How to flatten JSON using Gson - java

I need to flatten a JSON strings(nested) using Gson ,
Given:
{
"name": "Terry",
"addr": {
"city": "NY",
"postCode": 123
},
"friends": ["John", "Paul"],
"nestedObject": { "a": { "b": { "c": {"d": "nested property" } } } }
}
Expected:
{
"name" :"Terry",
"addr.city": "NY",
"addr.postCode" : 123,
"friends.0": "John",
"friends.1": "Paul",
"nestedObject.a.b.c.d": "nested property"
}
or
{
"name" :"Terry",
"addr.city": "NY",
"addr.postCode" : 123,
"friends[0]": "John"
"friends[1]": "Paul"
"nestedObject.a.b.c.d": "nested property"
}
Really new to Java and need guidance how to build it up ,
My starting point :
1.Parse the Json using JsonParser as TreeModel
https://www.tutorialspoint.com/gson/gson_tree_model.htm
just found that JsonParser is deprecated :(
https://javadoc.io/doc/com.google.code.gson/gson/latest/com.google.gson/com/google/gson/JsonParser.html
is there alternative ?
2.Recursive function to loop through the Json elements and check
if element is list/dict - case yes , recursive call with all child ,
case else - append current key and val to some map
real pseudo code:
public class Test{
public static void main(String[] args) {
String jsonString = "{\"brand\" : \"Toyota\", \"doors\" : 5}";
JsonObject jsonObject = JsonParser.parseString(jsonString).getAsJsonObject();
// Iterate through main key and call FlatJson for each one
// append result to a map
//print result
FlatJson - for given element ,
extract all child key
public String FlatJson( JsonElement jsonElement) {
// If input is an array, iterate through each element
if (jsonElement.isJsonArray()) {
for (JsonElement jsonElement1 : jsonElement.getAsJsonArray()) {
// Extract Key Value and return
}
} else {
// If input is object, iterate through the keys
if (jsonElement.isJsonObject()) {
Set<Map.Entry<String, JsonElement>> entrySet = jsonElement
.getAsJsonObject().entrySet();
for (Map.Entry<String, JsonElement> entry : entrySet) {
// Extract Key Value and return
}
}
}
// If input is element, check whether it corresponds to the key
else {
// return sonElement.toString() (as
}
}
}
}

Related

How to replace keys in a map based on mapping

I have a JSON that I'm getting from some external system. I need to convert that JSON into key value based on my system mapping. For instance:
JSON from external system:
[{
"name": "Tim",
"address": "New York",
"education" : {
"university": "XYZ"
}
},
{
"name": "Steve",
"address": "UK"
}]
I have following mapping that we need to use:
{
"name": "firstName",
"address": "location",
"university": "college"
}
i.e name to be mapped to firstName and address to be mapped to location. And finally, my processed mapped will look like:
[{
"firstName": "Tim",
"location": "New York"
"education" : {
"college": "XYZ"
}
},
{
"firstName": "Steve",
"location": "UK"
}]
What can be the best way to achieve this? Should I use normal hashmap operations or is there any other efficient way. I was checking JSONNode for this purpose, but the approach was similar to hash map. Is there any utility I can use to traverse tree like json map and replace the key?
I'm a fan of Jackson which you can use to traverse the JSON. As you do so, populate a list of maps, using your system mapping to replace whatever keys are encountered that have a mapping, leaving the others as is. At the end, dump the list of maps back out as JSON.
Edit: adding code example below
import com.fasterxml.jackson.databind.JsonNode;
import com.fasterxml.jackson.databind.ObjectMapper;
import com.fasterxml.jackson.databind.node.ArrayNode;
import java.io.IOException;
import java.util.*;
public class ReplaceKeys {
private static final ObjectMapper mapper = new ObjectMapper();
private static Map<String, String> keymap;
static {
try {
// Create the key map based on the json provided by OP
keymap = mapper.readValue("{\n" +
"\"name\": \"firstName\",\n" +
"\"address\": \"location\",\n" +
"\"university\": \"college\"\n" +
"}", Map.class);
} catch (IOException e) {
System.out.println("whoops");
}
}
public static String mapKeys(String input) throws IOException {
// Assume the input is an array and therefore so is the output.
List<Map<String, Object>> output = new ArrayList<>();
ArrayNode inputArray = (ArrayNode) mapper.readTree(input);
for (JsonNode node : inputArray) {
output.add(mapKeys(node));
}
return mapper.writeValueAsString(output);
}
private static Map<String, Object> mapKeys(JsonNode node) {
Map<String, Object> map = new HashMap<>();
for (Iterator<String> iterator = node.fieldNames(); iterator.hasNext(); ) {
String key = iterator.next();
key = keymap.containsKey(key) ? keymap.get(key) : key;
for (JsonNode child : node) {
if (node.isValueNode()) {
// This is coercing everything to a String. You could dig into using
// proper types based on node.getNodeType().
map.put(key, node.asText());
} else {
map.put(key, mapKeys(child));
}
}
}
return map;
}
}

How to customize a json that is created using Gson object in java

I have this JSON object that I've created using GSON:
{
"data": {
"isDeleted": false,
"period": 201601,
"columnMap": {
"1c49eb80-7b53-11e6-bc4b-afbeabb62718": "5000",
"1c49eb80-7b52-11e6-bc4b-afbeabb62718": "hello",
"03a534c0-a7f1-11e6-9cde-493bf5c47f4": "AUS",
"03a534c0-a7fa-11e6-9cde-493bf5c47f4": "123"
}
}
}
But my requirement is for it to look like
{
"data": {
"isDeleted": false,
"period": 201601,
"1c49eb80-7b53-11e6-bc4b-afbeabb62718": "5000",
"1c49eb80-7b52-11e6-bc4b-afbeabb62718": "hello",
"03a534c0-a7f1-11e6-9cde-493bf5c47f4": "AUS",
"03a534c0-a7fa-11e6-9cde-493bf5c47f4": "123"
}
}
}
How do I solve this, because all the values in "columnMap" are generated dynamically.
You need to create instance updateJsonObj of JsonObject to update key and value of columnMap using for each loop. Following code snippet is the solution :
String json = "{ \"data\": {\"isDeleted\": false,\"period\": 201601,"
+ "\"columnMap\": {\"1c49eb80-7b53-11e6-bc4b-afbeabb62718\": \"5000\","
+ "\"1c49eb80-7b52-11e6-bc4b-afbeabb62718\": \"hello\","
+ "\"03a534c0-a7f1-11e6-9cde-493bf5c47f4\": \"AUS\", "
+ "\"03a534c0-a7fa-11e6-9cde-493bf5c47f4\": \"123\"}}}";
Gson gson = new Gson();
JsonObject root = new JsonParser().parse(json).getAsJsonObject();
JsonElement dataElement = root.get("data");
// cobj has value of colummMap of json data
JsonObject cobj = (JsonObject) root.get("data").getAsJsonObject().get("columnMap");
JsonObject updateJsonObj = root;
// remove columnMap node as you wanted !
updateJsonObj.get("data").getAsJsonObject().remove("columnMap");
for (Entry<String, JsonElement> e : cobj.entrySet()) {
//update updateJsonObj root node with key and value of columnMap
updateJsonObj.get("data").getAsJsonObject().addProperty(e.getKey(), e.getValue().getAsString());
}
String updateJson = gson.toJson(updateJsonObj);
System.out.println(updateJson);

jsonArray.length() not given the right number of array element

I am using org.json parser.
I am getting a json array using jsonObject.getJSONArray(key).
The problem is the jsonArray.length() is returning me 1 and my json array have 2 elements, what am I doing wrong?
String key= "contextResponses";
JSONObject jsonObject = new JSONObject(jsonInput);
Object value = jsonObject.get("contextResponses");
if (value instanceof JSONArray){
JSONArray jsonArray = (JSONArray) jsonObject.getJSONArray(key);
System.out.println("array length is: "+jsonArray.length());/*the result is 1! */
}
Here is my json:
{
"contextResponses" : [
{
"contextElement" : {
"type" : "ENTITY",
"isPattern" : "false",
"id" : "ENTITY3",
"attributes" : [
{
"name" : "ATTR1",
"type" : "float",
"value" : ""
}
]
},
"statusCode" : {
"code" : "200",
"reasonPhrase" : "OK"
}
}
]
}
The result is perfectly normal, since the JSONArray contains only one JSONObject. To get the length of the JSONObject you're looking for, use this:
// Get the number of keys stored within the first JSONObject of this JSONArray
jsonArray.getJSONObject(0).length();
//----------------------------
{
"contextResponses" : [
// The first & only JSONObject of this JSONArray
{
// 2 JSONObjects
"contextElement" : {
// 1
},
"statusCode" : {
// 2
}
}
]
}
Your array contains exactly one object therefore the length is correct:
"contextResponses" : [
{
... content of the object ...
}
]

Parsing nested JSON objects without keys using Gson

I have a JSON with this content:
[ {
"lines" : {
"0" : "Hammersmith & City",
"1" : "Circle"
},
"id" : "233",
"name" : "Shepherd's Bush Market"
}, {
"lines" :"",
"id" : "233",
"name" : "Shepherd's Bush Market"
}, {
"lines" : {
"0" : "Hammersmith & City",
"1" : "Circle"
},
"id" : "233",
"name" : "Shepherd's Bush Market"
},
, {
"lines" : "",
"id" : "233",
"name" : "Shepherd's Bush Market"
}]
Normally, I could create an object like this
public class MyObject {
public String id;
public String name;
public Line[] lines;
public class Line {
public String key;
public String value;
}
}
And the Gson serializer would handle the parsing, but in this case lines doesn't have any keys/ids. I have tried using HashMaps and Maps instead of inner classes, but it doesn't work. Is there a way I can parse this using Gson?
UPDATE:
I have changed lines from MyObject to a Map<String, String> and added some more lines to JSON response
At the moment this is the code I'm using to parse the JSON
Type listType = new TypeToken<List<MyObject>>(){}.getType();
List<MyObject> data = getGson().fromJson(str, listType);
Caused by: com.google.gson.JsonParseException: The JsonDeserializer MapTypeAdapter failed to deserialize json object "" given the type java.util.Map<java.lang.String, java.lang.String>
After looking through the entire JSON response, it seems that lines is returned as a empty String ("") when it's not available and as a map when it is. I think this may be part of the problem
Use Map<String, String> instead Line[] lines.
(You don't need class Line)
It should work.
Or if your keys are integers Map<Integer, String> will work as well
[Edit]
Your json String represents list of objects: {..},{..},{..}
You need wrap it with [].
So the working json should be:
[
{
"lines": {
"0": "Hammersmith & City",
"1": "Circle"
},
"id": "233",
"name": "Shepherd's Bush Market"
},
{
"lines": {
"0": "Hammersmith & City",
"1": "Circle"
},
"id": "233",
"name": "Shepherd's Bush Market"
},
{
"lines": {
"0": "Hammersmith & City",
"1": "Circle"
},
"id": "233",
"name": "Shepherd's Bush Market"
}
]
MyObject
public class MyObject {
public String id;
public String name;
public Map<String,String> lines;
}
main method
Gson gson = new Gson();
Type type = new TypeToken<List<MyObject>>(){}.getType();
List<MyObject > objList = gson.fromJson(str, type);
assert(objList != null); // validate not null
for(MyObject obj : objList){
System.out.println("id=" + obj.id + "; name=" + obj.name);
}
Output:
id=233; name=Shepherd's Bush Market
id=233; name=Shepherd's Bush Market
id=233; name=Shepherd's Bush Market
in the loop you can extract Map as well
I like Maxim's solution for simplicity and +1 for him. Bur there is also other, little more complex way of doing it. In Lines class you can write keys as _0, _1
class Lines {
private String _0;
private String _1;
//#Override
//public String toString() {
// return "Lines [0=" + _0 + ", 1=" + _1 + "]";
//}
}
and use it in MyObject like
class MyObject {
private Lines lines;
private String id;
private String name;
//#Override
//public String toString() {
// return "Example [lines=" + lines + ", id=" + id + ", name=" + name + "]";
//}
}
After that you will have to create FieldNamingStrategy that would remove _ from numeric key.
class MyNameStrategy implements FieldNamingStrategy {
static Pattern numericPattern = Pattern.compile("_\\d+");
#Override
public String translateName(Field f) {
if (numericPattern.matcher(f.getName()).matches()){
return f.getName().substring(1);
}else{
return f.getName();
}
}
}
To use this strategy you need to create Gson via GsonBuilder
Gson gson = new GsonBuilder().setFieldNamingStrategy(
new MyNameStrategy()).create();
//...
MyObject[] arr = gson.fromJson(jsonString, MyObject[].class);
System.out.println(Arrays.toString(arr));
Also you are right that your JSon have problem in "lines" : "". Since you are placing there object (data inside {...}) you can't change your format later to string (which is not object in JSon format).
So if you can change your JSon you should replace "lines" : "" with either
"lines" : null
or "lines" : {}.

Convert JSON string to plain key value pair for logging

I have a JSON string, where consist of structure something like below, basically I have a chain of VO's and each VO will have list of VO's and Map of VO's as well.
sample:
"MessageHeader": {
"type": "new",
"id": 10,
"add_record": "true",
},
"MessageBody": {
"dob_required": false,
"dept_name": "Purchase",
"group": {
"main_group": "main group",
"sub_group": "sub group"
},
"family_info": {
"person1": {
"name": "HisName",
"gender": "male",
"age": "31",
"office_info_present": {
"office_name": "present office",
"office_address": "some address"
"some_other_vo":{
},
},
"office_info_previous": {
"office_name": "old office",
"office_address": "some address"
},
},
"person2": {
"name": "HerName",
"gender": "Female",
"age": "25",
}
},
"active":true
}
I want to print each and every attribute name and its value in key value pair. I don't want to print the VO name, rather just the end attributes (leaf level attributes)
like below string:
type=new id=10 add_record=true dob_required=false dept_name=purchase main_group="main group" sub_group="sub group" name=HisName gender=male age=31 .... name=HerName gender=Female age=25
How this can be done? I would prefer if it can be done using jackson. Otherwise also fine.
The easiest way is probably by using Jackson's Tree Model, traversing it. Something like:
JsonNode root = mapper.readValueAsTree(jsonInput);
Map<String,String> flat = new HashMap<String,String>();
traverse(root, flat);
public void traverse(JsonNode node, Map<String,String> result)
{
Iterator<Map.Entry<String,JsonNode>> it = node.fields();
while (it.hasNext()) {
Map.Entry<String,JsonNode> entry = it.next();
JsonNode n = entry.getValue();
if (n.isObject()) { // if JSON object, traverse recursively
traverse(n);
} else { // if not, just add as String
result.put(entry.getKey(), n.asText());
}
}
}
and you'll get a Map that you can print.
you can use this link for creating POGO class for your response. It will automatically generate class for your response.
Use google GSON library to parse your response.
Yes jackson can be used to parse. but its not straight forward.
There are few implementations similar to JAXB for XML. But I never tested them
Here is the rough code snippet.
JSONParser parser = new JSONParser();
try {
JSONObject jsonObject = (JSONObject) parser.parse(new FileReader("c:\\sample.json"));
String name = (String) jsonObject.get("name");
long age = (Long) jsonObject.get("age");
JSONArray msg = (JSONArray) jsonObject.get("messages");
System.out.println("Name:"+name);
System.out.println("Age:"+age);
System.out.println("Messages:");
Iterator<String> iterator = msg.iterator();
while (iterator.hasNext()) {
System.out.println(iterator.next());
}
} catch (FileNotFoundException e) {
e.printStackTrace();
} catch (IOException e) {
e.printStackTrace();
} catch (ParseException e) {
e.printStackTrace();
}

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