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his is a guide on how to process text using Saga's REST services.

This tutorial assumes:

  • The reader ability to create a project with Maven Framework support
  • The data Saga will use is manage through the Saga's user interface.
  • Java 11+ is installed in the machine


Configure pom.xml

To use the following code you'll need the next dependencies:

Sample pom.xml section
<dependency>
   <groupId>com.fasterxml.jackson.core</groupId>
   <artifactId>jackson-databind</artifactId>
   <version>{jackson-version}</version>
</dependency>

Feel free to use your favorite JSON processing API.


This guide will include simple usage of REST services and the general documentation of this services can be found here.

Processing Text

ProcessText
package com.mkyong.rest.client;

import org.codehaus.jackson.JsonNode;
import org.codehaus.jackson.map.ObjectMapper;

import java.io.IOException;
import java.io.InputStreamReader;
import java.io.OutputStream;
import java.net.HttpURLConnection;
import java.net.MalformedURLException;
import java.net.URL;
import java.util.ArrayList;
import java.util.List;
import java.util.stream.Collectors;

public class ProcessText {

   public static void main(String[] args) {

      try {

         URL url = new URL("http://localhost:8080/_saga/processText");
         HttpURLConnection conn = (HttpURLConnection) url.openConnection();
         conn.setDoOutput(true);
         conn.setRequestMethod("POST");
         conn.setRequestProperty("Content-Type", "application/json");

         String input = "{" +
                        "\"q\":\"A WING FAILURE, RESULTING IN SUBSTANTIAL DAMAGE TO THE LAK-12 AIRCRAFT\"," +
                        "\"tags\":[\"aircraft\",\"component\"]," +
                        "\"splitRegex\": \"[\r|\n]+\"," +
                        "\"type\": \"text\"," +
                        "\"pretty\": true" +
                     "}";

         OutputStream os = conn.getOutputStream();
         os.write(input.getBytes());
         os.flush();

         ObjectMapper mapper = new ObjectMapper();


         JsonNode actualObj = mapper.readTree(new InputStreamReader(
               (conn.getInputStream())));

         if(actualObj != null){
            if (actualObj.get("_success").getBooleanValue()) {

               System.out.println("=================================================");
               System.out.println("=                    GRAPH                      =");
               System.out.println("=================================================\n\n");
               System.out.println(actualObj.get("data").get("graph").getTextValue());
               JsonNode nodeArray = actualObj.get("data").get("line");
               final String nodeTemplate = "%s (%.2f)[pos: %s]";
               List<String> nodeList = new ArrayList();
               if(nodeArray.isArray()){
                  nodeArray.forEach(jsonNode -> {
                     nodeList.add(String.format(nodeTemplate,
                           jsonNode.get("matching").getTextValue(),
                           jsonNode.get("confidence").getDoubleValue(),
                           jsonNode.get("character").getTextValue()));
                  });
               }
                    System.out.println("=================================================");
                    System.out.println("=           HIGHEST CONDIFIDENCE ROUTE          =");
                    System.out.println("=================================================\n\n");
               System.out.println(nodeList.stream().collect(Collectors.joining(" -> ")));
            } else {
               System.out.println("Failure");
            }
         }
         conn.disconnect();
      } catch (MalformedURLException e) {
         e.printStackTrace();
      } catch (IOException e) {
         e.printStackTrace();
      }
   }
}

Choosing An Output Format

Output
=================================================
=                    GRAPH                      =
=================================================


 V--------------------------------[A WING FAILURE, RESULTING IN SUBSTANTIAL DAMAGE TO THE LAK-12 AIRCRAFT]--------------------------------V 
 ^-[A]-V----[WING]-----V---[FAILURE,]----V-[RESULTING]-V-[IN]-V-[SUBSTANTIAL]-V-[DAMAGE]-V-[TO]-V-[THE]-V------[LAK-12]------V-[AIRCRAFT]-^ 
 ^-[a]-^----[wing]-----^---[failure,]----^-[resulting]-^-[in]-^-[substantial]-^-[damage]-^-[to]-^-[the]-^------[lak-12]------^-[aircraft]-^ 
       ^-[{component}]-^-[FAILURE]-V-[,]-^                                                              ^-[LAK]-V-[-]-V-[12]-^ 
                       ^-[failure]-^                                                                    ^-[lak]-^ 
                                                                                                        ^----[{aircraft}]----^ 
Output
=================================================
=           HIGHEST CONDIFIDENCE ROUTE          =
=================================================


A (0.40)[pos: 0:1] -> WING (0.51)[pos: 2:6] -> FAILURE, (0.50)[pos: 7:15] -> RESULTING (0.50)[pos: 16:25] -> IN (0.40)[pos: 26:28] -> SUBSTANTIAL (0.50)[pos: 29:40] -> DAMAGE (0.50)[pos: 41:47] -> TO (0.40)[pos: 48:50] -> THE (0.40)[pos: 51:54] -> LAK-12 (0.50)[pos: 55:61] -> AIRCRAFT (0.50)[pos: 62:70]

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