dracor-org / dracor-metrics

Dracor metrics service

DraCor Metrics Service

Microservice calculating network metrics for dracor.org.

Note: dracor-metrics does not yet run with Python 3.12. Since, via hug, we depend on distutils, which have been removed from 3.12, 3.11 is the latest supported Python version for now.

Getting started

git clone https://github.com/dracor-org/dracor-metrics.git
cd dracor-metrics
poetry install
poetry run hug -f app/main.py -p 8030

This runs a local development server at http://localhost:8030.

With httpie you can now post segment data to /metrics like this:

$ http POST :8030/metrics 'segments:=[{"speakers": ["a", "b", "c"]}, {"speakers": ["a", "d"]}]'
HTTP/1.0 200 OK
Date: Wed, 13 Dec 2023 08:14:31 GMT
Server: WSGIServer/0.2 CPython/3.11.6
content-length: 729
content-type: application/json; charset=utf-8

{
    "averageClustering": 0.5833333333333333,
    "averageDegree": 2.0,
    "averagePathLength": 1.3333333333333333,
    "density": 0.6666666666666666,
    "diameter": 2,
    "maxDegree": 3,
    "maxDegreeIds": [
        "a"
    ],
    "nodes": {
        "a": {
            "betweenness": 0.6666666666666666,
            "closeness": 1.0,
            "degree": 3,
            "eigenvector": 0.6116286437343044,
            "weightedDegree": 3
        },
        "b": {
            "betweenness": 0.0,
            "closeness": 0.75,
            "degree": 2,
            "eigenvector": 0.5227204550943347,
            "weightedDegree": 2
        },
        "c": {
            "betweenness": 0.0,
            "closeness": 0.75,
            "degree": 2,
            "eigenvector": 0.5227204550943347,
            "weightedDegree": 2
        },
        "d": {
            "betweenness": 0.0,
            "closeness": 0.6,
            "degree": 1,
            "eigenvector": 0.28184579793865727,
            "weightedDegree": 1
        }
    },
    "numConnectedComponents": 1,
    "numEdges": 4,
    "size": 4
}

Docker

The metrics service can also be run in a docker container:

docker pull dracor/metrics
docker run -p 8030:8030 --rm dracor/metrics

License

dracor-metrics is MIT licensed.