From dc221eb63d5a04f6ce7afb5d9605dad6b5dee31f Mon Sep 17 00:00:00 2001 From: jonhealy1 Date: Fri, 23 May 2025 11:10:49 +0800 Subject: [PATCH 01/13] add intro --- README.md | 14 ++++++++++++-- 1 file changed, 12 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index a5cf0ccd3..96020478d 100644 --- a/README.md +++ b/README.md @@ -7,7 +7,18 @@

-

Elasticsearch and Opensearch backends for the stac-fastapi project.

+ +## What is STAC-FastAPI-Elasticsearch-OpenSearch? + +STAC-FastAPI-Elasticsearch-OpenSearch provides a high-performance, scalable API implementation for serving SpatioTemporal Asset Catalog (STAC) data - an enhanced GeoJSON format designed specifically for geospatial assets like satellite imagery, aerial photography, and other Earth observation data. This project enables organizations to: + +- **Efficiently catalog and search geospatial data** such as satellite imagery, aerial photography, DEMs, and other geospatial assets using Elasticsearch or OpenSearch as the database backend +- **Implement standardized STAC APIs** that support complex spatial, temporal, and property-based queries across large collections of geospatial data +- **Scale to millions of geospatial assets** with fast search performance through optimized spatial indexing and query capabilities +- **Support OGC-compliant filtering** including spatial operations (intersects, contains, etc.) and temporal queries +- **Perform geospatial aggregations** to analyze data distribution across space and time + +This implementation builds on the STAC-FastAPI framework, providing a production-ready solution specifically optimized for Elasticsearch and OpenSearch databases. It's ideal for organizations managing large geospatial data catalogs who need efficient discovery and access capabilities through standardized APIs. [![Downloads](https://static.pepy.tech/badge/stac-fastapi-core?color=blue)](https://pepy.tech/project/stac-fastapi-core) [![GitHub contributors](https://img.shields.io/github/contributors/stac-utils/stac-fastapi-elasticsearch-opensearch?color=blue)](https://github.com/stac-utils/stac-fastapi-elasticsearch-opensearch/graphs/contributors) @@ -18,7 +29,6 @@ [![stac-fastapi](https://img.shields.io/badge/stac--fastapi-5.2.0-blue.svg)](https://github.com/stac-utils/stac-fastapi) -
## Sponsors & Supporters From 47619f1de2bda4cb7f0331ffa981021ac0871fb3 Mon Sep 17 00:00:00 2001 From: jonhealy1 Date: Fri, 23 May 2025 11:14:25 +0800 Subject: [PATCH 02/13] styling --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 96020478d..01ef5e476 100644 --- a/README.md +++ b/README.md @@ -8,9 +8,9 @@

-## What is STAC-FastAPI-Elasticsearch-OpenSearch? +## What is stac-fastapi-elasticsearch-opensearch? -STAC-FastAPI-Elasticsearch-OpenSearch provides a high-performance, scalable API implementation for serving SpatioTemporal Asset Catalog (STAC) data - an enhanced GeoJSON format designed specifically for geospatial assets like satellite imagery, aerial photography, and other Earth observation data. This project enables organizations to: +Stac-fastapi-elasticsearch-opensearch provides a high-performance, scalable API implementation for serving SpatioTemporal Asset Catalog (STAC) data - an enhanced GeoJSON format designed specifically for geospatial assets like satellite imagery, aerial photography, and other Earth observation data. This project enables organizations to: - **Efficiently catalog and search geospatial data** such as satellite imagery, aerial photography, DEMs, and other geospatial assets using Elasticsearch or OpenSearch as the database backend - **Implement standardized STAC APIs** that support complex spatial, temporal, and property-based queries across large collections of geospatial data From 1f77681fb292f61d67ead73b238ce01d95fbc593 Mon Sep 17 00:00:00 2001 From: jonhealy1 Date: Fri, 23 May 2025 12:05:10 +0800 Subject: [PATCH 03/13] use https for asset links --- README.md | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index 01ef5e476..cd1662c11 100644 --- a/README.md +++ b/README.md @@ -5,7 +5,7 @@

- +

## What is stac-fastapi-elasticsearch-opensearch? @@ -45,11 +45,11 @@ The following organizations have contributed time and/or funding to support the This project is built on the following technologies: STAC, stac-fastapi, FastAPI, Elasticsearch, Python, OpenSearch

- STAC - Python - FastAPI - Elasticsearch - OpenSearch + STAC + Python + FastAPI + Elasticsearch + OpenSearch

## Table of Contents From 117c252dec3bc0b9deb529eda048cbb78c7dcd45 Mon Sep 17 00:00:00 2001 From: jonhealy1 Date: Fri, 23 May 2025 12:07:45 +0800 Subject: [PATCH 04/13] update changelog --- CHANGELOG.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/CHANGELOG.md b/CHANGELOG.md index b4847865a..ea4b59937 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -9,6 +9,8 @@ and this project adheres to [Semantic Versioning](http://semver.org/spec/v2.0.0. ### Added +- Added introduction section - What is stac-fastapi-elasticsearch-opensearch? - to README [#384](https://github.com/stac-utils/stac-fastapi-elasticsearch-opensearch/pull/384) + ### Changed - Improved README documentation with consistent formatting and enhanced sections [#381](https://github.com/stac-utils/stac-fastapi-elasticsearch-opensearch/pull/381): From 25b8bdf369c89682db788b5142fa6b5f879fa765 Mon Sep 17 00:00:00 2001 From: jonhealy1 Date: Fri, 23 May 2025 15:18:32 +0800 Subject: [PATCH 05/13] add navbar, deployment options --- README.md | 35 +++++++++++++++++++++++------------ 1 file changed, 23 insertions(+), 12 deletions(-) diff --git a/README.md b/README.md index cd1662c11..afe2467de 100644 --- a/README.md +++ b/README.md @@ -8,17 +8,6 @@

-## What is stac-fastapi-elasticsearch-opensearch? - -Stac-fastapi-elasticsearch-opensearch provides a high-performance, scalable API implementation for serving SpatioTemporal Asset Catalog (STAC) data - an enhanced GeoJSON format designed specifically for geospatial assets like satellite imagery, aerial photography, and other Earth observation data. This project enables organizations to: - -- **Efficiently catalog and search geospatial data** such as satellite imagery, aerial photography, DEMs, and other geospatial assets using Elasticsearch or OpenSearch as the database backend -- **Implement standardized STAC APIs** that support complex spatial, temporal, and property-based queries across large collections of geospatial data -- **Scale to millions of geospatial assets** with fast search performance through optimized spatial indexing and query capabilities -- **Support OGC-compliant filtering** including spatial operations (intersects, contains, etc.) and temporal queries -- **Perform geospatial aggregations** to analyze data distribution across space and time - -This implementation builds on the STAC-FastAPI framework, providing a production-ready solution specifically optimized for Elasticsearch and OpenSearch databases. It's ideal for organizations managing large geospatial data catalogs who need efficient discovery and access capabilities through standardized APIs. [![Downloads](https://static.pepy.tech/badge/stac-fastapi-core?color=blue)](https://pepy.tech/project/stac-fastapi-core) [![GitHub contributors](https://img.shields.io/github/contributors/stac-utils/stac-fastapi-elasticsearch-opensearch?color=blue)](https://github.com/stac-utils/stac-fastapi-elasticsearch-opensearch/graphs/contributors) @@ -28,8 +17,19 @@ This implementation builds on the STAC-FastAPI framework, providing a production [![STAC](https://img.shields.io/badge/STAC-1.1.0-blue.svg)](https://github.com/radiantearth/stac-spec/tree/v1.1.0) [![stac-fastapi](https://img.shields.io/badge/stac--fastapi-5.2.0-blue.svg)](https://github.com/stac-utils/stac-fastapi) - +**Jump to:** [Project Overview](#project-overview) | [Sponsors & Supporters](#sponsors--supporters) | [Common Deployment Patterns](#common-deployment-patterns) | [Technologies](#technologies) | [Documentation & Resources](#documentation--resources) | [Quick Start](#quick-start) | [Full Table of Contents](#table-of-contents) + +## Project Overview +Stac-fastapi-elasticsearch-opensearch provides a high-performance, scalable API implementation for serving SpatioTemporal Asset Catalog (STAC) data - an enhanced GeoJSON format designed specifically for geospatial assets like satellite imagery, aerial photography, and other Earth observation data. This project enables organizations to: + +- **Efficiently catalog and search geospatial data** such as satellite imagery, aerial photography, DEMs, and other geospatial assets using Elasticsearch or OpenSearch as the database backend +- **Implement standardized STAC APIs** that support complex spatial, temporal, and property-based queries across large collections of geospatial data +- **Scale to millions of geospatial assets** with fast search performance through optimized spatial indexing and query capabilities +- **Support OGC-compliant filtering** including spatial operations (intersects, contains, etc.) and temporal queries +- **Perform geospatial aggregations** to analyze data distribution across space and time + +This implementation builds on the STAC-FastAPI framework, providing a production-ready solution specifically optimized for Elasticsearch and OpenSearch databases. It's ideal for organizations managing large geospatial data catalogs who need efficient discovery and access capabilities through standardized APIs. ## Sponsors & Supporters @@ -40,6 +40,17 @@ The following organizations have contributed time and/or funding to support the Atomic Maps

+## Common Deployment Patterns + +stac-fastapi-elasticsearch-opensearch can be deployed in several ways depending on your needs: + +- **Containerized Application**: Run as a Docker container with connections to Elasticsearch/OpenSearch databases +- **Serverless Function**: Deploy as AWS Lambda or similar serverless function with API Gateway +- **Traditional Server**: Run on virtual machines or bare metal servers in your infrastructure +- **Kubernetes**: Deploy as part of a larger microservices architecture with container orchestration + +The implementation is flexible and can scale from small local deployments to large production environments serving millions of geospatial assets. + ## Technologies This project is built on the following technologies: STAC, stac-fastapi, FastAPI, Elasticsearch, Python, OpenSearch From 3cef3462c50d1ef12f025e81a20bb3c83638acd3 Mon Sep 17 00:00:00 2001 From: jonhealy1 Date: Fri, 23 May 2025 15:21:00 +0800 Subject: [PATCH 06/13] reduce navbar titles --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index afe2467de..f28cd797e 100644 --- a/README.md +++ b/README.md @@ -17,7 +17,7 @@ [![STAC](https://img.shields.io/badge/STAC-1.1.0-blue.svg)](https://github.com/radiantearth/stac-spec/tree/v1.1.0) [![stac-fastapi](https://img.shields.io/badge/stac--fastapi-5.2.0-blue.svg)](https://github.com/stac-utils/stac-fastapi) -**Jump to:** [Project Overview](#project-overview) | [Sponsors & Supporters](#sponsors--supporters) | [Common Deployment Patterns](#common-deployment-patterns) | [Technologies](#technologies) | [Documentation & Resources](#documentation--resources) | [Quick Start](#quick-start) | [Full Table of Contents](#table-of-contents) +**Jump to:** [Common Deployment Patterns](#common-deployment-patterns) | [Documentation & Resources](#documentation--resources) | [Quick Start](#quick-start) | [Full Table of Contents](#table-of-contents) ## Project Overview From 9c2f60eff08e16c7007d25457d6dc748cf6d8f2c Mon Sep 17 00:00:00 2001 From: jonhealy1 Date: Fri, 23 May 2025 15:26:24 +0800 Subject: [PATCH 07/13] move navbar --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index f28cd797e..645655cc3 100644 --- a/README.md +++ b/README.md @@ -8,6 +8,7 @@

+**Jump to:** [Common Deployment Patterns](#common-deployment-patterns) | [Documentation & Resources](#documentation--resources) | [Quick Start](#quick-start) | [Full Table of Contents](#table-of-contents) [![Downloads](https://static.pepy.tech/badge/stac-fastapi-core?color=blue)](https://pepy.tech/project/stac-fastapi-core) [![GitHub contributors](https://img.shields.io/github/contributors/stac-utils/stac-fastapi-elasticsearch-opensearch?color=blue)](https://github.com/stac-utils/stac-fastapi-elasticsearch-opensearch/graphs/contributors) @@ -17,7 +18,6 @@ [![STAC](https://img.shields.io/badge/STAC-1.1.0-blue.svg)](https://github.com/radiantearth/stac-spec/tree/v1.1.0) [![stac-fastapi](https://img.shields.io/badge/stac--fastapi-5.2.0-blue.svg)](https://github.com/stac-utils/stac-fastapi) -**Jump to:** [Common Deployment Patterns](#common-deployment-patterns) | [Documentation & Resources](#documentation--resources) | [Quick Start](#quick-start) | [Full Table of Contents](#table-of-contents) ## Project Overview From 683911d7138393a8ef3a2b5dec00220499225139 Mon Sep 17 00:00:00 2001 From: jonhealy1 Date: Fri, 23 May 2025 15:36:42 +0800 Subject: [PATCH 08/13] remove more nav links --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 645655cc3..b8f3b6da1 100644 --- a/README.md +++ b/README.md @@ -8,7 +8,7 @@

-**Jump to:** [Common Deployment Patterns](#common-deployment-patterns) | [Documentation & Resources](#documentation--resources) | [Quick Start](#quick-start) | [Full Table of Contents](#table-of-contents) +**Jump to:** [Quick Start](#quick-start) | [Table of Contents](#table-of-contents) [![Downloads](https://static.pepy.tech/badge/stac-fastapi-core?color=blue)](https://pepy.tech/project/stac-fastapi-core) [![GitHub contributors](https://img.shields.io/github/contributors/stac-utils/stac-fastapi-elasticsearch-opensearch?color=blue)](https://github.com/stac-utils/stac-fastapi-elasticsearch-opensearch/graphs/contributors) From 35bf398fe8a9e995652d874bf40a1188dc19fedf Mon Sep 17 00:00:00 2001 From: jonhealy1 Date: Fri, 23 May 2025 15:54:40 +0800 Subject: [PATCH 09/13] move supporters --- README.md | 17 +++++++++-------- 1 file changed, 9 insertions(+), 8 deletions(-) diff --git a/README.md b/README.md index b8f3b6da1..428f757cc 100644 --- a/README.md +++ b/README.md @@ -8,7 +8,7 @@

-**Jump to:** [Quick Start](#quick-start) | [Table of Contents](#table-of-contents) +**Jump to:** [Project Overview](#project-overview) | [Quick Start](#quick-start) | [Table of Contents](#table-of-contents) [![Downloads](https://static.pepy.tech/badge/stac-fastapi-core?color=blue)](https://pepy.tech/project/stac-fastapi-core) [![GitHub contributors](https://img.shields.io/github/contributors/stac-utils/stac-fastapi-elasticsearch-opensearch?color=blue)](https://github.com/stac-utils/stac-fastapi-elasticsearch-opensearch/graphs/contributors) @@ -18,6 +18,14 @@ [![STAC](https://img.shields.io/badge/STAC-1.1.0-blue.svg)](https://github.com/radiantearth/stac-spec/tree/v1.1.0) [![stac-fastapi](https://img.shields.io/badge/stac--fastapi-5.2.0-blue.svg)](https://github.com/stac-utils/stac-fastapi) +## Sponsors & Supporters + +The following organizations have contributed time and/or funding to support the development of this project: + +

+ Healy Hyperspatial + Atomic Maps +

## Project Overview @@ -31,14 +39,7 @@ Stac-fastapi-elasticsearch-opensearch provides a high-performance, scalable API This implementation builds on the STAC-FastAPI framework, providing a production-ready solution specifically optimized for Elasticsearch and OpenSearch databases. It's ideal for organizations managing large geospatial data catalogs who need efficient discovery and access capabilities through standardized APIs. -## Sponsors & Supporters - -The following organizations have contributed time and/or funding to support the development of this project: -

- Healy Hyperspatial - Atomic Maps -

## Common Deployment Patterns From a54afa6cec2b43a517dbf3e563cba0d1e922a916 Mon Sep 17 00:00:00 2001 From: jonhealy1 Date: Fri, 23 May 2025 15:56:13 +0800 Subject: [PATCH 10/13] supporter logos slightly smaller --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 428f757cc..5acdac57d 100644 --- a/README.md +++ b/README.md @@ -23,8 +23,8 @@ The following organizations have contributed time and/or funding to support the development of this project:

- Healy Hyperspatial - Atomic Maps + Healy Hyperspatial + Atomic Maps

## Project Overview From 8d1804d39b1d4a12b2ba7f59a750b4ca3467b5a9 Mon Sep 17 00:00:00 2001 From: jonhealy1 Date: Fri, 23 May 2025 17:59:14 +0800 Subject: [PATCH 11/13] reduce banner size --- README.md | 2 +- assets/sfeos.png | Bin 1751865 -> 1583914 bytes 2 files changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 5acdac57d..19a0c0898 100644 --- a/README.md +++ b/README.md @@ -5,7 +5,7 @@

- +

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