matplotlib.path
#
A module for dealing with the polylines used throughout Matplotlib.
The primary class for polyline handling in Matplotlib isPath
. Almost allvector drawing makes use ofPath
s somewhere in the drawing pipeline.
Whilst aPath
instance itself cannot be drawn, someArtist
subclasses,such asPathPatch
andPathCollection
, can be used for convenientPath
visualisation.
- classmatplotlib.path.Path(vertices,codes=None,_interpolation_steps=1,closed=False,readonly=False)[source]#
Bases:
object
A series of possibly disconnected, possibly closed, line and curvesegments.
The underlying storage is made up of two parallel numpy arrays:
vertices: an (N, 2) float array of vertices
codes: an N-length
numpy.uint8
array of path codes, or None
These two arrays always have the same length in the firstdimension. For example, to represent a cubic curve, you mustprovide three vertices and three
CURVE4
codes.The code types are:
STOP
1 vertex (ignored)A marker for the end of the entire path (currently not required andignored)
MOVETO
1 vertexPick up the pen and move to the given vertex.
LINETO
1 vertexDraw a line from the current position to the given vertex.
CURVE3
1 control point, 1 endpointDraw a quadratic Bézier curve from the current position, with the givencontrol point, to the given end point.
CURVE4
2 control points, 1 endpointDraw a cubic Bézier curve from the current position, with the givencontrol points, to the given end point.
CLOSEPOLY
1 vertex (ignored)Draw a line segment to the start point of the current polyline.
Ifcodes is None, it is interpreted as a
MOVETO
followed by a seriesofLINETO
.Users of Path objects should not access the vertices and codes arraysdirectly. Instead, they should use
iter_segments
orcleaned
to get thevertex/code pairs. This helps, in particular, to consistently handle thecase ofcodes being None.Some behavior of Path objects can be controlled by rcParams. See thercParams whose keys start with 'path.'.
Note
The vertices and codes arrays should be treated asimmutable -- there are a number of optimizations and assumptionsmade up front in the constructor that will not change when thedata changes.
Create a new path with the given vertices and codes.
- Parameters:
- vertices(N, 2) array-like
The path vertices, as an array, masked array or sequence of pairs.Masked values, if any, will be converted to NaNs, which are thenhandled correctly by the Agg PathIterator and other consumers ofpath data, such as
iter_segments()
.- codesarray-like or None, optional
N-length array of integers representing the codes of the path.If not None, codes must be the same length as vertices.If None,vertices will be treated as a series of line segments.
- _interpolation_stepsint, optional
Used as a hint to certain projections, such as Polar, that thispath should be linearly interpolated immediately before drawing.This attribute is primarily an implementation detail and is notintended for public use.
- closedbool, optional
Ifcodes is None and closed is True, vertices will be treated asline segments of a closed polygon. Note that the last vertex willthen be ignored (as the corresponding code will be set to
CLOSEPOLY
).- readonlybool, optional
Makes the path behave in an immutable way and sets the verticesand codes as read-only arrays.
- CLOSEPOLY=np.uint8(79)#
- CURVE3=np.uint8(3)#
- CURVE4=np.uint8(4)#
- LINETO=np.uint8(2)#
- MOVETO=np.uint8(1)#
- NUM_VERTICES_FOR_CODE={np.uint8(0):1,np.uint8(1):1,np.uint8(2):1,np.uint8(3):2,np.uint8(4):3,np.uint8(79):1}#
A dictionary mapping Path codes to the number of vertices that thecode expects.
- STOP=np.uint8(0)#
- classmethodarc(theta1,theta2,n=None,is_wedge=False)[source]#
Return a
Path
for the unit circle arc from anglestheta1 totheta2 (in degrees).theta2 is unwrapped to produce the shortest arc within 360 degrees.That is, iftheta2 >theta1 + 360, the arc will be fromtheta1 totheta2 - 360 and not a full circle plus some extra overlap.
Ifn is provided, it is the number of spline segments to make.Ifn is not provided, the number of spline segments isdetermined based on the delta betweentheta1 andtheta2.
Masionobe, L. 2003.Drawing an elliptical arc usingpolylines, quadratic or cubic Bezier curves.
- classmethodcircle(center=(0.0,0.0),radius=1.0,readonly=False)[source]#
Return a
Path
representing a circle of a given radius and center.- Parameters:
- center(float, float), default: (0, 0)
The center of the circle.
- radiusfloat, default: 1
The radius of the circle.
- readonlybool
Whether the created path should have the "readonly" argumentset when creating the Path instance.
Notes
The circle is approximated using 8 cubic Bézier curves, as described in
- cleaned(transform=None,remove_nans=False,clip=None,*,simplify=False,curves=False,stroke_width=1.0,snap=False,sketch=None)[source]#
Return a new
Path
with vertices and codes cleaned according to theparameters.See also
Path.iter_segments
for details of the keyword arguments.
- clip_to_bbox(bbox,inside=True)[source]#
Clip the path to the given bounding box.
The path must be made up of one or more closed polygons. Thisalgorithm will not behave correctly for unclosed paths.
Ifinside is
True
, clip to the inside of the box, otherwiseto the outside of the box.
- code_type#
alias of
uint8
- propertycodes#
The list of codes in the
Path
as a 1D array.Each code is one of
STOP
,MOVETO
,LINETO
,CURVE3
,CURVE4
orCLOSEPOLY
. For codes that correspond to more than one vertex(CURVE3
andCURVE4
), that code will be repeated so that the lengthofvertices
andcodes
is always the same.
- contains_path(path,transform=None)[source]#
Return whether this (closed) path completely contains the given path.
Iftransform is not
None
, the path will be transformed beforechecking for containment.
- contains_point(point,transform=None,radius=0.0)[source]#
Return whether the area enclosed by the path contains the given point.
The path is always treated as closed; i.e. if the last code is not
CLOSEPOLY
an implicit segment connecting the last vertex to the firstvertex is assumed.- Parameters:
- point(float, float)
The point (x, y) to check.
- transform
Transform
, optional If not
None
,point will be compared toself
transformedbytransform; i.e. for a correct check,transform shouldtransform the path into the coordinate system ofpoint.- radiusfloat, default: 0
Additional margin on the path in coordinates ofpoint.The path is extended tangentially byradius/2; i.e. if you woulddraw the path with a linewidth ofradius, all points on the linewould still be considered to be contained in the area. Conversely,negative values shrink the area: Points on the imaginary linewill be considered outside the area.
- Returns:
- bool
Notes
The current algorithm has some limitations:
The result is undefined for points exactly at the boundary(i.e. at the path shifted byradius/2).
The result is undefined if there is no enclosed area, i.e. allvertices are on a straight line.
If bounding lines start to cross each other due toradius shift,the result is not guaranteed to be correct.
- contains_points(points,transform=None,radius=0.0)[source]#
Return whether the area enclosed by the path contains the given points.
The path is always treated as closed; i.e. if the last code is not
CLOSEPOLY
an implicit segment connecting the last vertex to the firstvertex is assumed.- Parameters:
- points(N, 2) array
The points to check. Columns contain x and y values.
- transform
Transform
, optional If not
None
,points will be compared toself
transformedbytransform; i.e. for a correct check,transform shouldtransform the path into the coordinate system ofpoints.- radiusfloat, default: 0
Additional margin on the path in coordinates ofpoints.The path is extended tangentially byradius/2; i.e. if you woulddraw the path with a linewidth ofradius, all points on the linewould still be considered to be contained in the area. Conversely,negative values shrink the area: Points on the imaginary linewill be considered outside the area.
- Returns:
- length-N bool array
Notes
The current algorithm has some limitations:
The result is undefined for points exactly at the boundary(i.e. at the path shifted byradius/2).
The result is undefined if there is no enclosed area, i.e. allvertices are on a straight line.
If bounding lines start to cross each other due toradius shift,the result is not guaranteed to be correct.
- copy()[source]#
Return a shallow copy of the
Path
, which will share thevertices and codes with the sourcePath
.
- deepcopy(memo=None)[source]#
Return a deepcopy of the
Path
. ThePath
will not bereadonly, even if the sourcePath
is.
- get_extents(transform=None,**kwargs)[source]#
Get Bbox of the path.
- Parameters:
- transform
Transform
, optional Transform to apply to path before computing extents, if any.
- **kwargs
Forwarded to
iter_bezier
.
- transform
- Returns:
- matplotlib.transforms.Bbox
The extents of the path Bbox([[xmin, ymin], [xmax, ymax]])
- statichatch(hatchpattern,density=6)[source]#
Given a hatch specifier,hatchpattern, generates a
Path
thatcan be used in a repeated hatching pattern.density is thenumber of lines per unit square.
- interpolated(steps)[source]#
Return a new path with each segment divided intosteps parts.
Codes other than
LINETO
,MOVETO
, andCLOSEPOLY
are not handled correctly.- Parameters:
- stepsint
The number of segments in the new path for each in the original.
- Returns:
- Path
The interpolated path.
- intersects_bbox(bbox,filled=True)[source]#
Return whether this path intersects a given
Bbox
.Iffilled is True, then this also returns True if the path completelyencloses the
Bbox
(i.e., the path is treated as filled).The bounding box is always considered filled.
- intersects_path(other,filled=True)[source]#
Return whether if this path intersects another given path.
Iffilled is True, then this also returns True if one path completelyencloses the other (i.e., the paths are treated as filled).
- iter_bezier(**kwargs)[source]#
Iterate over each Bézier curve (lines included) in a
Path
.- Parameters:
- **kwargs
Forwarded to
iter_segments
.
- Yields:
- B
BezierSegment
The Bézier curves that make up the current path. Note in particularthat freestanding points are Bézier curves of order 0, and linesare Bézier curves of order 1 (with two control points).
- code
code_type
The code describing what kind of curve is being returned.
MOVETO
,LINETO
,CURVE3
, andCURVE4
correspond toBézier curves with 1, 2, 3, and 4 control points (respectively).CLOSEPOLY
is aLINETO
with the control points correctlychosen based on the start/end points of the current stroke.
- B
- iter_segments(transform=None,remove_nans=True,clip=None,snap=False,stroke_width=1.0,simplify=None,curves=True,sketch=None)[source]#
Iterate over all curve segments in the path.
Each iteration returns a pair
(vertices,code)
, wherevertices
is a sequence of 1-3 coordinate pairs, andcode
is aPath
code.Additionally, this method can provide a number of standard cleanups andconversions to the path.
- Parameters:
- transformNone or
Transform
If not None, the given affine transformation will be applied to thepath.
- remove_nansbool, optional
Whether to remove all NaNs from the path and skip over them usingMOVETO commands.
- clipNone or (float, float, float, float), optional
If not None, must be a four-tuple (x1, y1, x2, y2)defining a rectangle in which to clip the path.
- snapNone or bool, optional
If True, snap all nodes to pixels; if False, don't snap them.If None, snap if the path contains only segmentsparallel to the x or y axes, and no more than 1024 of them.
- stroke_widthfloat, optional
The width of the stroke being drawn (used for path snapping).
- simplifyNone or bool, optional
Whether to simplify the path by removing verticesthat do not affect its appearance. If None, use the
should_simplify
attribute. See alsorcParams["path.simplify"]
(default:True
)andrcParams["path.simplify_threshold"]
(default:0.111111111111
).- curvesbool, optional
If True, curve segments will be returned as curve segments.If False, all curves will be converted to line segments.
- sketchNone or sequence, optional
If not None, must be a 3-tuple of the form(scale, length, randomness), representing the sketch parameters.
- transformNone or
- classmethodmake_compound_path(*args)[source]#
Concatenate a list of
Path
s into a singlePath
, removing allSTOP
s.
- classmethodmake_compound_path_from_polys(XY)[source]#
Make a compound
Path
object to draw a number of polygons with equalnumbers of sides.- Parameters:
- XY(numpolys, numsides, 2) array
- propertysimplify_threshold#
The fraction of a pixel difference below which vertices willbe simplified out.
- to_polygons(transform=None,width=0,height=0,closed_only=True)[source]#
Convert this path to a list of polygons or polylines. Eachpolygon/polyline is an (N, 2) array of vertices. In other words,each polygon has no
MOVETO
instructions or curves. Thisis useful for displaying in backends that do not supportcompound paths or Bézier curves.Ifwidth andheight are both non-zero then the lines willbe simplified so that vertices outside of (0, 0), (width,height) will be clipped.
The resulting polygons will be simplified if the
Path.should_simplify
attribute of the path isTrue
.Ifclosed_only is
True
(default), only closed polygons,with the last point being the same as the first point, will bereturned. Any unclosed polylines in the path will beexplicitly closed. Ifclosed_only isFalse
, any unclosedpolygons in the path will be returned as unclosed polygons,and the closed polygons will be returned explicitly closed bysetting the last point to the same as the first point.
- transformed(transform)[source]#
Return a transformed copy of the path.
See also
matplotlib.transforms.TransformedPath
A specialized path class that will cache the transformed result and automatically update when the transform changes.
- classmethodunit_circle()[source]#
Return the readonly
Path
of the unit circle.For most cases,
Path.circle()
will be what you want.
- classmethodunit_circle_righthalf()[source]#
Return a
Path
of the right half of a unit circle.See
Path.circle
for the reference on the approximation used.
- classmethodunit_rectangle()[source]#
Return a
Path
instance of the unit rectangle from (0, 0) to (1, 1).
- classmethodunit_regular_asterisk(numVertices)[source]#
Return a
Path
for a unit regular asterisk with the givennumVertices and radius of 1.0, centered at (0, 0).
- classmethodunit_regular_polygon(numVertices)[source]#
Return a
Path
instance for a unit regular polygon with thegivennumVertices such that the circumscribing circle has radius 1.0,centered at (0, 0).
- classmethodunit_regular_star(numVertices,innerCircle=0.5)[source]#
Return a
Path
for a unit regular star with the givennumVertices and radius of 1.0, centered at (0, 0).
- classmethodwedge(theta1,theta2,n=None)[source]#
Return a
Path
for the unit circle wedge from anglestheta1 totheta2 (in degrees).theta2 is unwrapped to produce the shortest wedge within 360 degrees.That is, iftheta2 >theta1 + 360, the wedge will be fromtheta1totheta2 - 360 and not a full circle plus some extra overlap.
Ifn is provided, it is the number of spline segments to make.Ifn is not provided, the number of spline segments isdetermined based on the delta betweentheta1 andtheta2.
See
Path.arc
for the reference on the approximation used.
- matplotlib.path.get_path_collection_extents(master_transform,paths,transforms,offsets,offset_transform)[source]#
Get bounding box of a
PathCollection
s internal objects.That is, given a sequence of
Path
s,Transform
s objects, and offsets, as foundin aPathCollection
, return the bounding box that encapsulates all of them.- Parameters:
- master_transform
Transform
Global transformation applied to all paths.
- pathslist of
Path
- transformslist of
Affine2DBase
If non-empty, this overridesmaster_transform.
- offsets(N, 2) array-like
- offset_transform
Affine2DBase
Transform applied to the offsets before offsetting the path.
- master_transform
Notes
The way thatpaths,transforms andoffsets are combined follows the samemethod as for collections: each is iterated over independently, so if you have 3paths (A, B, C), 2 transforms (α, β) and 1 offset (O), their combinations are asfollows:
(A, α, O)
(B, β, O)
(C, α, O)