matplotlib.contour

Classes to support contour plotting and labelling for the Axes class.

class matplotlib.contour.ClabelText(x=0, y=0, text='', *, color=None, verticalalignment='baseline', horizontalalignment='left', multialignment=None, fontproperties=None, rotation=None, linespacing=None, rotation_mode=None, usetex=None, wrap=False, transform_rotates_text=False, parse_math=None, antialiased=None, **kwargs)

Bases: Text

[Deprecated] Unlike the ordinary text, the get_rotation returns an updated angle in the pixel coordinate assuming that the input rotation is an angle in data coordinate (or whatever transform set).

Notes

Deprecated since version 3.7: Use Text.set_transform_rotates_text instead.

Create a Text instance at x, y with string text.

The text is aligned relative to the anchor point (x, y) according to horizontalalignment (default: 'left') and verticalalignment (default: 'bottom'). See also Text alignment.

While Text accepts the 'label' keyword argument, by default it is not added to the handles of a legend.

Valid keyword arguments are:

Property	Description
agg_filter	a filter function, which takes a (m, n, 3) float array and a dpi value, and returns a (m, n, 3) array and two offsets from the bottom left corner of the image
alpha	scalar or None
animated	bool
antialiased	bool
backgroundcolor	color
bbox	dict with properties for patches.FancyBboxPatch
clip_box	unknown
clip_on	unknown
clip_path	unknown
color or c	color
figure	Figure
fontfamily or family or fontname	{FONTNAME, 'serif', 'sans-serif', 'cursive', 'fantasy', 'monospace'}
fontproperties or font or font_properties	font_manager.FontProperties or str or pathlib.Path
fontsize or size	float or {'xx-small', 'x-small', 'small', 'medium', 'large', 'x-large', 'xx-large'}
fontstretch or stretch	{a numeric value in range 0-1000, 'ultra-condensed', 'extra-condensed', 'condensed', 'semi-condensed', 'normal', 'semi-expanded', 'expanded', 'extra-expanded', 'ultra-expanded'}
fontstyle or style	{'normal', 'italic', 'oblique'}
fontvariant or variant	{'normal', 'small-caps'}
fontweight or weight	{a numeric value in range 0-1000, 'ultralight', 'light', 'normal', 'regular', 'book', 'medium', 'roman', 'semibold', 'demibold', 'demi', 'bold', 'heavy', 'extra bold', 'black'}
gid	str
horizontalalignment or ha	{'left', 'center', 'right'}
in_layout	bool
label	object
linespacing	float (multiple of font size)
math_fontfamily	str
mouseover	bool
multialignment or ma	{'left', 'right', 'center'}
parse_math	bool
path_effects	list of AbstractPathEffect
picker	None or bool or float or callable
position	(float, float)
rasterized	bool
rotation	float or {'vertical', 'horizontal'}
rotation_mode	{None, 'default', 'anchor'}
sketch_params	(scale: float, length: float, randomness: float)
snap	bool or None
text	object
transform	Transform
transform_rotates_text	bool
url	str
usetex	bool or None
verticalalignment or va	{'bottom', 'baseline', 'center', 'center_baseline', 'top'}
visible	bool
wrap	bool
x	float
y	float
zorder	float

get_rotation()

Return the text angle in degrees between 0 and 360.

set(*, agg_filter=<UNSET>, alpha=<UNSET>, animated=<UNSET>, antialiased=<UNSET>, backgroundcolor=<UNSET>, bbox=<UNSET>, clip_box=<UNSET>, clip_on=<UNSET>, clip_path=<UNSET>, color=<UNSET>, fontfamily=<UNSET>, fontproperties=<UNSET>, fontsize=<UNSET>, fontstretch=<UNSET>, fontstyle=<UNSET>, fontvariant=<UNSET>, fontweight=<UNSET>, gid=<UNSET>, horizontalalignment=<UNSET>, in_layout=<UNSET>, label=<UNSET>, linespacing=<UNSET>, math_fontfamily=<UNSET>, mouseover=<UNSET>, multialignment=<UNSET>, parse_math=<UNSET>, path_effects=<UNSET>, picker=<UNSET>, position=<UNSET>, rasterized=<UNSET>, rotation=<UNSET>, rotation_mode=<UNSET>, sketch_params=<UNSET>, snap=<UNSET>, text=<UNSET>, transform=<UNSET>, transform_rotates_text=<UNSET>, url=<UNSET>, usetex=<UNSET>, verticalalignment=<UNSET>, visible=<UNSET>, wrap=<UNSET>, x=<UNSET>, y=<UNSET>, zorder=<UNSET>)

Set multiple properties at once.

Supported properties are

Property	Description
agg_filter	a filter function, which takes a (m, n, 3) float array and a dpi value, and returns a (m, n, 3) array and two offsets from the bottom left corner of the image
alpha	scalar or None
animated	bool
antialiased	bool
backgroundcolor	color
bbox	dict with properties for patches.FancyBboxPatch
clip_box	BboxBase or None
clip_on	bool
clip_path	Patch or (Path, Transform) or None
color or c	color
figure	Figure
fontfamily or family or fontname	{FONTNAME, 'serif', 'sans-serif', 'cursive', 'fantasy', 'monospace'}
fontproperties or font or font_properties	font_manager.FontProperties or str or pathlib.Path
fontsize or size	float or {'xx-small', 'x-small', 'small', 'medium', 'large', 'x-large', 'xx-large'}
fontstretch or stretch	{a numeric value in range 0-1000, 'ultra-condensed', 'extra-condensed', 'condensed', 'semi-condensed', 'normal', 'semi-expanded', 'expanded', 'extra-expanded', 'ultra-expanded'}
fontstyle or style	{'normal', 'italic', 'oblique'}
fontvariant or variant	{'normal', 'small-caps'}
fontweight or weight	{a numeric value in range 0-1000, 'ultralight', 'light', 'normal', 'regular', 'book', 'medium', 'roman', 'semibold', 'demibold', 'demi', 'bold', 'heavy', 'extra bold', 'black'}
gid	str
horizontalalignment or ha	{'left', 'center', 'right'}
in_layout	bool
label	object
linespacing	float (multiple of font size)
math_fontfamily	str
mouseover	bool
multialignment or ma	{'left', 'right', 'center'}
parse_math	bool
path_effects	list of AbstractPathEffect
picker	None or bool or float or callable
position	(float, float)
rasterized	bool
rotation	float or {'vertical', 'horizontal'}
rotation_mode	{None, 'default', 'anchor'}
sketch_params	(scale: float, length: float, randomness: float)
snap	bool or None
text	object
transform	Transform
transform_rotates_text	bool
url	str
usetex	bool or None
verticalalignment or va	{'bottom', 'baseline', 'center', 'center_baseline', 'top'}
visible	bool
wrap	bool
x	float
y	float
zorder	float

class matplotlib.contour.ContourLabeler

Bases: object

Mixin to provide labelling capability to ContourSet.

add_label(x, y, rotation, lev, cvalue)

Add contour label without Text.set_transform_rotates_text.

add_label_clabeltext(x, y, rotation, lev, cvalue)

Add contour label with Text.set_transform_rotates_text.

add_label_near(x, y, inline=True, inline_spacing=5, transform=None)

Add a label near the point (x, y).

Parameters:

x, yfloat

The approximate location of the label.

inlinebool, default: True

If True remove the segment of the contour beneath the label.

inline_spacingint, default: 5

Space in pixels to leave on each side of label when placing inline. This spacing will be exact for labels at locations where the contour is straight, less so for labels on curved contours.

transformTransform or False, default: self.axes.transData

A transform applied to (x, y) before labeling. The default causes (x, y) to be interpreted as data coordinates. False is a synonym for IdentityTransform; i.e. (x, y) should be interpreted as display coordinates.

calc_label_rot_and_inline(slc, ind, lw, lc=None, spacing=5)

[Deprecated] Calculate the appropriate label rotation given the linecontour coordinates in screen units, the index of the label location and the label width.

If lc is not None or empty, also break contours and compute inlining.

spacing is the empty space to leave around the label, in pixels.

Both tasks are done together to avoid calculating path lengths multiple times, which is relatively costly.

The method used here involves computing the path length along the contour in pixel coordinates and then looking approximately (label width / 2) away from central point to determine rotation and then to break contour if desired.

Notes

Deprecated since version 3.8.

clabel(levels=None, *, fontsize=None, inline=True, inline_spacing=5, fmt=None, colors=None, use_clabeltext=False, manual=False, rightside_up=True, zorder=None)

Label a contour plot.

Adds labels to line contours in this ContourSet (which inherits from this mixin class).

Parameters:

levelsarray-like, optional

A list of level values, that should be labeled. The list must be a subset of cs.levels. If not given, all levels are labeled.

fontsizestr or float, default: rcParams["font.size"] (default: 10.0)

Size in points or relative size e.g., 'smaller', 'x-large'. See Text.set_size for accepted string values.

colorscolor or colors or None, default: None

The label colors:

• If None, the color of each label matches the color of the corresponding contour.

• If one string color, e.g., colors = 'r' or colors = 'red', all labels will be plotted in this color.

• If a tuple of colors (string, float, RGB, etc), different labels will be plotted in different colors in the order specified.

inlinebool, default: True

If True the underlying contour is removed where the label is placed.

inline_spacingfloat, default: 5

Space in pixels to leave on each side of label when placing inline.

This spacing will be exact for labels at locations where the contour is straight, less so for labels on curved contours.

fmtFormatter or str or callable or dict, optional

How the levels are formatted:

• If a Formatter, it is used to format all levels at once, using its Formatter.format_ticks method.

• If a str, it is interpreted as a %-style format string.

• If a callable, it is called with one level at a time and should return the corresponding label.

• If a dict, it should directly map levels to labels.

The default is to use a standard ScalarFormatter.

manualbool or iterable, default: False

If True, contour labels will be placed manually using mouse clicks. Click the first button near a contour to add a label, click the second button (or potentially both mouse buttons at once) to finish adding labels. The third button can be used to remove the last label added, but only if labels are not inline. Alternatively, the keyboard can be used to select label locations (enter to end label placement, delete or backspace act like the third mouse button, and any other key will select a label location).

manual can also be an iterable object of (x, y) tuples. Contour labels will be created as if mouse is clicked at each (x, y) position.

rightside_upbool, default: True

If True, label rotations will always be plus or minus 90 degrees from level.

use_clabeltextbool, default: False

If True, use Text.set_transform_rotates_text to ensure that label rotation is updated whenever the axes aspect changes.

zorderfloat or None, default: (2 + contour.get_zorder())

zorder of the contour labels.

Returns:

labels

A list of Text instances for the labels.

get_text(lev, fmt)

Get the text of the label.

property labelFontProps

property labelFontSizeList

property labelTextsList

labels(inline, inline_spacing)

locate_label(linecontour, labelwidth)

Find good place to draw a label (relatively flat part of the contour).

pop_label(index=-1)

Defaults to removing last label, but any index can be supplied

print_label(linecontour, labelwidth)

Return whether a contour is long enough to hold a label.

remove()

set_label_props(label, text, color)

[Deprecated] Set the label properties - color, fontsize, text.

Notes

Deprecated since version 3.7: Use Artist.set instead.

too_close(x, y, lw)

Return whether a label is already near this location.

class matplotlib.contour.ContourSet(ax, *args, levels=None, filled=False, linewidths=None, linestyles=None, hatches=(None,), alpha=None, origin=None, extent=None, cmap=None, colors=None, norm=None, vmin=None, vmax=None, extend='neither', antialiased=None, nchunk=0, locator=None, transform=None, negative_linestyles=None, clip_path=None, **kwargs)

Bases: ContourLabeler, Collection

Store a set of contour lines or filled regions.

User-callable method: clabel

Parameters:

axAxes

levels[level0, level1, ..., leveln]

A list of floating point numbers indicating the contour levels.

allsegs[level0segs, level1segs, ...]

List of all the polygon segments for all the levels. For contour lines len(allsegs) == len(levels), and for filled contour regions len(allsegs) = len(levels)-1. The lists should look like

level0segs = [polygon0, polygon1, ...]
polygon0 = [[x0, y0], [x1, y1], ...]

allkindsNone or [level0kinds, level1kinds, ...]

Optional list of all the polygon vertex kinds (code types), as described and used in Path. This is used to allow multiply- connected paths such as holes within filled polygons. If not None, len(allkinds) == len(allsegs). The lists should look like

level0kinds = [polygon0kinds, ...]
polygon0kinds = [vertexcode0, vertexcode1, ...]

If allkinds is not None, usually all polygons for a particular contour level are grouped together so that level0segs = [polygon0] and level0kinds = [polygon0kinds].

**kwargs

Keyword arguments are as described in the docstring of contour.

Attributes:

axAxes

The Axes object in which the contours are drawn.

collectionssilent_list of PathCollections

The Artists representing the contour. This is a list of PathCollections for both line and filled contours.

levelsarray

The values of the contour levels.

layersarray

Same as levels for line contours; half-way between levels for filled contours. See ContourSet._process_colors.

Draw contour lines or filled regions, depending on whether keyword arg filled is False (default) or True.

Call signature:

ContourSet(ax, levels, allsegs, [allkinds], **kwargs)

Parameters:

axAxes

The Axes object to draw on.

levels[level0, level1, ..., leveln]

A list of floating point numbers indicating the contour levels.

allsegs[level0segs, level1segs, ...]

List of all the polygon segments for all the levels. For contour lines len(allsegs) == len(levels), and for filled contour regions len(allsegs) = len(levels)-1. The lists should look like

level0segs = [polygon0, polygon1, ...]
polygon0 = [[x0, y0], [x1, y1], ...]

allkinds[level0kinds, level1kinds, ...], optional

Optional list of all the polygon vertex kinds (code types), as described and used in Path. This is used to allow multiply- connected paths such as holes within filled polygons. If not None, len(allkinds) == len(allsegs). The lists should look like

level0kinds = [polygon0kinds, ...]
polygon0kinds = [vertexcode0, vertexcode1, ...]

If allkinds is not None, usually all polygons for a particular contour level are grouped together so that level0segs = [polygon0] and level0kinds = [polygon0kinds].

**kwargs

Keyword arguments are as described in the docstring of contour.

property allkinds

property allsegs

property alpha

property antialiased

changed()

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

property collections

draw(renderer)

Draw the Artist (and its children) using the given renderer.

This has no effect if the artist is not visible (Artist.get_visible returns False).

Parameters:

rendererRendererBase subclass.

Notes

This method is overridden in the Artist subclasses.

find_nearest_contour(x, y, indices=None, pixel=True)

Find the point in the contour plot that is closest to (x, y).

This method does not support filled contours.

Parameters:

x, yfloat

The reference point.

indiceslist of int or None, default: None

Indices of contour levels to consider. If None (the default), all levels are considered.

pixelbool, default: True

If True, measure distance in pixel (screen) space, which is useful for manual contour labeling; else, measure distance in axes space.

Returns:

pathint

The index of the path that is closest to (x, y). Each path corresponds to one contour level.

subpathint

The index within that closest path of the subpath that is closest to (x, y). Each subpath corresponds to one unbroken contour line.

indexint

The index of the vertices within that subpath that are closest to (x, y).

xmin, yminfloat

The point in the contour plot that is closest to (x, y).

d2float

The squared distance from (xmin, ymin) to (x, y).

get_transform()

Return the Transform instance used by this ContourSet.

legend_elements(variable_name='x', str_format=<class 'str'>)

Return a list of artists and labels suitable for passing through to legend which represent this ContourSet.

The labels have the form "0 < x <= 1" stating the data ranges which the artists represent.

Parameters:

variable_namestr

The string used inside the inequality used on the labels.

str_formatfunction: float -> str

Function used to format the numbers in the labels.

Returns:

artistslist[Artist]

A list of the artists.

labelslist[str]

A list of the labels.

property linestyles

set(*, agg_filter=<UNSET>, alpha=<UNSET>, animated=<UNSET>, antialiased=<UNSET>, array=<UNSET>, capstyle=<UNSET>, clim=<UNSET>, clip_box=<UNSET>, clip_on=<UNSET>, clip_path=<UNSET>, cmap=<UNSET>, color=<UNSET>, edgecolor=<UNSET>, facecolor=<UNSET>, gid=<UNSET>, hatch=<UNSET>, in_layout=<UNSET>, joinstyle=<UNSET>, label=<UNSET>, label_props=<UNSET>, linestyle=<UNSET>, linewidth=<UNSET>, mouseover=<UNSET>, norm=<UNSET>, offset_transform=<UNSET>, offsets=<UNSET>, path_effects=<UNSET>, paths=<UNSET>, picker=<UNSET>, pickradius=<UNSET>, rasterized=<UNSET>, sketch_params=<UNSET>, snap=<UNSET>, transform=<UNSET>, url=<UNSET>, urls=<UNSET>, visible=<UNSET>, zorder=<UNSET>)

Set multiple properties at once.

Supported properties are

Property	Description
agg_filter	a filter function, which takes a (m, n, 3) float array and a dpi value, and returns a (m, n, 3) array and two offsets from the bottom left corner of the image
alpha	array-like or scalar or None
animated	bool
antialiased or aa or antialiaseds	bool or list of bools
array	array-like or None
capstyle	CapStyle or {'butt', 'projecting', 'round'}
clim	(vmin: float, vmax: float)
clip_box	BboxBase or None
clip_on	bool
clip_path	Patch or (Path, Transform) or None
cmap	Colormap or str or None
color	color or list of RGBA tuples
edgecolor or ec or edgecolors	color or list of colors or 'face'
facecolor or facecolors or fc	color or list of colors
figure	Figure
gid	str
hatch	{'/', '\', '|', '-', '+', 'x', 'o', 'O', '.', '*'}
in_layout	bool
joinstyle	JoinStyle or {'miter', 'round', 'bevel'}
label	object
label_props	unknown
linestyle or dashes or linestyles or ls	str or tuple or list thereof
linewidth or linewidths or lw	float or list of floats
mouseover	bool
norm	Normalize or str or None
offset_transform or transOffset	Transform
offsets	(N, 2) or (2,) array-like
path_effects	list of AbstractPathEffect
paths	unknown
picker	None or bool or float or callable
pickradius	float
rasterized	bool
sketch_params	(scale: float, length: float, randomness: float)
snap	bool or None
transform	Transform
url	str
urls	list of str or None
visible	bool
zorder	float

property tcolors

property tlinewidths

class matplotlib.contour.QuadContourSet(ax, *args, levels=None, filled=False, linewidths=None, linestyles=None, hatches=(None,), alpha=None, origin=None, extent=None, cmap=None, colors=None, norm=None, vmin=None, vmax=None, extend='neither', antialiased=None, nchunk=0, locator=None, transform=None, negative_linestyles=None, clip_path=None, **kwargs)

Bases: ContourSet

Create and store a set of contour lines or filled regions.

This class is typically not instantiated directly by the user but by contour and contourf.

Attributes:

axAxes

The Axes object in which the contours are drawn.

collectionssilent_list of PathCollections

The Artists representing the contour. This is a list of PathCollections for both line and filled contours.

levelsarray

The values of the contour levels.

layersarray

Same as levels for line contours; half-way between levels for filled contours. See ContourSet._process_colors.

Draw contour lines or filled regions, depending on whether keyword arg filled is False (default) or True.

Call signature:

ContourSet(ax, levels, allsegs, [allkinds], **kwargs)

Parameters:

axAxes

The Axes object to draw on.

levels[level0, level1, ..., leveln]

A list of floating point numbers indicating the contour levels.

allsegs[level0segs, level1segs, ...]

List of all the polygon segments for all the levels. For contour lines len(allsegs) == len(levels), and for filled contour regions len(allsegs) = len(levels)-1. The lists should look like

level0segs = [polygon0, polygon1, ...]
polygon0 = [[x0, y0], [x1, y1], ...]

allkinds[level0kinds, level1kinds, ...], optional

Optional list of all the polygon vertex kinds (code types), as described and used in Path. This is used to allow multiply- connected paths such as holes within filled polygons. If not None, len(allkinds) == len(allsegs). The lists should look like

level0kinds = [polygon0kinds, ...]
polygon0kinds = [vertexcode0, vertexcode1, ...]

If allkinds is not None, usually all polygons for a particular contour level are grouped together so that level0segs = [polygon0] and level0kinds = [polygon0kinds].

**kwargs

Keyword arguments are as described in the docstring of contour.

set(*, agg_filter=<UNSET>, alpha=<UNSET>, animated=<UNSET>, antialiased=<UNSET>, array=<UNSET>, capstyle=<UNSET>, clim=<UNSET>, clip_box=<UNSET>, clip_on=<UNSET>, clip_path=<UNSET>, cmap=<UNSET>, color=<UNSET>, edgecolor=<UNSET>, facecolor=<UNSET>, gid=<UNSET>, hatch=<UNSET>, in_layout=<UNSET>, joinstyle=<UNSET>, label=<UNSET>, label_props=<UNSET>, linestyle=<UNSET>, linewidth=<UNSET>, mouseover=<UNSET>, norm=<UNSET>, offset_transform=<UNSET>, offsets=<UNSET>, path_effects=<UNSET>, paths=<UNSET>, picker=<UNSET>, pickradius=<UNSET>, rasterized=<UNSET>, sketch_params=<UNSET>, snap=<UNSET>, transform=<UNSET>, url=<UNSET>, urls=<UNSET>, visible=<UNSET>, zorder=<UNSET>)

Set multiple properties at once.

Supported properties are

Property	Description
agg_filter	a filter function, which takes a (m, n, 3) float array and a dpi value, and returns a (m, n, 3) array and two offsets from the bottom left corner of the image
alpha	array-like or scalar or None
animated	bool
antialiased or aa or antialiaseds	bool or list of bools
array	array-like or None
capstyle	CapStyle or {'butt', 'projecting', 'round'}
clim	(vmin: float, vmax: float)
clip_box	BboxBase or None
clip_on	bool
clip_path	Patch or (Path, Transform) or None
cmap	Colormap or str or None
color	color or list of RGBA tuples
edgecolor or ec or edgecolors	color or list of colors or 'face'
facecolor or facecolors or fc	color or list of colors
figure	Figure
gid	str
hatch	{'/', '\', '|', '-', '+', 'x', 'o', 'O', '.', '*'}
in_layout	bool
joinstyle	JoinStyle or {'miter', 'round', 'bevel'}
label	object
label_props	unknown
linestyle or dashes or linestyles or ls	str or tuple or list thereof
linewidth or linewidths or lw	float or list of floats
mouseover	bool
norm	Normalize or str or None
offset_transform or transOffset	Transform
offsets	(N, 2) or (2,) array-like
path_effects	list of AbstractPathEffect
paths	unknown
picker	None or bool or float or callable
pickradius	float
rasterized	bool
sketch_params	(scale: float, length: float, randomness: float)
snap	bool or None
transform	Transform
url	str
urls	list of str or None
visible	bool
zorder	float