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SearchSocket.java
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SearchSocket.java
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package com.machine.learning.socket;
import java.io.IOException;
import java.util.List;
import javax.websocket.OnClose;
import javax.websocket.OnError;
import javax.websocket.OnMessage;
import javax.websocket.OnOpen;
import javax.websocket.Session;
import javax.websocket.server.ServerEndpoint;
import org.apache.log4j.Logger;
import com.google.gson.Gson;
import com.learningmodule.association.conceptdrug.PredictionResult;
import com.machine.learning.LearningModulesPool;
import com.machine.learning.request.Request;
import com.machine.learning.request.SearchQueryRequest;
/*
* Class implementing the WebSocket Interface
*/
@ServerEndpoint(value = "/ml/search")
public class SearchSocket {
private static Gson gson = new Gson();
private static Logger log = Logger.getLogger(SearchSocket.class);
private Session session;
// public static LearningModuleInterface algo = new
// ConceptDrugAssociationModule(
// new ConceptDrugLearningModule());
@OnOpen
public void start(Session session) {
this.session = session;
}
@OnClose
public void end() {
}
/*
* Method that is invoked when there is msg from client input from client
* for querying should be of form "query:<search string>" input from client
* to command for server to learn should be of form "learn:"
*/
@OnMessage
public void onMsg(String query) {
System.out.println(query);
log.debug(query);
Request req = gson.fromJson(query, Request.class);
if (req.getSearchRequest() != null) {
// send the results to client for search string
sendResults(req.getSearchRequest());
} else if (req.getLearningRequest() != null
&& req.getLearningRequest().getLearningKey() == "raxalearn") {
// if client commands to learn, start a new thread to run the
// learning algo.
new Thread(new Runnable() {
@Override
public void run() {
LearningModulesPool.learn();
}
}).run();
}
}
public void sendResults(SearchQueryRequest query) {
try {
// get the predicitions, convert the results into Json String and
// send to the client
session.getBasicRemote().sendText(
getJson(LearningModulesPool.predict(query.getQuery(), query.getFeatures())));
} catch (IOException e) {
// TODO Auto-generated catch block
e.printStackTrace();
}
}
@OnError
public void onError(Throwable t) throws Throwable {
t.printStackTrace();
}
// method to convert the results into Json string;
private String getJson(List<PredictionResult> list) {
String result = "{\"results\":";
result = result + gson.toJson(list);
result = result + "}";
System.out.println(result);
log.debug(result);
return result;
}
public static void main(String[] args) {
String msg = "{searchRequest: { query: 'asthma', features:[{name: 'age', value: '24'}] }}";
Request req = gson.fromJson(msg, Request.class);
System.out.println(req);
}
}