Skip to main content

JAVA client

Integrate with Jaqpot API through Java applications​

Use jaqpot API from JAVA

Install the maven artifact​

<dependency>
  <groupId>xyz.euclia</groupId>
  <artifactId>jaqpotj</artifactId>
  <version>0.0.2</version>
</dependency>

Initialize the jaqpot client​

import com.fasterxml.jackson.databind.ObjectMapper;
import xyz.euclia.jaqpotj.JaqpotFactory;
import xyz.euclia.jaqpotj.exception.JaqpotException;
import xyz.euclia.jaqpotj.models.*;
import xyz.euclia.jaqpotj.serializer.Serializer;


ObjectMapper objectMapper = new ObjectMapper();

client = new JaqpotFactory().create("https://api.jaqpot.org/jaqpot",
    new JaqpotSerializer(objectMapper));

Create predictions for your models​

The bellow code is an example about how the predict function could be used. Input data should apply to a models features. These should be found at the user interface and the models documentation

public Prediction predict(){
    List<Map<String, Object>> datas = new ArrayList<>();
    Map<String, Object> data = new HashMap<>();
    data.put("weight", 20);
    data.put("size", 10);
    data.put("sim.start", 0);
    data.put("sim.end", 8);
    data.put("sim.step", 0.1);

    List<Integer> ec = new ArrayList<>();
    ec.add(10);
    ec.add(15);
    ec.add(0);
    data.put("exposure.concentration", ec);

    List<Integer> et = new ArrayList<>();
    et.add(0);
    et.add(1);
    et.add(2);
    data.put("exposure.time", et);

    datas.add(data);
    Future<Prediction>  dataset = client.Predict("BLO6obkeJCXwLQypfNoR", datas, token);
    Prediction p = dataset.get();
    return p;
}

Retreive token if not available​

public String getToken(){
    Future<Auth> authF = client.Login("usename", "password");
    Auth auth = authF.get();
    String token = auth.getAuthToken();
    return token;
}

Available functions​

Get a model​

Future<Model> model = client.GetModelById("model_id", token);

Get models features​

Future<Feature> feature = client.GetFeatureById("feature_id", token);

Get users models paginated​

Future<Models> model = client.GetUsersModels(0, 10, token);

Get an organizations models paginated​

Future<Models> model = client.GetOrgsModels("org_id", 0, 10, token);

Get a dataset​

Future<Dataset> dataset = client.GetDatasetById("dataset_id", token);