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Apache Sedona

Apache Sedona is an open-source cluster computation engine for processing large-scale geospatial data.

Try Apache Sedona On Wherobots Cloud
2,000,000 Downloads per month
38,000,000 Number of downloads
1,844 Stars on github
200% Year over year growth

The Open Source Solution for High-Performance Geospatial ETL & Analytics

Apache Sedona extends distributed compute frameworks to add support for spatial data types, spatial indexing, and efficient spatial query processing using Spatial SQL.

With almost 300 vector and raster Spatial SQL functions and support for multiple distributed compute engines including Apache Spark, Apache Flink, and Snowflake, Apache Sedona brings the most comprehensive support of Spatial SQL to parallel and scalable data processing environments.

Apache Sedona Architecture

Get started

The easiest way to get started is by using the official Apache Sedona Docker image

docker run apache/sedona:latest

Apache Sedona can be run in many different cloud platforms including:

learn more

Leverage resources to learn more about using Apache Sedona to solve your large-scale spatial data problems.

Each month we host the Apache Sedona community office hour as a way to connect the Apache Sedona community and cover the latest project updates, a focus topic presentation, time for open discussion and Q&A, and information on the roadmap and future plans. This month we cover: * Sedona 1.6.1 release * KNN Join * Native file readers and writers * Sedona 1.7.0 release timeline Register here to join the next Apache Sedona community office hour live: https://wherobots.zoom.us/webinar/register/WN_SS3VUun1RFS1hgu6sSRQlQ#/registration
YouTube Video UExmSmtjMXBQUjlMR2NYR2pkSFRpdG5CZUQtSFdtSnFLcS41MjE1MkI0OTQ2QzJGNzNG

Apache Sedona Community Office Hours – September 2024

Each month we host the Apache Sedona community office hour as a way to connect the Apache Sedona community and cover the latest project updates, a focus topic presentation, time for open discussion and Q&A, and information on the roadmap and future plans. This month we covered: * The timeline for the next release 1.6.1 * GeoParquet 1.1, including attribute support * New ST functions Register here to join the next Apache Sedona community office hour live: https://wherobots.zoom.us/webinar/register/WN_SS3VUun1RFS1hgu6sSRQlQ#/registration
YouTube Video UExmSmtjMXBQUjlMR2NYR2pkSFRpdG5CZUQtSFdtSnFLcS4wMTcyMDhGQUE4NTIzM0Y5

Apache Sedona Community Office Hour – August 2024

Each month we host the Apache Sedona community office hour as a way to connect the Apache Sedona community and cover the latest project updates, a focus topic presentation, time for open discussion and Q&A, and information on the roadmap and future plans. This month we covered: * Getting started with the Apache Sedona Docker image * An overview of the Apache Sedona 1.6.0 release * Upcoming features in the the 1.6.1 release * A call for help with Sedona documentation To join us live next time please register here: https://wherobots.zoom.us/webinar/register/WN_SS3VUun1RFS1hgu6sSRQlQ
YouTube Video UExmSmtjMXBQUjlMR2NYR2pkSFRpdG5CZUQtSFdtSnFLcS4yODlGNEE0NkRGMEEzMEQy

Apache Sedona Community Office Hour – June 2024

Each month we host the community office hour as a way to connect the Apache Sedona community and cover the latest project updates, a focus topic presentation, time for open discussion and Q&A, and information on the roadmap and future plans. It’s an excellent opportunity for the community to engage and contribute to Apache Sedona’s development. This time we'll be covering: * What's new in Apache Sedona 1.5.2 * What's new in Apache Sedona 1.6.0 * Apache SIS integration * Creating Sedona User Defined Functions (UDFs) with Shapely, Rasterio, and NumPy
YouTube Video UExmSmtjMXBQUjlMR2NYR2pkSFRpdG5CZUQtSFdtSnFLcS41NkI0NEY2RDEwNTU3Q0M2

Apache Sedona Office Hours – May 2024

Connect with Apache Sedona across platforms and networks.

Github

The Apache Sedona GitHub repository is the home of Sedona’s open-source code

visit our github
Follow Apache Sedona On X

Keep up to date with important announcements and links to new technical content

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Connect On LinkedIn

Find new events and announcements from the community on LinkedIn

follow us on LINKEDIN
Apache Sedona YouTube Videos

Watch tutorials, livestreams, webinar recordings, and more on YouTube

VISIT OUR YOUTUBE
dockerhub

The official Apache Sedona Docker image is the easiest way to get started with Apache Sedona

VISIT OUR DOCKERHUB

Review the latest on Apache Sedona across docs, blogs, and release notes.

Apache Sedona Documentation

Find tutorials and reference docs in the official Apache Sedona documentation

Check sedona Documentation
Apache Sedona On The Wherobots Blog

Many of the posts on the Wherobots blog are technical examples using Apache Sedona

Check our Blog
release notes

Keep up to date with new features in each release in Apache Sedona’s release notes

Check our Release notes

Get Involved

Join the Apache Sedona community and be a part of the modern geospatial analytics ecosystem. There are many ways to be involved.

Wherobots Cloud is a fully managed cloud platform that enables developers and data scientists to efficiently manage their spatial analytics and AI pipelines in the cloud. The core of Wherobots Cloud is powered by SedonaDB, a scalable geospatial analytics database engine. SedonaDB is built on a distributed compute architecture which enables scalable computation of massive datasets without sacrificing speed. With an architecture that separates the compute layer from the storage layer SedonaDB is truly cloud-native. SedonaDB is built upon the open-source Apache Sedona project that provides the foundation for scalable geospatial analytics. By leveraging SedonaDB in Wherobots Cloud developers and data scientists can take advantage of optimized query processing, a data lakehouse architecture built on Havasu - an Apache Iceberg-compatible spatial table format- with a self-service fully-managed cloud environment. Resources: * Create a free Wherobots Cloud account: https://www.wherobots.services * Join the Wherobots Online Community: https://community.wherobots.com/ * Wherobots Cloud Documentation: https://docs.wherobots.services * Wherobots Blog: https://wherobots.com/blogs/ * Learn more about Wherobots: https://wherobots.com/
YouTube Video UExmSmtjMXBQUjlMRkY1ci1FZ0xQS3VyVzcwZERYbzRKeS41NkI0NEY2RDEwNTU3Q0M2

Overview Of The Wherobots Cloud Platform

The Wherobots Notebook Environment is the main development interface for developers and data scientists working with SedonaDB & Wherobots Cloud based on Jupyter. In this video we take a look at configuring and starting a Wherobots Notebook runtime as well as some of the example notebooks available by default, and how to use version control in our notebook environment. Resources * Create a free Wherobots Cloud account: https://wherobots.com/wherobots-cloud/ * Wherobots Community Site: https://community.wherobots.com/
YouTube Video UExmSmtjMXBQUjlMRkY1ci1FZ0xQS3VyVzcwZERYbzRKeS4yODlGNEE0NkRGMEEzMEQy

Introduction To The Wherobots Notebook Environment

This video covers loading files of various formats (CSV, GeoJSON, Shapefile, GeoTIFF) in Wherobots Cloud, working with AWS S3 cloud object storage, and writing the results of geospatial analysis as GeoParquet using Apache Sedona. Create a free Wherobots Cloud account to get started with large-scale geospatial analytics with Apache Sedona: https://www.wherobots.services/ Chapters 0:00 Loading A CSV File From a Public S3 Bucket 2:05 Uploading a GeoJSON File Using The Wherobots Cloud File Browser 4:44 Uploading Files To Wherobots Cloud Using The AWS CLI 8:50 Working With Raster Data - Loading GeoTiff Raster Files 10:06 Writing Files With Wherobots Cloud
YouTube Video UExmSmtjMXBQUjlMRkY1ci1FZ0xQS3VyVzcwZERYbzRKeS4wMTcyMDhGQUE4NTIzM0Y5

Working With Files In Wherobots Cloud

Join Our Discord Server

Connect with Apache Sedona Community members in real time to ask questions and share your

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Join Our Community Forum

Find answers to your questions and share your projects with the Apache Sedona Community

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PARTICIPATE IN THE COMMUNITY OFFICE HOURS

Each month the Apache Sedona community hosts an office hour to share important updates, answer questions, and connect with the community

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Apache Sedona Issue Tracker

Found a bug? Create an issue in the Apache Sedona JIRA site

CREATE ISSUE ON JIRA
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