scverse / scverse/spatialdata

Performance improvement of query and aggregate with cuspatial

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method: aggregation 🔢 method: query performance 🚀
Dominant language
Python
Stars
394
Forks
95
Avg merge
4d 3h
Merged PRs (30d)
7

Description

Explore performance improvements in query and aggregate operations with cuspatial

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by locating the query and aggregate operations and reviewing cuspatial's capabilities. Profile the current operations, compare feasible cuspatial approaches, and define completion by demonstrating a measurable performance improvement.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
data, performance
Issue type
Refactor
Difficulty
5/5
Estimated time
Over a week
Activity status
Quiet
Clarity
Needs clarification
Newbie friendliness
35/100

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