pyinterp.core.RTree3DFloat64.query

RTree3DFloat64.query(self: pyinterp.core.RTree3DFloat64, coordinates: numpy.ndarray[numpy.float64], k: int = 4, within: bool = False, num_threads: int = 0) tuple

Search for the nearest K nearest neighbors of a given point.

Parameters
  • coordinates (numpy.ndarray) – a matrix (n, 3) where n is the number of observations and 3 is the number of coordinates in order: longitude and latitude in degrees and altitude in meters. If the shape of the matrix is (n, 2) then the method considers the altitude constant and equal to zero.

  • k (int, optional) – The number of nearest neighbors to be used for calculating the interpolated value. Defaults to 4.

  • within (bool, optional) – If true, the method ensures that the neighbors found are located within the point of interest. Defaults to false.

  • num_threads (int, optional) – The number of threads to use for the computation. If 0 all CPUs are used. If 1 is given, no parallel computing code is used at all, which is useful for debugging. Defaults to 0.

Returns

A tuple containing a matrix describing for each provided position, the distance, in meters, between the provided position and the found neighbors and a matrix containing the value of the different neighbors found for all provided positions.

Return type

tuple