apache/sedona
A cluster computing framework for processing large-scale geospatial data observed · 2026-10-20
Health v2 · maintenance only
88/100
- Activity 100
- Release rhythm 65
- Longevity 100
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.
- gap_med: 103.0
- age_days: 4197
- days_rel: 76
- days_push: 1
- n_releases_24m: 7
Adoption not part of the score
2422 stars · 794 forks observed · 2026-10-20
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
Apache Sedona is a cluster computing framework for processing large-scale geospatial data across Spark, Flink, and Snowflake. It provides Spatial SQL, spatial indexes, and APIs in Java, Scala, Python, and R.
Use cases
- run spatial SQL queries on massive datasets
- process large-scale geospatial data on a Spark cluster
- perform spatial joins and KNN queries at scale
- analyze GPS trajectory data with distributed computing
- build ETL pipelines for geospatial data
- query geospatial data with Spark SQL or Flink
When to choose
- you need distributed spatial analytics beyond what PostGIS or a single machine can handle
- you already run Spark or Flink and need spatial SQL support
- you want an Apache-licensed, actively maintained geospatial engine
When to avoid
- your geospatial data fits comfortably in PostGIS or a desktop GIS
- you need interactive visualization rather than batch/cluster processing
- you want a simple single-node GIS library like GeoPandas
Facets
framework · maturity active
geospatial data-science etl database search-engine big-data microservices jvm python cross-platform cloud spatial-sql spark flink cluster-computing spatial-index gis geospatial data-engineering docker
2 sources
- readme: https://github.com/apache/sedona · fetched 2026-10-20 · 12f87460c3ad
- homepage: https://sedona.apache.org/ · fetched 2026-08-29 · f334ee768e9a
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| apache/sedona | main | 88 |
For agents
Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem