This repository is a demonstration and explanation for how to use pygeoapi to publish landing content for individual features within geospatial datasets suitable for harvesting by the geoconnex.us system. Geoconnex relies on JSON-LD to output standardized data structures across disparate data sources and providers.
pygeoapi is a general open-source geospatial web server that implements several OGC-API standards. We leverage the OGC-API Features standard, which gives each individual feature within a geospatial vector dataset a unique URL with an associated HTML landing page, a GeoJSON response, and a JSON-LD response. In addition to the feature providers in pygeoapi core, the internetofwater/pygeoapi fork includes feature providers for the ESRI FeatureServer, the CKAN Data API, and the SODA API. It also includes modifications that enable the injection of custom templated JSON-LD into the script headers of the HTML pages. Both the HTML pages and JSON-LD responses are generated using jinja templates.
This demonstration uses Docker to deploy pygeoapi with landing pages generated for data from the following sources:
- CSV Provider: A (local or periodically downloaded) csv file with latitude and longitude
- GeoJSON Provider: A (local or periodically downloaded) geojson file
- SQLiteGPKG Provider: A (local or periodically downloaded) geopackage file
- ESRI Provider: An ESRI FeatureServer or MapServer endpoint
- CKAN Provider: A CKAN Data API endpoint
For our example data, we are using the California Department of Water Resources (DWR) Groundwater Sustainability Plan (GSP) Monitoring dataset, and in particular, its "Existing Sites" feature collection.
- CSV file: https://github.com/cgs-earth/pygeoapi-geoconnex-examples/blob/main/data/data.csv
- GeoJSON file: https://github.com/cgs-earth/pygeoapi-geoconnex-examples/blob/main/data/data.geojson
- Geopackage file: https://github.com/cgs-earth/pygeoapi-geoconnex-examples/blob/main/data/data.gpkg
- ESRI feature service: https://services.arcgis.com/aa38u6OgfNoCkTJ6/ArcGIS/rest/services/GSP_Monitoring_Data/FeatureServer/0
- CKAN API endpoint: https://data.ca.gov/api/3/action/datastore_search?resource_id=72612518-e45b-4900-9cab-72b8de09c57d
pygeoapi can be deployed from the Dockerfile, building an image with data included as a layer, or with docker compose and volume binding. The only pre-requisite to deploy pygeoapi is a valid pygeoapi configurtion file, with blocks for each feature collection. The only pre-requsite to publish data to geoconnex is a valid JSON-LD object and a PID redirect in geoconnex namespace.
As such, the only requirements to publish data to crawlable by geoconnex is a valid pygeoapi configuration file with a correct JSON-LD feature template. This repository has been setup to satisfy both of these prerequisites out of the box.
The easiest way to deploy this demonstration is with docker-compose. The docker-compose file binds the data directory of local files, the pygeoapi configuration file, and the preconfigured JSON-LD template into the pygeoapi docker image.
- Clone this repository on your machine.
git clone https://github.com/cgs-earth/pygeoapi-geoconnex-examples.git
cd pygeoapi-geoconnex-examples
- Deploy the demonstration (make sure port 5000 is available)
docker compose up
- Explore the OGC-API feature collections at
http://localhost:5000/collections
From here, using pygeoapi to create HTML landing pages for your data should feel within reach.
The process is similar to the steps described in the quickstart, except with an additional requirement to setup your own configurations. After you decide the format for your data source, create a pygeoapi configuration file with metadata specific to your organization and a resource provider configured for your data. Then create a JSON-LD jinja template that outputs your data in a structured and standarized way. Once you have your data, your configuration file, and JSON-LD templates, deployment is not that dissimilar from the steps described in the quickstart.
As you explore the feature collections, notice the individual feature HTML resources (e.g. http://localhost:5000/collections/demo-ckan/items/31) and their json-ld versions (e.g. http://localhost:5000/collections/demo-ckan/items/31?f=jsonld).
{
"@context": [
{
"schema": "https://schema.org/",
"skos": "http://www.w3.org/2004/02/skos/core#",
"hyf": "https://www.opengis.net/def/schema/hy_features/hyf/",
"name": "schema:name",
"gsp": "http://www.opengis.net/ont/geosparql#",
"sameAs": "schema:sameAs",
"related": "skos:related",
"description": "schema:description",
"image": {
"@id": "schema:image",
"@type": "@id"
}
}
],
"@id": "http://localhost:5000/collections/demo-ckan/items/31",
"@type": [
"https://www.opengis.net/def/schema/hy_features/hyf/HY_HydrometricFeature",
"https://www.opengis.net/def/schema/hy_features/hyf/HY_HydroLocation"
],
"name": "DWR at Gravelly Ford Canal",
"description": "Surveying/Benchmark Sites at DWR at Gravelly Ford Canal",
"schema:provider": "SJRRP",
"hyf:HY_HydroLocationType": "hydrometricStation",
"sosa:isFeatureOfInterestOf": {
"schema:url": "http://www.restoresjr.net/science/subsidence-monitoring/",
"@type": "sosa:ObservationCollection",
"schema:format": [
"application/json"
]
},
"schema:geoWithin": "https://geoconnex.us/ref/states/06",
"geo": {
"@type": "schema:GeoCoordinates",
"schema:longitude": -120.169,
"schema:latitude": 36.8078
},
"gsp:hasGeometry": {
"@type": "http://www.opengis.net/ont/sf#Point",
"gsp:asWKT": {
"@type": "http://www.opengis.net/ont/geosparql#wktLiteral",
"@value": "POINT (-120.169 36.8078)"
}
}
}
Notice how "@id" is the URL for the API call. This can be configured to be an exteral URI instead, such as those minted with geoconnex.us. You can then add these identifiers as a field in your data, whether in a local file or at an ESRI or CKAN api endpoint, and then specify this field as the uri_field: in the pygeoapi configuration yml file in the providers: block, like so:
demo-ckan:
type: collection
title: geoconnex landing page demo (CKAN web service)
description: Demonstration Geoconnex Landing Pages (from CKAN REST service source)
keywords:
- Existing Sites
template: jsonld/hydrologic-location.jsonld
links:
- type: application/html
rel: canonical
title: data source
href: https://data.ca.gov/dataset/gsp-monitoring-data/resource/72612518-e45b-4900-9cab-72b8de09c57d
hreflang: en-US
extents:
spatial:
bbox: [-170,15,-51,72]
crs: http://www.opengis.net/def/crs/OGC/1.3/CRS84
temporal:
begin: null
end: null
providers:
- type: feature
name: CKAN
data: https://data.ca.gov/api/3/action/datastore_search
resource_id: 72612518-e45b-4900-9cab-72b8de09c57d
id_field: EXISTING_INFO_ID
uri_field: EXAMPLE_URI_FIELD_RENAME_AS_NECESSARY
x_field: LONGITUDE
y_field: LATITUDE