

get_linestyle()

get_linestyles(*args, **kwargs)

alias for get_linestyle

get_linewidth()

get_linewidths(*args, **kwargs)

alias for get_linewidth

get_lw(*args, **kwargs)

alias for get_linewidth

get_numsides()

get_offset_position()

Returns how offsets are applied for the collection. If offset_position is 'screen', the offset is applied after the master transform has been applied, that is, the offsets are in screen coordinates. If offset_position is 'data', the offset is applied before the master transform, i.e., the offsets are in data coordinates.

get_offset_transform()

get_offsets()

Return the offsets for the collection.

get_path_effects()

get_paths()

get_picker()

Return the picker object used by this artist.

get_pickradius()

get_rasterized()

Return whether the artist is to be rasterized.

get_rotation()

get_sizes()

Returns the sizes of the elements in the collection. The value represents the 'area' of the element.

Returns:

sizes : array

The 'area' of each element.

get_sketch_params()

Returns the sketch parameters for the artist.

Returns:

sketch_params : 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.

May return None if no sketch parameters were set.

get_snap()

Returns the snap setting which may be:

• True: snap vertices to the nearest pixel center
• False: leave vertices as-is
• None: (auto) If the path contains only rectilinear line segments, round to the nearest pixel center

Only supported by the Agg and MacOSX backends.

get_tightbbox(renderer)

Like Artist.get_window_extent, but includes any clipping.

Parameters:

renderer : RendererBase instance

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

Returns:

bbox : BboxBase

containing the bounding box (in figure pixel co-ordinates).

get_transform()

Return the Transform instance used by this artist.

get_transformed_clip_path_and_affine()

Return the clip path with the non-affine part of its transformation applied, and the remaining affine part of its transformation.

get_transforms()

get_url()

Returns the url.

get_urls()

get_visible()

Return the artist's visiblity

get_window_extent(renderer)

Get the axes bounding box in display space. 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()

Return the artist's zorder.

have_units()

Return True if units are set on the x or y axes

hitlist(event)

Deprecated since version 2.2: The hitlist function was deprecated in Matplotlib 2.2 and will be removed in 3.1.

List the children of the artist which contain the mouse event event.

is_figure_set()

Deprecated since version 2.2: artist.figure is not None

Returns whether the artist is assigned to a Figure.

is_transform_set()

Returns True if Artist has a transform explicitly set.

mouseover

pchanged()

Fire an event when property changed, calling all of the registered callbacks.

pick(mouseevent)

Process pick event

each child artist will fire a pick event if mouseevent is over the artist and the artist has picker set

pickable()

Return True if Artist is pickable.

properties()

return a dictionary mapping property name -> value for all Artist props

remove()

Remove the artist from the figure if possible. The effect will not be visible until the figure is redrawn, e.g., with matplotlib.axes.Axes.draw_idle(). Call matplotlib.axes.Axes.relim() to update the axes limits if desired.

Note: relim() will not see collections even if the collection was added to axes with autolim = True.

Note: there is no support for removing the artist's legend entry.

remove_callback(oid)

Remove a callback based on its id.

See also

add_callback()

For adding callbacks

set(**kwargs)

A property batch setter. Pass kwargs to set properties.

set_agg_filter(filter_func)

Set the agg filter.

Parameters:

filter_func : callable

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)

Set the alpha tranparencies of the collection. alpha must be a float or None.

Parameters:

alpha : float or None

set_animated(b)

Set the artist's animation state.

Parameters:

b : bool

set_antialiased(aa)

Set the antialiasing state for rendering.

Parameters:

aa : bool or sequence of bools

set_antialiaseds(*args, **kwargs)

alias for set_antialiased

set_array(A)

Set the image array from numpy array A.

Parameters:

A : ndarray

set_capstyle(cs)

Set the capstyle for the collection. The capstyle can only be set globally for all elements in the collection

Parameters:

cs : {'butt', 'round', 'projecting'}

The capstyle

set_clim(vmin=None, vmax=None)

set the norm limits for image scaling; if vmin is a length2 sequence, interpret it as (vmin, vmax) which is used to support setp

ACCEPTS: a length 2 sequence of floats; may be overridden in methods that have vmin and vmax kwargs.

set_clip_box(clipbox)

Set the artist's clip Bbox.

Parameters:

clipbox : Bbox

set_clip_on(b)

Set whether artist uses clipping.

When False artists will be visible out side of the axes which can lead to unexpected results.

Parameters:

b : bool

set_clip_path(path, transform=None)

Set the artist's clip path, which may be:

• a Patch (or subclass) instance; or
• a Path instance, in which case a Transform instance, which will be applied to the path before using it for clipping, must be provided; or
• None, to remove a previously set clipping path.

For efficiency, if the path happens to be an axis-aligned rectangle, this method will set the clipping box to the corresponding rectangle and set the clipping path to None.

ACCEPTS: [(Path, Transform) | Patch | None]

set_cmap(cmap)

set the colormap for luminance data

Parameters:

cmap : colormap or registered colormap name

set_color(c)

Set both the edgecolor and the facecolor.

See also

set_facecolor(), set_edgecolor()

For setting the edge or face color individually.

Parameters:

c : matplotlib color arg or sequence of rgba tuples

set_contains(picker)

Replace the contains test used by this artist. The new picker should be a callable function which determines whether the artist is hit by the mouse event:

hit, props = picker(artist, mouseevent)

If the mouse event is over the artist, return hit = True and props is a dictionary of properties you want returned with the contains test.

Parameters:

picker : callable

set_dashes(*args, **kwargs)

alias for set_linestyle

set_edgecolor(c)

Set the edgecolor(s) of the collection. c can be a matplotlib color spec (all patches have same color), or a sequence of specs; if it is a sequence the patches will cycle through the sequence.

If c is 'face', the edge color will always be the same as the face color. If it is 'none', the patch boundary will not be drawn.

Parameters:

c : color or sequence of colors

set_edgecolors(*args, **kwargs)

alias for set_edgecolor

set_facecolor(c)

Set the facecolor(s) of the collection. c can be a matplotlib color spec (all patches have same color), or a sequence of specs; if it is a sequence the patches will cycle through the sequence.

If c is 'none', the patch will not be filled.

Parameters:

c : color or sequence of colors

set_facecolors(*args, **kwargs)

alias for set_facecolor

set_figure(fig)

Set the Figure instance the artist belongs to.

Parameters:

fig : Figure

set_gid(gid)

Sets the (group) id for the artist.

Parameters:

gid : str

set_hatch(hatch)

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)

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_layout : bool

set_joinstyle(js)

Set the joinstyle for the collection. The joinstyle can only be set globally for all elements in the collection.

Parameters:

js : {'miter', 'round', 'bevel'}

The joinstyle

set_label(s)

Set the label to s for auto legend.

Parameters:

s : object

s will be converted to a string by calling str.

set_linestyle(ls)

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:

ls : {'-', '--', '-.', ':', '', (offset, on-off-seq), ...}

The line style.

set_linestyles(*args, **kwargs)

alias for set_linestyle

set_linewidth(lw)

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:

lw : float or sequence of floats

set_linewidths(*args, **kwargs)

alias for set_linewidth

set_lw(*args, **kwargs)

alias for set_linewidth

set_norm(norm)

Set the normalization instance.

Parameters:

norm : Normalize

set_offset_position(offset_position)

Set how offsets are applied. If offset_position is 'screen' (default) the offset is applied after the master transform has been applied, that is, the offsets are in screen coordinates. If offset_position is 'data', the offset is applied before the master transform, i.e., the offsets are in data coordinates.

Parameters:

offset_position : {'screen', 'data'}

set_offsets(offsets)

Set the offsets for the collection. offsets can be a scalar or a sequence.

Parameters:

offsets : float or sequence of floats

set_path_effects(path_effects)

Set the path effects.

Parameters:

path_effects : AbstractPathEffect

set_paths()

set_picker(picker)

Set the epsilon for picking used by this artist

picker 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 it's 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.

Parameters:

picker : None or bool or float or callable

set_pickradius(pr)

Set the pick radius used for containment tests.

Parameters:

d : float

Pick radius, in points.

set_rasterized(rasterized)

Force rasterized (bitmap) drawing in vector backend output.

Defaults to None, which implies the backend's default behavior.

Parameters:

rasterized : bool or None

set_sizes(sizes, dpi=72.0)

Set the sizes of each member of the collection.

Parameters:

sizes : ndarray or None

The size to set for each element of the collection. The value is the 'area' of the element.

dpi : float

The dpi of the canvas. Defaults to 72.0.

set_sketch_params(scale=None, length=None, randomness=None)

Sets the sketch parameters.

Parameters:

scale : float, 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.

length : float, optional

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

randomness : float, optional

The scale factor by which the length is shrunken or expanded (default 16.0)

set_snap(snap)

Sets the snap setting which may be:

• True: snap vertices to the nearest pixel center
• False: leave vertices as-is
• None: (auto) If the path contains only rectilinear line segments, round to the nearest pixel center

Only supported by the Agg and MacOSX backends.

Parameters:

snap : bool or None

set_transform(t)

Set the artist transform.

Parameters:

t : Transform

set_url(url)

Sets the url for the artist.

Parameters:

url : str

set_urls(urls)

Parameters:

urls : List[str] or None

set_visible(b)

Set the artist's visibility.

Parameters:

b : bool

set_zorder(level)

Set the zorder for the artist. Artists with lower zorder values are drawn first.

Parameters:

level : float

stale

If the artist is 'stale' and needs to be re-drawn for the output to match the internal state of the artist.

sticky_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 usecase is histograms, where one usually expects no margin on the bottom edge (0) of the histogram.

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)

Return a normalized rgba array corresponding to x.

In the normal case, x is a 1-D or 2-D 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)

Update this artist's properties from the dictionary prop.

update_from(other)

copy properties from other to self

update_scalarmappable()

If the scalar mappable array is not none, update colors from scalar data

zorder = 0

class matplotlib.collections.StarPolygonCollection(numsides, rotation=0, sizes=(1, ), **kwargs)

Bases: matplotlib.collections.RegularPolyCollection

Draw a collection of regular stars with numsides points.

numsides

the number of sides of the polygon

rotation

the rotation of the polygon in radians

sizes

gives the area of the circle circumscribing the regular polygon in points^2

Valid Collection keyword arguments:

• edgecolors: None
• facecolors: None
• linewidths: None
• antialiaseds: None
• offsets: None
• transOffset: transforms.IdentityTransform()
• norm: None (optional for matplotlib.cm.ScalarMappable)
• cmap: None (optional for matplotlib.cm.ScalarMappable)

offsets and transOffset are used to translate the patch after rendering (default no offsets)

If any of edgecolors, facecolors, linewidths, antialiaseds are None, they default to their matplotlib.rcParams patch setting, in sequence form.

Example: see Lasso Demo for a complete example:

offsets = np.random.rand(20,2)
facecolors = [cm.jet(x) for x in np.random.rand(20)]
black = (0,0,0,1)

collection = RegularPolyCollection(
    numsides=5, # a pentagon
    rotation=0, sizes=(50,),
    facecolors=facecolors,
    edgecolors=(black,),
    linewidths=(1,),
    offsets=offsets,
    transOffset=ax.transData,
    )

add_callback(func)

Adds a callback function that will be called whenever one of the Artist's properties changes.

Returns an id that is useful for removing the callback with remove_callback() later.

add_checker(checker)

Add an entry to a dictionary of boolean flags that are set to True when the mappable is changed.

aname = 'Artist'

autoscale()

Autoscale the scalar limits on the norm instance using the current array

autoscale_None()

Autoscale the scalar limits on the norm instance using the current array, changing only limits that are None

axes

The Axes instance the artist resides in, or None.

changed()

Call this whenever the mappable is changed to notify all the callbackSM listeners to the 'changed' signal

check_update(checker)

If mappable has changed since the last check, return True; else return False

contains(mouseevent)

Test whether the mouse event occurred in the collection.

Returns True | False, dict(ind=itemlist), where every item in itemlist contains the event.

convert_xunits(x)

For artists in an axes, if the xaxis has units support, convert x using xaxis unit type

convert_yunits(y)

For artists in an axes, if the yaxis has units support, convert y using yaxis unit type

draw(renderer)

Derived classes drawing method

findobj(match=None, include_self=True)

Find artist objects.

Recursively find all Artist instances contained in self.

match can be

• None: return all objects contained in artist.
• function with signature boolean = match(artist) used to filter matches
• class instance: e.g., Line2D. Only return artists of class type.

If include_self is True (default), include self in the list to be checked for a match.

format_cursor_data(data)

Return cursor data string formatted.

get_agg_filter()

Return filter function to be used for agg filter.

get_alpha()

Return the alpha value used for blending - not supported on all backends

get_animated()

Return the artist's animated state

get_array()

Return the array

get_capstyle()

get_children()

Return a list of the child Artist`s this :class:`Artist contains.

get_clim()

return the min, max of the color limits for image scaling

get_clip_box()

Return artist clipbox

get_clip_on()

Return whether artist uses clipping

get_clip_path()

Return artist clip path

get_cmap()

return the colormap

get_contains()

Return the _contains test used by the artist, or None for default.

get_cursor_data(event)

Get the cursor data for a given event.

get_dashes(*args, **kwargs)

alias for get_linestyle

get_datalim(transData)

get_edgecolor()

get_edgecolors(*args, **kwargs)

alias for get_edgecolor

get_facecolor()

get_facecolors(*args, **kwargs)

alias for get_facecolor

get_figure()

Return the Figure instance the artist belongs to.

get_fill()

return whether fill is set

get_gid()

Returns the group id.

get_hatch()

Return the current hatching pattern.

get_in_layout()

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()

get_label()

Get the label used for this artist in the legend.

get_linestyle()

get_linestyles(*args, **kwargs)

alias for get_linestyle

get_linewidth()

get_linewidths(*args, **kwargs)

alias for get_linewidth

get_lw(*args, **kwargs)

alias for get_linewidth

get_numsides()

get_offset_position()

Returns how offsets are applied for the collection. If offset_position is 'screen', the offset is applied after the master transform has been applied, that is, the offsets are in screen coordinates. If offset_position is 'data', the offset is applied before the master transform, i.e., the offsets are in data coordinates.

get_offset_transform()

get_offsets()

Return the offsets for the collection.

get_path_effects()

get_paths()

get_picker()

Return the picker object used by this artist.

get_pickradius()

get_rasterized()

Return whether the artist is to be rasterized.

get_rotation()

get_sizes()

Returns the sizes of the elements in the collection. The value represents the 'area' of the element.

Returns:

sizes : array

The 'area' of each element.

get_sketch_params()

Returns the sketch parameters for the artist.

Returns:

sketch_params : 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.

May return None if no sketch parameters were set.

get_snap()

Returns the snap setting which may be:

• True: snap vertices to the nearest pixel center
• False: leave vertices as-is
• None: (auto) If the path contains only rectilinear line segments, round to the nearest pixel center

Only supported by the Agg and MacOSX backends.

get_tightbbox(renderer)

Like Artist.get_window_extent, but includes any clipping.

Parameters:

renderer : RendererBase instance

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

Returns:

bbox : BboxBase

containing the bounding box (in figure pixel co-ordinates).

get_transform()

Return the Transform instance used by this artist.

get_transformed_clip_path_and_affine()

Return the clip path with the non-affine part of its transformation applied, and the remaining affine part of its transformation.

get_transforms()

get_url()

Returns the url.

get_urls()

get_visible()

Return the artist's visiblity

get_window_extent(renderer)

Get the axes bounding box in display space. 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()

Return the artist's zorder.

have_units()

Return True if units are set on the x or y axes

hitlist(event)

Deprecated since version 2.2: The hitlist function was deprecated in Matplotlib 2.2 and will be removed in 3.1.

List the children of the artist which contain the mouse event event.

is_figure_set()

Deprecated since version 2.2: artist.figure is not None

Returns whether the artist is assigned to a Figure.

is_transform_set()

Returns True if Artist has a transform explicitly set.

mouseover

pchanged()

Fire an event when property changed, calling all of the registered callbacks.

pick(mouseevent)

Process pick event

each child artist will fire a pick event if mouseevent is over the artist and the artist has picker set

pickable()

Return True if Artist is pickable.

properties()

return a dictionary mapping property name -> value for all Artist props

remove()

Remove the artist from the figure if possible. The effect will not be visible until the figure is redrawn, e.g., with matplotlib.axes.Axes.draw_idle(). Call matplotlib.axes.Axes.relim() to update the axes limits if desired.

Note: relim() will not see collections even if the collection was added to axes with autolim = True.

Note: there is no support for removing the artist's legend entry.

remove_callback(oid)

Remove a callback based on its id.

See also

add_callback()

For adding callbacks

set(**kwargs)

A property batch setter. Pass kwargs to set properties.

set_agg_filter(filter_func)

Set the agg filter.

Parameters:

filter_func : callable

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)

Set the alpha tranparencies of the collection. alpha must be a float or None.

Parameters:

alpha : float or None

set_animated(b)

Set the artist's animation state.

Parameters:

b : bool

set_antialiased(aa)

Set the antialiasing state for rendering.

Parameters:

aa : bool or sequence of bools

set_antialiaseds(*args, **kwargs)

alias for set_antialiased

set_array(A)

Set the image array from numpy array A.

Parameters:

A : ndarray

set_capstyle(cs)

Set the capstyle for the collection. The capstyle can only be set globally for all elements in the collection

Parameters:

cs : {'butt', 'round', 'projecting'}

The capstyle

set_clim(vmin=None, vmax=None)

set the norm limits for image scaling; if vmin is a length2 sequence, interpret it as (vmin, vmax) which is used to support setp

ACCEPTS: a length 2 sequence of floats; may be overridden in methods that have vmin and vmax kwargs.

set_clip_box(clipbox)

Set the artist's clip Bbox.

Parameters:

clipbox : Bbox

set_clip_on(b)

Set whether artist uses clipping.

When False artists will be visible out side of the axes which can lead to unexpected results.

Parameters:

b : bool

set_clip_path(path, transform=None)

Set the artist's clip path, which may be:

• a Patch (or subclass) instance; or
• a Path instance, in which case a Transform instance, which will be applied to the path before using it for clipping, must be provided; or
• None, to remove a previously set clipping path.

For efficiency, if the path happens to be an axis-aligned rectangle, this method will set the clipping box to the corresponding rectangle and set the clipping path to None.

ACCEPTS: [(Path, Transform) | Patch | None]

set_cmap(cmap)

set the colormap for luminance data

Parameters:

cmap : colormap or registered colormap name

set_color(c)

Set both the edgecolor and the facecolor.

See also

set_facecolor(), set_edgecolor()

For setting the edge or face color individually.

Parameters:

c : matplotlib color arg or sequence of rgba tuples

set_contains(picker)

Replace the contains test used by this artist. The new picker should be a callable function which determines whether the artist is hit by the mouse event:

hit, props = picker(artist, mouseevent)

If the mouse event is over the artist, return hit = True and props is a dictionary of properties you want returned with the contains test.

Parameters:

picker : callable

set_dashes(*args, **kwargs)

alias for set_linestyle

set_edgecolor(c)

Set the edgecolor(s) of the collection. c can be a matplotlib color spec (all patches have same color), or a sequence of specs; if it is a sequence the patches will cycle through the sequence.

If c is 'face', the edge color will always be the same as the face color. If it is 'none', the patch boundary will not be drawn.

Parameters:

c : color or sequence of colors

set_edgecolors(*args, **kwargs)

alias for set_edgecolor

set_facecolor(c)

Set the facecolor(s) of the collection. c can be a matplotlib color spec (all patches have same color), or a sequence of specs; if it is a sequence the patches will cycle through the sequence.

If c is 'none', the patch will not be filled.

Parameters:

c : color or sequence of colors

set_facecolors(*args, **kwargs)

alias for set_facecolor

set_figure(fig)

Set the Figure instance the artist belongs to.

Parameters:

fig : Figure

set_gid(gid)

Sets the (group) id for the artist.

Parameters:

gid : str

set_hatch(hatch)

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)

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_layout : bool

set_joinstyle(js)

Set the joinstyle for the collection. The joinstyle can only be set globally for all elements in the collection.

Parameters:

js : {'miter', 'round', 'bevel'}

The joinstyle

set_label(s)

Set the label to s for auto legend.

Parameters:

s : object

s will be converted to a string by calling str.

set_linestyle(ls)

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:

ls : {'-', '--', '-.', ':', '', (offset, on-off-seq), ...}

The line style.

set_linestyles(*args, **kwargs)

alias for set_linestyle

set_linewidth(lw)

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:

lw : float or sequence of floats

set_linewidths(*args, **kwargs)

alias for set_linewidth

set_lw(*args, **kwargs)

alias for set_linewidth

set_norm(norm)

Set the normalization instance.

Parameters:

norm : Normalize

set_offset_position(offset_position)

Set how offsets are applied. If offset_position is 'screen' (default) the offset is applied after the master transform has been applied, that is, the offsets are in screen coordinates. If offset_position is 'data', the offset is applied before the master transform, i.e., the offsets are in data coordinates.

Parameters:

offset_position : {'screen', 'data'}

set_offsets(offsets)

Set the offsets for the collection. offsets can be a scalar or a sequence.

Parameters:

offsets : float or sequence of floats

set_path_effects(path_effects)

Set the path effects.

Parameters:

path_effects : AbstractPathEffect

set_paths()

set_picker(picker)

Set the epsilon for picking used by this artist

picker 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 it's 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.

Parameters:

picker : None or bool or float or callable

set_pickradius(pr)

Set the pick radius used for containment tests.

Parameters:

d : float

Pick radius, in points.

set_rasterized(rasterized)

Force rasterized (bitmap) drawing in vector backend output.

Defaults to None, which implies the backend's default behavior.

Parameters:

rasterized : bool or None

set_sizes(sizes, dpi=72.0)

Set the sizes of each member of the collection.

Parameters:

sizes : ndarray or None

The size to set for each element of the collection. The value is the 'area' of the element.

dpi : float

The dpi of the canvas. Defaults to 72.0.

set_sketch_params(scale=None, length=None, randomness=None)

Sets the sketch parameters.

Parameters:

scale : float, 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.

length : float, optional

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

randomness : float, optional

The scale factor by which the length is shrunken or expanded (default 16.0)

set_snap(snap)

Sets the snap setting which may be:

• True: snap vertices to the nearest pixel center
• False: leave vertices as-is
• None: (auto) If the path contains only rectilinear line segments, round to the nearest pixel center

Only supported by the Agg and MacOSX backends.

Parameters:

snap : bool or None

set_transform(t)

Set the artist transform.

Parameters:

t : Transform

set_url(url)

Sets the url for the artist.

Parameters:

url : str

set_urls(urls)

Parameters:

urls : List[str] or None

set_visible(b)

Set the artist's visibility.

Parameters:

b : bool

set_zorder(level)

Set the zorder for the artist. Artists with lower zorder values are drawn first.

Parameters:

level : float

stale

If the artist is 'stale' and needs to be re-drawn for the output to match the internal state of the artist.

sticky_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 usecase is histograms, where one usually expects no margin on the bottom edge (0) of the histogram.

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)

Return a normalized rgba array corresponding to x.

In the normal case, x is a 1-D or 2-D 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)

Update this artist's properties from the dictionary prop.

update_from(other)

copy properties from other to self

update_scalarmappable()

If the scalar mappable array is not none, update colors from scalar data

zorder = 0

class matplotlib.collections.TriMesh(triangulation, **kwargs)

Bases: matplotlib.collections.Collection

Class for the efficient drawing of a triangular mesh using Gouraud shading.

A triangular mesh is a Triangulation object.

add_callback(func)

Adds a callback function that will be called whenever one of the Artist's properties changes.

Returns an id that is useful for removing the callback with remove_callback() later.

add_checker(checker)

Add an entry to a dictionary of boolean flags that are set to True when the mappable is changed.

aname = 'Artist'

autoscale()

Autoscale the scalar limits on the norm instance using the current array

autoscale_None()

Autoscale the scalar limits on the norm instance using the current array, changing only limits that are None

axes

The Axes instance the artist resides in, or None.

changed()

Call this whenever the mappable is changed to notify all the callbackSM listeners to the 'changed' signal

check_update(checker)

If mappable has changed since the last check, return True; else return False

contains(mouseevent)

Test whether the mouse event occurred in the collection.

Returns True | False, dict(ind=itemlist), where every item in itemlist contains the event.

static convert_mesh_to_paths(tri)

Converts a given mesh into a sequence of matplotlib.path.Path objects for easier rendering by backends that do not directly support meshes.

This function is primarily of use to backend implementers.

convert_xunits(x)

For artists in an axes, if the xaxis has units support, convert x using xaxis unit type

convert_yunits(y)

For artists in an axes, if the yaxis has units support, convert y using yaxis unit type

draw(renderer)

Derived classes drawing method

findobj(match=None, include_self=True)

Find artist objects.

Recursively find all Artist instances contained in self.

match can be

• None: return all objects contained in artist.
• function with signature boolean = match(artist) used to filter matches
• class instance: e.g., Line2D. Only return artists of class type.

If include_self is True (default), include self in the list to be checked for a match.

format_cursor_data(data)

Return cursor data string formatted.

get_agg_filter()

Return filter function to be used for agg filter.

get_alpha()

Return the alpha value used for blending - not supported on all backends

get_animated()

Return the artist's animated state

get_array()

Return the array

get_capstyle()

get_children()

Return a list of the child Artist`s this :class:`Artist contains.

get_clim()

return the min, max of the color limits for image scaling

get_clip_box()

Return artist clipbox

get_clip_on()

Return whether artist uses clipping

get_clip_path()

Return artist clip path

get_cmap()

return the colormap

get_contains()

Return the _contains test used by the artist, or None for default.

get_cursor_data(event)

Get the cursor data for a given event.

get_dashes(*args, **kwargs)

alias for get_linestyle

get_datalim(transData)

get_edgecolor()

get_edgecolors(*args, **kwargs)

alias for get_edgecolor

get_facecolor()

get_facecolors(*args, **kwargs)

alias for get_facecolor

get_figure()

Return the Figure instance the artist belongs to.

get_fill()

return whether fill is set

get_gid()

Returns the group id.

get_hatch()

Return the current hatching pattern.

get_in_layout()

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()

get_label()

Get the label used for this artist in the legend.

get_linestyle()

get_linestyles(*args, **kwargs)

alias for get_linestyle

get_linewidth()

get_linewidths(*args, **kwargs)

alias for get_linewidth

get_lw(*args, **kwargs)

alias for get_linewidth

get_offset_position()

Returns how offsets are applied for the collection. If offset_position is 'screen', the offset is applied after the master transform has been applied, that is, the offsets are in screen coordinates. If offset_position is 'data', the offset is applied before the master transform, i.e., the offsets are in data coordinates.

get_offset_transform()

get_offsets()

Return the offsets for the collection.

get_path_effects()

get_paths()

get_picker()

Return the picker object used by this artist.

get_pickradius()

get_rasterized()

Return whether the artist is to be rasterized.

get_sketch_params()

Returns the sketch parameters for the artist.

Returns:

sketch_params : 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.

May return None if no sketch parameters were set.

get_snap()

Returns the snap setting which may be:

• True: snap vertices to the nearest pixel center
• False: leave vertices as-is
• None: (auto) If the path contains only rectilinear line segments, round to the nearest pixel center

Only supported by the Agg and MacOSX backends.

get_tightbbox(renderer)

Like Artist.get_window_extent, but includes any clipping.

Parameters:

renderer : RendererBase instance

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

Returns:

bbox : BboxBase

containing the bounding box (in figure pixel co-ordinates).

get_transform()

Return the Transform instance used by this artist.

get_transformed_clip_path_and_affine()

Return the clip path with the non-affine part of its transformation applied, and the remaining affine part of its transformation.

get_transforms()

get_url()

Returns the url.

get_urls()

get_visible()

Return the artist's visiblity

get_window_extent(renderer)

Get the axes bounding box in display space. 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()

Return the artist's zorder.

have_units()

Return True if units are set on the x or y axes

hitlist(event)

Deprecated since version 2.2: The hitlist function was deprecated in Matplotlib 2.2 and will be removed in 3.1.

List the children of the artist which contain the mouse event event.

is_figure_set()

Deprecated since version 2.2: artist.figure is not None

Returns whether the artist is assigned to a Figure.

is_transform_set()

Returns True if Artist has a transform explicitly set.

mouseover

pchanged()

Fire an event when property changed, calling all of the registered callbacks.

pick(mouseevent)

Process pick event

each child artist will fire a pick event if mouseevent is over the artist and the artist has picker set

pickable()

Return True if Artist is pickable.

properties()

return a dictionary mapping property name -> value for all Artist props

remove()

Remove the artist from the figure if possible. The effect will not be visible until the figure is redrawn, e.g., with matplotlib.axes.Axes.draw_idle(). Call matplotlib.axes.Axes.relim() to update the axes limits if desired.

Note: relim() will not see collections even if the collection was added to axes with autolim = True.

Note: there is no support for removing the artist's legend entry.

remove_callback(oid)

Remove a callback based on its id.

See also

add_callback()

For adding callbacks

set(**kwargs)

A property batch setter. Pass kwargs to set properties.

set_agg_filter(filter_func)

Set the agg filter.

Parameters:

filter_func : callable

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)

Set the alpha tranparencies of the collection. alpha must be a float or None.

Parameters:

alpha : float or None

set_animated(b)

Set the artist's animation state.

Parameters:

b : bool

set_antialiased(aa)

Set the antialiasing state for rendering.

Parameters:

aa : bool or sequence of bools

set_antialiaseds(*args, **kwargs)

alias for set_antialiased

set_array(A)

Set the image array from numpy array A.

Parameters:

A : ndarray

set_capstyle(cs)

Set the capstyle for the collection. The capstyle can only be set globally for all elements in the collection

Parameters:

cs : {'butt', 'round', 'projecting'}

The capstyle

set_clim(vmin=None, vmax=None)

set the norm limits for image scaling; if vmin is a length2 sequence, interpret it as (vmin, vmax) which is used to support setp

ACCEPTS: a length 2 sequence of floats; may be overridden in methods that have vmin and vmax kwargs.

set_clip_box(clipbox)

Set the artist's clip Bbox.

Parameters:

clipbox : Bbox

set_clip_on(b)

Set whether artist uses clipping.

When False artists will be visible out side of the axes which can lead to unexpected results.

Parameters:

b : bool

set_clip_path(path, transform=None)

Set the artist's clip path, which may be:

• a Patch (or subclass) instance; or
• a Path instance, in which case a Transform instance, which will be applied to the path before using it for clipping, must be provided; or
• None, to remove a previously set clipping path.

For efficiency, if the path happens to be an axis-aligned rectangle, this method will set the clipping box to the corresponding rectangle and set the clipping path to None.

ACCEPTS: [(Path, Transform) | Patch | None]

set_cmap(cmap)

set the colormap for luminance data

Parameters:

cmap : colormap or registered colormap name

set_color(c)

Set both the edgecolor and the facecolor.

See also

set_facecolor(), set_edgecolor()

For setting the edge or face color individually.

Parameters:

c : matplotlib color arg or sequence of rgba tuples

set_contains(picker)

Replace the contains test used by this artist. The new picker should be a callable function which determines whether the artist is hit by the mouse event:

hit, props = picker(artist, mouseevent)

If the mouse event is over the artist, return hit = True and props is a dictionary of properties you want returned with the contains test.

Parameters:

picker : callable

set_dashes(*args, **kwargs)

alias for set_linestyle

set_edgecolor(c)

Set the edgecolor(s) of the collection. c can be a matplotlib color spec (all patches have same color), or a sequence of specs; if it is a sequence the patches will cycle through the sequence.

If c is 'face', the edge color will always be the same as the face color. If it is 'none', the patch boundary will not be drawn.

Parameters:

c : color or sequence of colors

set_edgecolors(*args, **kwargs)

alias for set_edgecolor

set_facecolor(c)

Set the facecolor(s) of the collection. c can be a matplotlib color spec (all patches have same color), or a sequence of specs; if it is a sequence the patches will cycle through the sequence.

If c is 'none', the patch will not be filled.

Parameters:

c : color or sequence of colors

set_facecolors(*args, **kwargs)

alias for set_facecolor

set_figure(fig)

Set the Figure instance the artist belongs to.

Parameters:

fig : Figure

set_gid(gid)

Sets the (group) id for the artist.

Parameters:

gid : str

set_hatch(hatch)

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)

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_layout : bool

set_joinstyle(js)

Set the joinstyle for the collection. The joinstyle can only be set globally for all elements in the collection.

Parameters:

js : {'miter', 'round', 'bevel'}

The joinstyle

set_label(s)

Set the label to s for auto legend.

Parameters:

s : object

s will be converted to a string by calling str.

set_linestyle(ls)

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:

ls : {'-', '--', '-.', ':', '', (offset, on-off-seq), ...}

The line style.

set_linestyles(*args, **kwargs)

alias for set_linestyle

set_linewidth(lw)

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:

lw : float or sequence of floats

set_linewidths(*args, **kwargs)

alias for set_linewidth

set_lw(*args, **kwargs)

alias for set_linewidth

set_norm(norm)

Set the normalization instance.

Parameters:

norm : Normalize

set_offset_position(offset_position)

Set how offsets are applied. If offset_position is 'screen' (default) the offset is applied after the master transform has been applied, that is, the offsets are in screen coordinates. If offset_position is 'data', the offset is applied before the master transform, i.e., the offsets are in data coordinates.

Parameters:

offset_position : {'screen', 'data'}

set_offsets(offsets)

Set the offsets for the collection. offsets can be a scalar or a sequence.

Parameters:

offsets : float or sequence of floats

set_path_effects(path_effects)

Set the path effects.

Parameters:

path_effects : AbstractPathEffect

set_paths()

set_picker(picker)

Set the epsilon for picking used by this artist

picker 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 it's 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.

Parameters:

picker : None or bool or float or callable

set_pickradius(pr)

Set the pick radius used for containment tests.

Parameters:

d : float

Pick radius, in points.

set_rasterized(rasterized)

Force rasterized (bitmap) drawing in vector backend output.

Defaults to None, which implies the backend's default behavior.

Parameters:

rasterized : bool or None

set_sketch_params(scale=None, length=None, randomness=None)

Sets the sketch parameters.

Parameters:

scale : float, 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.

length : float, optional

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

randomness : float, optional

The scale factor by which the length is shrunken or expanded (default 16.0)

set_snap(snap)

Sets the snap setting which may be:

• True: snap vertices to the nearest pixel center
• False: leave vertices as-is
• None: (auto) If the path contains only rectilinear line segments, round to the nearest pixel center

Only supported by the Agg and MacOSX backends.

Parameters:

snap : bool or None

set_transform(t)

Set the artist transform.

Parameters:

t : Transform

set_url(url)

Sets the url for the artist.

Parameters:

url : str

set_urls(urls)

Parameters:

urls : List[str] or None

set_visible(b)

Set the artist's visibility.

Parameters:

b : bool

set_zorder(level)

Set the zorder for the artist. Artists with lower zorder values are drawn first.

Parameters:

level : float

stale

If the artist is 'stale' and needs to be re-drawn for the output to match the internal state of the artist.

sticky_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 usecase is histograms, where one usually expects no margin on the bottom edge (0) of the histogram.

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)

Return a normalized rgba array corresponding to x.

In the normal case, x is a 1-D or 2-D 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)

Update this artist's properties from the dictionary prop.

update_from(other)

copy properties from other to self

update_scalarmappable()

If the scalar mappable array is not none, update colors from scalar data

zorder = 0