公开(公告)号：US20240152338A1

公开(公告)日：2024-05-09

申请号：US18501839

申请日：2023-11-03

Applicant: Databricks, Inc.

Inventor： Desmond Cheong Zhi Xi ,  Menelaos Karavelas

IPC: G06F8/41

CPC classification number: G06F8/452

Abstract: A data processing service generates for iteratively applying a geospatial function to geospatial data. The generated code includes at least a first iterative loop and a second iterative loop. The data processing service compiles the generated code to generate compiled code that vectorized at least the second iterative loop. The data processing service receives a request from a client device to perform one or more data processing operations including applying the geospatial function to a data table of geospatial cell indices. The data processing service compiles the request into one or more tasks including at least a vectorized operation based on the compiled code and executes the one or more tasks by at least invoking the vectorized operation on the set of worker nodes.