GeoDataFrame.hausdorff_distance

Returns a Series containing the Hausdorff distance to aligned other. The Hausdorff distance is the largest distance consisting of any point in self with the nearest point in other. The operation works on a 1-to-1 row-wise manner.

Signature

hausdorff_distance(other, align=None, densify=None)

Parameters

GeoSeries or geometric object

required

The GeoSeries (elementwise) or geometric object to find the distance to.

bool | None (default None)

default:"None"

If True, automatically aligns GeoSeries based on their indices. None defaults to True. If False, the order of elements is preserved.

float

default:"None"

The fraction by which to densify each segment. Each segment will be split into a number of equal-length subsegments whose fraction of the segment length is closest to the given fraction.

Returns

Series(float)

See also

GeoSeries.frechet_distance

Examples

>>> from sedona.spark.geopandas import GeoSeries
>>> from shapely.geometry import LineString
>>> s1 = GeoSeries(
...     [
...         LineString([(0, 0), (1, 0), (2, 0)]),
...         LineString([(0, 0), (1, 1)]),
...     ]
... )
>>> s2 = GeoSeries(
...     [
...         LineString([(0, 1), (1, 2), (2, 1)]),
...         LineString([(1, 0), (2, 1)]),
...     ]
... )

>>> s1.hausdorff_distance(s2)
0    2.0
1    1.0
dtype: float64

​Signature

​Parameters

​Returns

​Examples

Signature

Parameters

Returns

Examples