https://github.com/immusen/vertx-pmml

Demo of high performance AI model (pmml export) evaluator api base on Vert.x, Supports dynamic routing configuration for multiple pmml models via JSON
https://github.com/immusen/vertx-pmml

ai api dynamic-routing eventbus java java-pmml jpmml pmml pmml-evaluator verticle vertx vertx-web vertx4

Last synced: about 2 months ago
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Demo of high performance AI model (pmml export) evaluator api base on Vert.x, Supports dynamic routing configuration for multiple pmml models via JSON

• Host: GitHub
• URL: https://github.com/immusen/vertx-pmml
• Owner: immusen
• License: agpl-3.0
• Created: 2022-05-04T15:28:11.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2022-05-05T16:03:11.000Z (over 2 years ago)
• Last Synced: 2024-04-11T00:03:48.948Z (6 months ago)
• Topics: ai, api, dynamic-routing, eventbus, java, java-pmml, jpmml, pmml, pmml-evaluator, verticle, vertx, vertx-web, vertx4
• Language: Java
• Homepage:
• Size: 89.8 KB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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• vertx-awesome - AI model output API based on PMML with Vert.x - High performance PMML evaluator API based on Vert.x. Supports dynamic routing configuration for multiple PMML models via JSON. (Examples)

README

        
### vertx-pmml demo

```

mvn clean package

java -jar .\target\evaluate-1.0.0-SNAPSHOT-fat.jar -conf config\config.json

```

```

curl 'http://localhost:8080/predict/iris' \

-d '{

    "reqSn": "00000",

    "data": {

        "sepal_length": 5.4,

        "sepal_width": 3.9,

        "petal_length": 1.7,

        "petal_width": 0.4

    }

}'

```

### Config

```

{

    "http.port": 8080,

    "route": {

        "/predict/iris": {

            "access": "public",

            "method": "POST",

            "actor": "evaluter.predict",

            "ext": {

                "name": "IRIS_SVC",

                "pmml": ".\\config\\model_svc.pmml",

                "version": "1.0.0"

            }

        },

        "/stat/:name": {

            "access": "session.admin",

            "method": "GET",

            "actor": "evaluter.stat"

        },

        "/console/login": {

            "access": "public",

            "method": "GET",

            "actor": "web_login"

        }

        ... Any other routers with pmml or some web services ...

    }

}

```

[jpmml-evaluator](https://github.com/jpmml/jpmml-evaluator)

[demo pmml train from iris dataset](https://archive.ics.uci.edu/ml/datasets/iris)