api_example.md

API example

Health Check

curl -X GET "http://localhost:8000/health" -H  "accept: application/json"

Get Model Metrics

curl -X GET "http://localhost:8000/model/metrics" -H  "accept: application/json"

Retrain Model

curl -X PUT "http://localhost:8000/model" -H  "accept: application/json"

Check Prediction model

curl -X GET "http://localhost:8501/v1/models/tensorflow-project-demo" -H  "accept: application/json"

Check Model Features

curl -X GET "http://localhost:8501/v1/models/tensorflow-project-demo/metadata" -H  "accept: application/json"

Make prediction

curl -X POST "http://localhost:8501/v1/models/models:predict" -d '{"inputs":{"sepal_length":[[0]],"sepal_width":[[0]],"petal_width":[[0]],"petal_length":[[0]]}}' -H  "accept: application/json"

Output format

{
    "outputs": [
        [
            0.607119262,
            0.392192692,
            0.000688050292
        ]
    ]
}