shapely.MultiPoint#
- class MultiPoint(points=None)#
A collection of one or more Points.
A MultiPoint has zero area and zero length.
- Parameters:
- pointssequence
A sequence of Points, or a sequence of (x, y [,z]) numeric coordinate pairs or triples, or an array-like of shape (N, 2) or (N, 3).
Examples
Construct a MultiPoint containing two Points
>>> from shapely import Point >>> ob = MultiPoint([[0.0, 0.0], [1.0, 2.0]]) >>> len(ob.geoms) 2 >>> type(ob.geoms[0]) == Point True
- Attributes:
- geomssequence
A sequence of Points
- almost_equals(other, decimal=6)#
True if geometries are equal at all coordinates to a specified decimal place.
Deprecated since version 1.8.0: The ‘almost_equals()’ method is deprecated and will be removed in Shapely 2.1 because the name is confusing. The ‘equals_exact()’ method should be used instead.
Refers to approximate coordinate equality, which requires coordinates to be approximately equal and in the same order for all components of a geometry.
Because of this it is possible for “equals()” to be True for two geometries and “almost_equals()” to be False.
- Returns:
- bool
Examples
>>> LineString( ... [(0, 0), (2, 2)] ... ).equals_exact( ... LineString([(0, 0), (1, 1), (2, 2)]), ... 1e-6 ... ) False
- property area#
Unitless area of the geometry (float)
- property boundary#
Returns a lower dimension geometry that bounds the object
The boundary of a polygon is a line, the boundary of a line is a collection of points. The boundary of a point is an empty (null) collection.
- property bounds#
Returns minimum bounding region (minx, miny, maxx, maxy)
- buffer(distance, quad_segs=16, cap_style='round', join_style='round', mitre_limit=5.0, single_sided=False, **kwargs)#
Get a geometry that represents all points within a distance of this geometry.
A positive distance produces a dilation, a negative distance an erosion. A very small or zero distance may sometimes be used to “tidy” a polygon.
- Parameters:
- distancefloat
The distance to buffer around the object.
- resolutionint, optional
The resolution of the buffer around each vertex of the object.
- quad_segsint, optional
Sets the number of line segments used to approximate an angle fillet.
- cap_styleshapely.BufferCapStyle or {‘round’, ‘square’, ‘flat’}, default ‘round’
Specifies the shape of buffered line endings. BufferCapStyle.round (‘round’) results in circular line endings (see
quad_segs
). Both BufferCapStyle.square (‘square’) and BufferCapStyle.flat (‘flat’) result in rectangular line endings, only BufferCapStyle.flat (‘flat’) will end at the original vertex, while BufferCapStyle.square (‘square’) involves adding the buffer width.- join_styleshapely.BufferJoinStyle or {‘round’, ‘mitre’, ‘bevel’}, default ‘round’
Specifies the shape of buffered line midpoints. BufferJoinStyle.ROUND (‘round’) results in rounded shapes. BufferJoinStyle.bevel (‘bevel’) results in a beveled edge that touches the original vertex. BufferJoinStyle.mitre (‘mitre’) results in a single vertex that is beveled depending on the
mitre_limit
parameter.- mitre_limitfloat, optional
The mitre limit ratio is used for very sharp corners. The mitre ratio is the ratio of the distance from the corner to the end of the mitred offset corner. When two line segments meet at a sharp angle, a miter join will extend the original geometry. To prevent unreasonable geometry, the mitre limit allows controlling the maximum length of the join corner. Corners with a ratio which exceed the limit will be beveled.
- single_sidebool, optional
The side used is determined by the sign of the buffer distance:
a positive distance indicates the left-hand side a negative distance indicates the right-hand side
The single-sided buffer of point geometries is the same as the regular buffer. The End Cap Style for single-sided buffers is always ignored, and forced to the equivalent of CAP_FLAT.
- quadsegsint, optional
Deprecated alias for quad_segs.
- Returns:
- Geometry
Notes
The return value is a strictly two-dimensional geometry. All Z coordinates of the original geometry will be ignored.
Examples
>>> from shapely.wkt import loads >>> g = loads('POINT (0.0 0.0)')
16-gon approx of a unit radius circle:
>>> g.buffer(1.0).area 3.1365484905459...
128-gon approximation:
>>> g.buffer(1.0, 128).area 3.141513801144...
triangle approximation:
>>> g.buffer(1.0, 3).area 3.0 >>> list(g.buffer(1.0, cap_style=BufferCapStyle.square).exterior.coords) [(1.0, 1.0), (1.0, -1.0), (-1.0, -1.0), (-1.0, 1.0), (1.0, 1.0)] >>> g.buffer(1.0, cap_style=BufferCapStyle.square).area 4.0
- property centroid#
Returns the geometric center of the object
- contains(other)#
Returns True if the geometry contains the other, else False
- contains_properly(other)#
Returns True if the geometry completely contains the other, with no common boundary points, else False
Refer to shapely.contains_properly for full documentation.
- property convex_hull#
Imagine an elastic band stretched around the geometry: that’s a convex hull, more or less
The convex hull of a three member multipoint, for example, is a triangular polygon.
- property coords#
Access to geometry’s coordinates (CoordinateSequence)
- covered_by(other)#
Returns True if the geometry is covered by the other, else False
- covers(other)#
Returns True if the geometry covers the other, else False
- crosses(other)#
Returns True if the geometries cross, else False
- difference(other, grid_size=None)#
Returns the difference of the geometries.
Refer to shapely.difference for full documentation.
- disjoint(other)#
Returns True if geometries are disjoint, else False
- distance(other)#
Unitless distance to other geometry (float)
- dwithin(other, distance)#
Returns True if geometry is within a given distance from the other, else False.
Refer to shapely.dwithin for full documentation.
- property envelope#
A figure that envelopes the geometry
- equals(other)#
Returns True if geometries are equal, else False.
This method considers point-set equality (or topological equality), and is equivalent to (self.within(other) & self.contains(other)).
- Returns:
- bool
Examples
>>> LineString( ... [(0, 0), (2, 2)] ... ).equals( ... LineString([(0, 0), (1, 1), (2, 2)]) ... ) True
- equals_exact(other, tolerance)#
True if geometries are equal to within a specified tolerance.
- Parameters:
- otherBaseGeometry
The other geometry object in this comparison.
- tolerancefloat
Absolute tolerance in the same units as coordinates.
- This method considers coordinate equality, which requires
- coordinates to be equal and in the same order for all components
- of a geometry.
- Because of this it is possible for “equals()” to be True for two
- geometries and “equals_exact()” to be False.
- Returns:
- bool
Examples
>>> LineString( ... [(0, 0), (2, 2)] ... ).equals_exact( ... LineString([(0, 0), (1, 1), (2, 2)]), ... 1e-6 ... ) False
- property geom_type#
Name of the geometry’s type, such as ‘Point’
- property has_z#
True if the geometry’s coordinate sequence(s) have z values (are 3-dimensional)
- hausdorff_distance(other)#
Unitless hausdorff distance to other geometry (float)
- interpolate(distance, normalized=False)#
Return a point at the specified distance along a linear geometry
Negative length values are taken as measured in the reverse direction from the end of the geometry. Out-of-range index values are handled by clamping them to the valid range of values. If the normalized arg is True, the distance will be interpreted as a fraction of the geometry’s length.
Alias of line_interpolate_point.
- intersection(other, grid_size=None)#
Returns the intersection of the geometries.
Refer to shapely.intersection for full documentation.
- intersects(other)#
Returns True if geometries intersect, else False
- property is_closed#
True if the geometry is closed, else False
Applicable only to 1-D geometries.
- property is_empty#
True if the set of points in this geometry is empty, else False
- property is_ring#
True if the geometry is a closed ring, else False
- property is_simple#
True if the geometry is simple, meaning that any self-intersections are only at boundary points, else False
- property is_valid#
True if the geometry is valid (definition depends on sub-class), else False
- property length#
Unitless length of the geometry (float)
- line_interpolate_point(distance, normalized=False)#
Return a point at the specified distance along a linear geometry
Negative length values are taken as measured in the reverse direction from the end of the geometry. Out-of-range index values are handled by clamping them to the valid range of values. If the normalized arg is True, the distance will be interpreted as a fraction of the geometry’s length.
Alias of interpolate.
- line_locate_point(other, normalized=False)#
Returns the distance along this geometry to a point nearest the specified point
If the normalized arg is True, return the distance normalized to the length of the linear geometry.
Alias of project.
- property minimum_clearance#
Unitless distance by which a node could be moved to produce an invalid geometry (float)
- property minimum_rotated_rectangle#
Returns the oriented envelope (minimum rotated rectangle) that encloses the geometry.
Unlike envelope this rectangle is not constrained to be parallel to the coordinate axes. If the convex hull of the object is a degenerate (line or point) this degenerate is returned.
Alias of oriented_envelope.
- normalize()#
Converts geometry to normal form (or canonical form).
This method orders the coordinates, rings of a polygon and parts of multi geometries consistently. Typically useful for testing purposes (for example in combination with equals_exact).
Examples
>>> from shapely import MultiLineString >>> line = MultiLineString([[(0, 0), (1, 1)], [(3, 3), (2, 2)]]) >>> line.normalize() <MULTILINESTRING ((2 2, 3 3), (0 0, 1 1))>
- property oriented_envelope#
Returns the oriented envelope (minimum rotated rectangle) that encloses the geometry.
Unlike envelope this rectangle is not constrained to be parallel to the coordinate axes. If the convex hull of the object is a degenerate (line or point) this degenerate is returned.
Alias of minimum_rotated_rectangle.
- overlaps(other)#
Returns True if geometries overlap, else False
- point_on_surface()#
Returns a point guaranteed to be within the object, cheaply.
Alias of representative_point.
- project(other, normalized=False)#
Returns the distance along this geometry to a point nearest the specified point
If the normalized arg is True, return the distance normalized to the length of the linear geometry.
Alias of line_locate_point.
- relate(other)#
Returns the DE-9IM intersection matrix for the two geometries (string)
- relate_pattern(other, pattern)#
Returns True if the DE-9IM string code for the relationship between the geometries satisfies the pattern, else False
- representative_point()#
Returns a point guaranteed to be within the object, cheaply.
Alias of point_on_surface.
- reverse()#
Returns a copy of this geometry with the order of coordinates reversed.
If the geometry is a polygon with interior rings, the interior rings are also reversed.
Points are unchanged.
See also
is_ccw
Checks if a geometry is clockwise.
Examples
>>> from shapely import LineString, Polygon >>> LineString([(0, 0), (1, 2)]).reverse() <LINESTRING (1 2, 0 0)> >>> Polygon([(0, 0), (1, 0), (1, 1), (0, 1), (0, 0)]).reverse() <POLYGON ((0 0, 0 1, 1 1, 1 0, 0 0))>
- segmentize(max_segment_length)#
Adds vertices to line segments based on maximum segment length.
Additional vertices will be added to every line segment in an input geometry so that segments are no longer than the provided maximum segment length. New vertices will evenly subdivide each segment.
Only linear components of input geometries are densified; other geometries are returned unmodified.
- Parameters:
- max_segment_lengthfloat or array_like
Additional vertices will be added so that all line segments are no longer this value. Must be greater than 0.
Examples
>>> from shapely import LineString, Polygon >>> LineString([(0, 0), (0, 10)]).segmentize(max_segment_length=5) <LINESTRING (0 0, 0 5, 0 10)> >>> Polygon([(0, 0), (10, 0), (10, 10), (0, 10), (0, 0)]).segmentize(max_segment_length=5) <POLYGON ((0 0, 5 0, 10 0, 10 5, 10 10, 5 10, 0 10, 0 5, 0 0))>
- simplify(tolerance, preserve_topology=True)#
Returns a simplified geometry produced by the Douglas-Peucker algorithm
Coordinates of the simplified geometry will be no more than the tolerance distance from the original. Unless the topology preserving option is used, the algorithm may produce self-intersecting or otherwise invalid geometries.
- svg(scale_factor=1.0, fill_color=None, opacity=None)#
Returns a group of SVG circle elements for the MultiPoint geometry.
- Parameters:
- scale_factorfloat
Multiplication factor for the SVG circle diameters. Default is 1.
- fill_colorstr, optional
Hex string for fill color. Default is to use “#66cc99” if geometry is valid, and “#ff3333” if invalid.
- opacityfloat
Float number between 0 and 1 for color opacity. Default value is 0.6
- symmetric_difference(other, grid_size=None)#
Returns the symmetric difference of the geometries.
Refer to shapely.symmetric_difference for full documentation.
- touches(other)#
Returns True if geometries touch, else False
- union(other, grid_size=None)#
Returns the union of the geometries.
Refer to shapely.union for full documentation.
- within(other)#
Returns True if geometry is within the other, else False
- property wkb#
WKB representation of the geometry
- property wkb_hex#
WKB hex representation of the geometry
- property wkt#
WKT representation of the geometry
- property xy#
Separate arrays of X and Y coordinate values