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How to deserialize JSON into flat, Map-like structure?

Have in mind that the JSON structure is not known before hand i.e. it is completely arbitrary, we only know that it is JSON format.

For example,

The following JSON

{
   "Port":
   {
       "@alias": "defaultHttp",
       "Enabled": "true",
       "Number": "10092",
       "Protocol": "http",
       "KeepAliveTimeout": "20000",
       "ThreadPool":
       {
           "@enabled": "false",
           "Max": "150",
           "ThreadPriority": "5"
       },
       "ExtendedProperties":
       {
           "Property":
           [                         
               {
                   "@name": "connectionTimeout",
                   "$": "20000"
               }
           ]
       }
   }
}

Should be deserialized into Map-like structure having keys like (not all of the above included for brevity):

port[0].alias
port[0].enabled
port[0].extendedProperties.connectionTimeout
port[0].threadPool.max

I am looking into Jackson currently, so there we have:

TypeReference<HashMap<String, Object>> typeRef = new TypeReference<HashMap<String, Object>>() {};
Map<String, String> o = objectMapper.readValue(jsonString, typeRef);

However, the resulting Map instance is basically a Map of nested Maps:

{Port={@alias=diagnostics, Enabled=false, Type=DIAGNOSTIC, Number=10033, Protocol=JDWP, ExtendedProperties={Property={@name=suspend, $=n}}}}

While I need flat Map with flatten keys using "dot notation", like the above.

I would rather not implement this myself, although at the moment I don't see any other way...

like image 968
Svilen Avatar asked Dec 03 '13 15:12

Svilen


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3 Answers

You can do this to traverse the tree and keep track of how deep you are to figure out dot notation property names:

import com.fasterxml.jackson.databind.JsonNode;
import com.fasterxml.jackson.databind.ObjectMapper;
import com.fasterxml.jackson.databind.node.ArrayNode;
import com.fasterxml.jackson.databind.node.ObjectNode;
import com.fasterxml.jackson.databind.node.ValueNode;
import java.io.IOException;
import java.util.HashMap;
import java.util.Iterator;
import java.util.Map;
import org.junit.Test;

public class FlattenJson {
  String json = "{\n" +
      "   \"Port\":\n" +
      "   {\n" +
      "       \"@alias\": \"defaultHttp\",\n" +
      "       \"Enabled\": \"true\",\n" +
      "       \"Number\": \"10092\",\n" +
      "       \"Protocol\": \"http\",\n" +
      "       \"KeepAliveTimeout\": \"20000\",\n" +
      "       \"ThreadPool\":\n" +
      "       {\n" +
      "           \"@enabled\": \"false\",\n" +
      "           \"Max\": \"150\",\n" +
      "           \"ThreadPriority\": \"5\"\n" +
      "       },\n" +
      "       \"ExtendedProperties\":\n" +
      "       {\n" +
      "           \"Property\":\n" +
      "           [                         \n" +
      "               {\n" +
      "                   \"@name\": \"connectionTimeout\",\n" +
      "                   \"$\": \"20000\"\n" +
      "               }\n" +
      "           ]\n" +
      "       }\n" +
      "   }\n" +
      "}";

  @Test
  public void testCreatingKeyValues() {
    Map<String, String> map = new HashMap<String, String>();
    try {
      addKeys("", new ObjectMapper().readTree(json), map);
    } catch (IOException e) {
      e.printStackTrace();
    }
    System.out.println(map);
  }

  private void addKeys(String currentPath, JsonNode jsonNode, Map<String, String> map) {
    if (jsonNode.isObject()) {
      ObjectNode objectNode = (ObjectNode) jsonNode;
      Iterator<Map.Entry<String, JsonNode>> iter = objectNode.fields();
      String pathPrefix = currentPath.isEmpty() ? "" : currentPath + ".";

      while (iter.hasNext()) {
        Map.Entry<String, JsonNode> entry = iter.next();
        addKeys(pathPrefix + entry.getKey(), entry.getValue(), map);
      }
    } else if (jsonNode.isArray()) {
      ArrayNode arrayNode = (ArrayNode) jsonNode;
      for (int i = 0; i < arrayNode.size(); i++) {
        addKeys(currentPath + "[" + i + "]", arrayNode.get(i), map);
      }
    } else if (jsonNode.isValueNode()) {
      ValueNode valueNode = (ValueNode) jsonNode;
      map.put(currentPath, valueNode.asText());
    }
  }
}

It produces the following map:

Port.ThreadPool.Max=150, 
Port.ThreadPool.@enabled=false, 
Port.Number=10092, 
Port.ExtendedProperties.Property[0].@name=connectionTimeout, 
Port.ThreadPool.ThreadPriority=5, 
Port.Protocol=http, 
Port.KeepAliveTimeout=20000, 
Port.ExtendedProperties.Property[0].$=20000, 
Port.@alias=defaultHttp, 
Port.Enabled=true

It should be easy enough to strip out @ and $ in the property names, although you could end up with collisions in key names since you said the JSON was arbitrary.

like image 196
Harleen Avatar answered Oct 19 '22 07:10

Harleen


How about using the json-flattener. https://github.com/wnameless/json-flattener

BTW, I am the author of this lib.

String flattenedJson = JsonFlattener.flatten(yourJson);
Map<String, Object> flattenedJsonMap = JsonFlattener.flattenAsMap(yourJson);

// Result:
{
    "Port.@alias":"defaultHttp",
    "Port.Enabled":"true",
    "Port.Number":"10092",
    "Port.Protocol":"http",
    "Port.KeepAliveTimeout":"20000",
    "Port.ThreadPool.@enabled":"false",
    "Port.ThreadPool.Max":"150",
    "Port.ThreadPool.ThreadPriority":"5",
    "Port.ExtendedProperties.Property[0].@name":"connectionTimeout",
    "Port.ExtendedProperties.Property[0].$":"20000"
}
like image 30
user3360932 Avatar answered Oct 19 '22 08:10

user3360932


how about that:

import java.util.ArrayList;
import java.util.HashMap;
import java.util.Map;
import java.util.Map.Entry;
import com.google.gson.Gson;

/**
 * NOT FOR CONCURENT USE
*/
@SuppressWarnings("unchecked")
public class JsonParser{

Gson gson=new Gson();
Map<String, String> flatmap = new HashMap<String, String>();

public Map<String, String> parse(String value) {        
    iterableCrawl("", null, (gson.fromJson(value, flatmap.getClass())).entrySet());     
    return flatmap; 
}

private <T> void iterableCrawl(String prefix, String suffix, Iterable<T> iterable) {
    int key = 0;
    for (T t : iterable) {
        if (suffix!=null)
            crawl(t, prefix+(key++)+suffix);
        else
            crawl(((Entry<String, Object>) t).getValue(), prefix+((Entry<String, Object>) t).getKey());
    }
}

private void crawl(Object object, String key) {
    if (object instanceof ArrayList)
        iterableCrawl(key+"[", "]", (ArrayList<Object>)object);
    else if (object instanceof Map)
        iterableCrawl(key+".", null, ((Map<String, Object>)object).entrySet());
    else
        flatmap.put(key, object.toString());
}
}
like image 8
Amnons Avatar answered Oct 19 '22 08:10

Amnons