Traverse all the Nodes of a JSON Object Tree with JavaScript

Question

I'd like to traverse a JSON object tree, but cannot find any library for that. It doesn't seem difficult but it feels like reinventing the wheel.

In XML there are so many tutorials showing how to traverse an XML tree with DOM :(

Answer 1

If you think jQuery is kind of overkill for such a primitive task, you could do something like that:

//your object
var o = { 
    foo:"bar",
    arr:[1,2,3],
    subo: {
        foo2:"bar2"
    }
};

//called with every property and its value
function process(key,value) {
    console.log(key + " : "+value);
}

function traverse(o,func) {
    for (var i in o) {
        func.apply(this,[i,o[i]]);  
        if (o[i] !== null && typeof(o[i])=="object") {
            //going one step down in the object tree!!
            traverse(o[i],func);
        }
    }
}

//that's all... no magic, no bloated framework
traverse(o,process);

Answer 2

A JSON object is simply a Javascript object. That's actually what JSON stands for: JavaScript Object Notation. So you'd traverse a JSON object however you'd choose to "traverse" a Javascript object in general.

In ES2017 you would do:

Object.entries(jsonObj).forEach(([key, value]) => {
    // do something with key and val
});

You can always write a function to recursively descend into the object:

function traverse(jsonObj) {
    if( jsonObj !== null && typeof jsonObj == "object" ) {
        Object.entries(jsonObj).forEach(([key, value]) => {
            // key is either an array index or object key
            traverse(value);
        });
    }
    else {
        // jsonObj is a number or string
    }
}

This should be a good starting point. I highly recommend using modern javascript methods for such things, since they make writing such code much easier.

Answer 3

function traverse(o) {
    for (var i in o) {
        if (!!o[i] && typeof(o[i])=="object") {
            console.log(i, o[i]);
            traverse(o[i]);
        } else {
            console.log(i, o[i]);
        }
    }
}

Answer 4

There's a new library for traversing JSON data with JavaScript that supports many different use cases.

https://npmjs.org/package/traverse

https://github.com/substack/js-traverse

It works with all kinds of JavaScript objects. It even detects cycles.

It provides the path of each node, too.

Answer 5

Original Simplified Answer

For a newer way to do it if you don't mind dropping IE and mainly supporting more current browsers (check kangax's es6 table for compatibility). You can use es2015 generators for this. I've updated @TheHippo's answer accordingly. Of course if you really want IE support you can use the babel JavaScript transpiler.

// Implementation of Traverse
function* traverse(o, path=[]) {
    for (var i in o) {
        const itemPath = path.concat(i);
        yield [i,o[i],itemPath,o];
        if (o[i] !== null && typeof(o[i])=="object") {
            //going one step down in the object tree!!
            yield* traverse(o[i], itemPath);
        }
    }
}

// Traverse usage:
//that's all... no magic, no bloated framework
for(var [key, value, path, parent] of traverse({ 
    foo:"bar",
    arr:[1,2,3],
    subo: {
        foo2:"bar2"
    }
})) {
  // do something here with each key and value
  console.log(key, value, path, parent);
}

If you want only own enumerable properties (basically non-prototype chain properties) you can change it to iterate using Object.keys and a for...of loop instead:

function* traverse(o,path=[]) {
    for (var i of Object.keys(o)) {
        const itemPath = path.concat(i);
        yield [i,o[i],itemPath,o];
        if (o[i] !== null && typeof(o[i])=="object") {
            //going one step down in the object tree!!
            yield* traverse(o[i],itemPath);
        }
    }
}

//that's all... no magic, no bloated framework
for(var [key, value, path, parent] of traverse({ 
    foo:"bar",
    arr:[1,2,3],
    subo: {
        foo2:"bar2"
    }
})) {
  // do something here with each key and value
  console.log(key, value, path, parent);
}

EDIT: This edited answer solves infinite looping traversals.

Stopping Pesky Infinite Object Traversals

This edited answer still provides one of the added benefits of my original answer which allows you to use the provided generator function in order to use a cleaner and simple iterable interface (think using for of loops as in for(var a of b) where b is an iterable and a is an element of the iterable). By using the generator function along with being a simpler api it also helps with code reuse by making it so you don't have to repeat the iteration logic everywhere you want to iterate deeply on an object's properties and it also makes it possible to break out of the loop if you would like to stop iteration earlier.

One thing that I notice that has not been addressed and that isn't in my original answer is that you should be careful traversing arbitrary (i.e. any "random" set of) objects, because JavaScript objects can be self referencing. This creates the opportunity to have infinite looping traversals. Unmodified JSON data however cannot be self referencing, so if you are using this particular subset of JS objects you don't have to worry about infinite looping traversals and you can refer to my original answer or other answers. Here is an example of a non-ending traversal (note it is not a runnable piece of code, because otherwise it would crash your browser tab).

Also in the generator object in my edited example I opted to use Object.keys instead of for in which iterates only non-prototype keys on the object. You can swap this out yourself if you want the prototype keys included. See my original answer section below for both implementations with Object.keys and for in.

Worse - This will infinite loop on self-referential objects:

function* traverse(o, path=[]) {
    for (var i of Object.keys(o)) {
        const itemPath = path.concat(i);
        yield [i,o[i],itemPath, o]; 
        if (o[i] !== null && typeof(o[i])=="object") {
            //going one step down in the object tree!!
            yield* traverse(o[i], itemPath);
        }
    }
}

//your object
var o = { 
    foo:"bar",
    arr:[1,2,3],
    subo: {
        foo2:"bar2"
    }
};

// this self-referential property assignment is the only real logical difference 
// from the above original example which ends up making this naive traversal 
// non-terminating (i.e. it makes it infinite loop)
o.o = o;

//that's all... no magic, no bloated framework
for(var [key, value, path, parent] of traverse(o)) {
  // do something here with each key and value
  console.log(key, value, path, parent);
}

To save yourself from this you can add a set within a closure, so that when the function is first called it starts to build a memory of the objects it has seen and does not continue iteration once it comes across an already seen object. The below code snippet does that and thus handles infinite looping cases.

Better - This will not infinite loop on self-referential objects:

function* traverse(o) {
  const memory = new Set();
  function * innerTraversal (o, path=[]) {
    if(memory.has(o)) {
      // we've seen this object before don't iterate it
      return;
    }
    // add the new object to our memory.
    memory.add(o);
    for (var i of Object.keys(o)) {
      const itemPath = path.concat(i);
      yield [i,o[i],itemPath, o]; 
      if (o[i] !== null && typeof(o[i])=="object") {
        //going one step down in the object tree!!
        yield* innerTraversal(o[i], itemPath);
      }
    }
  }
  yield* innerTraversal(o);
}

//your object
var o = { 
  foo:"bar",
  arr:[1,2,3],
  subo: {
    foo2:"bar2"
  }
};

/// this self-referential property assignment is the only real logical difference 
// from the above original example which makes more naive traversals 
// non-terminating (i.e. it makes it infinite loop)
o.o = o;
    
console.log(o);
//that's all... no magic, no bloated framework
for(var [key, value, path, parent] of traverse(o)) {
  // do something here with each key and value
  console.log(key, value, path, parent);
}

---

EDIT: All above examples in this answer have been edited to include a new path variable yielded from the iterator as per @supersan's request. The path variable is an array of strings where each string in the array represents each key that was accessed to get to the resulting iterated value from the original source object. The path variable can be fed into lodash's get function/method. Or you could write your own version of lodash's get which handles only arrays like so:

function get (object, path) {
  return path.reduce((obj, pathItem) => obj ? obj[pathItem] : undefined, object);
}

const example = {a: [1,2,3], b: 4, c: { d: ["foo"] }};
// these paths exist on the object
console.log(get(example, ["a", "0"]));
console.log(get(example, ["c", "d", "0"]));
console.log(get(example, ["b"]));
// these paths do not exist on the object
console.log(get(example, ["e", "f", "g"]));
console.log(get(example, ["b", "f", "g"]));

You could also make a set function like so:

function set (object, path, value) {
    const obj = path.slice(0,-1).reduce((obj, pathItem) => obj ? obj[pathItem] : undefined, object)
    if(obj && obj[path[path.length - 1]]) {
        obj[path[path.length - 1]] = value;
    }
    return object;
}

const example = {a: [1,2,3], b: 4, c: { d: ["foo"] }};
// these paths exist on the object
console.log(set(example, ["a", "0"], 2));
console.log(set(example, ["c", "d", "0"], "qux"));
console.log(set(example, ["b"], 12));
// these paths do not exist on the object
console.log(set(example, ["e", "f", "g"], false));
console.log(set(example, ["b", "f", "g"], null));

EDIT Sep. 2020: I added a parent for quicker access of the previous object. This could allow you to more quickly build a reverse traverser. Also you could always modify the traversal algorithm to do breadth first search instead of depth first which is actually probably more predictable in fact here's a TypeScript version with Breadth First Search. Since this is a JavaScript question I'll put the JS version here:

var TraverseFilter;
(function (TraverseFilter) {
    /** prevents the children from being iterated. */
    TraverseFilter["reject"] = "reject";
})(TraverseFilter || (TraverseFilter = {}));
function* traverse(o) {
    const memory = new Set();
    function* innerTraversal(root) {
        const queue = [];
        queue.push([root, []]);
        while (queue.length > 0) {
            const [o, path] = queue.shift();
            if (memory.has(o)) {
                // we've seen this object before don't iterate it
                continue;
            }
            // add the new object to our memory.
            memory.add(o);
            for (var i of Object.keys(o)) {
                const item = o[i];
                const itemPath = path.concat([i]);
                const filter = yield [i, item, itemPath, o];
                if (filter === TraverseFilter.reject)
                    continue;
                if (item !== null && typeof item === "object") {
                    //going one step down in the object tree!!
                    queue.push([item, itemPath]);
                }
            }
        }
    }
    yield* innerTraversal(o);
}
//your object
var o = {
    foo: "bar",
    arr: [1, 2, 3],
    subo: {
        foo2: "bar2"
    }
};
/// this self-referential property assignment is the only real logical difference
// from the above original example which makes more naive traversals
// non-terminating (i.e. it makes it infinite loop)
o.o = o;
//that's all... no magic, no bloated framework
for (const [key, value, path, parent] of traverse(o)) {
    // do something here with each key and value
    console.log(key, value, path, parent);
}

Answer 6

Depends on what you want to do. Here's an example of traversing a JavaScript object tree, printing keys and values as it goes:

function js_traverse(o) {
    var type = typeof o 
    if (type == "object") {
        for (var key in o) {
            print("key: ", key)
            js_traverse(o[key])
        }
    } else {
        print(o)
    }
}

js> foobar = {foo: "bar", baz: "quux", zot: [1, 2, 3, {some: "hash"}]}
[object Object]
js> js_traverse(foobar)                 
key:  foo
bar
key:  baz
quux
key:  zot
key:  0
1
key:  1
2
key:  2
3
key:  3
key:  some
hash

Answer 7

If you're traversing an actual JSON string then you can use a reviver function.

function traverse (json, callback) {
  JSON.parse(json, function (key, value) {
    if (key !== '') {
      callback.call(this, key, value)
    }
    return value
  })
}

traverse('{"a":{"b":{"c":{"d":1}},"e":{"f":2}}}', function (key, value) {
  console.log(arguments)
})

When traversing an object:

function traverse (obj, callback, trail) {
  trail = trail || []

  Object.keys(obj).forEach(function (key) {
    var value = obj[key]

    if (Object.getPrototypeOf(value) === Object.prototype) {
      traverse(value, callback, trail.concat(key))
    } else {
      callback.call(obj, key, value, trail)
    }
  })
}

traverse({a: {b: {c: {d: 1}}, e: {f: 2}}}, function (key, value, trail) {
  console.log(arguments)
})

Answer 8

I wanted to use the perfect solution of @TheHippo in an anonymous function, without use of process and trigger functions. The following worked for me, sharing for novice programmers like myself.

(function traverse(o) {
    for (var i in o) {
        console.log('key : ' + i + ', value: ' + o[i]);

        if (o[i] !== null && typeof(o[i])=="object") {
            //going on step down in the object tree!!
            traverse(o[i]);
        }
    }
  })
  (json);

Answer 9

Most Javascript engines do not optimize tail recursion (this might not be an issue if your JSON isn't deeply nested), but I usually err on the side of caution and do iteration instead, e.g.

function traverse(o, fn) {
    const stack = [o]

    while (stack.length) {
        const obj = stack.shift()

        Object.keys(obj).forEach((key) => {
            fn(key, obj[key], obj)
            if (obj[key] instanceof Object) {
                stack.unshift(obj[key])
                return
            }
        })
    }
}

const o = {
    name: 'Max',
    legal: false,
    other: {
        name: 'Maxwell',
        nested: {
            legal: true
        }
    }
}

const fx = (key, value, obj) => console.log(key, value)
traverse(o, fx)

Answer 10

My Script:

op_needed = [];
callback_func = function(val) {
  var i, j, len;
  results = [];
  for (j = 0, len = val.length; j < len; j++) {
    i = val[j];
    if (i['children'].length !== 0) {
      call_func(i['children']);
    } else {
      op_needed.push(i['rel_path']);
    }
  }
  return op_needed;
};

Input JSON:

[
    {
        "id": null, 
        "name": "output",   
        "asset_type_assoc": [], 
        "rel_path": "output",
        "children": [
            {
                "id": null, 
                "name": "output",   
                "asset_type_assoc": [], 
                "rel_path": "output/f1",
                "children": [
                    {
                        "id": null, 
                        "name": "v#",
                        "asset_type_assoc": [], 
                        "rel_path": "output/f1/ver",
                        "children": []
                    }
                ]
            }
       ]
   }
]

Function Call:

callback_func(inp_json);

Output as per my Need:

["output/f1/ver"]

Answer 11

var test = {
    depth00: {
        depth10: 'string'
        , depth11: 11
        , depth12: {
            depth20:'string'
            , depth21:21
        }
        , depth13: [
            {
                depth22:'2201'
                , depth23:'2301'
            }
            , {
                depth22:'2202'
                , depth23:'2302'
            }
        ]
    }
    ,depth01: {
        depth10: 'string'
        , depth11: 11
        , depth12: {
            depth20:'string'
            , depth21:21
        }
        , depth13: [
            {
                depth22:'2201'
                , depth23:'2301'
            }
            , {
                depth22:'2202'
                , depth23:'2302'
            }
        ]
    }
    , depth02: 'string'
    , dpeth03: 3
};


function traverse(result, obj, preKey) {
    if(!obj) return [];
    if (typeof obj == 'object') {
        for(var key in obj) {
            traverse(result, obj[key], (preKey || '') + (preKey ? '[' +  key + ']' : key))
        }
    } else {
        result.push({
            key: (preKey || '')
            , val: obj
        });
    }
    return result;
}

document.getElementById('textarea').value = JSON.stringify(traverse([], test), null, 2);

<textarea style="width:100%;height:600px;" id="textarea"></textarea>

Answer 12

I've created library to traverse and edit deep nested JS objects. Check out API here: https://github.com/dominik791

You can also play with the library interactively using demo app: https://dominik791.github.io/obj-traverse-demo/

Examples of usage: You should always have root object which is the first parameter of each method:

var rootObj = {
  name: 'rootObject',
  children: [
    {
      'name': 'child1',
       children: [ ... ]
    },
    {
       'name': 'child2',
       children: [ ... ]
    }
  ]
};

The second parameter is always the name of property that holds nested objects. In above case it would be 'children'.

The third parameter is an object that you use to find object/objects that you want to find/modify/delete. For example if you're looking for object with id equal to 1, then you will pass { id: 1} as the third parameter.

And you can:

1. findFirst(rootObj, 'children', { id: 1 }) to find first object with id === 1
2. findAll(rootObj, 'children', { id: 1 }) to find all objects with id === 1
3. findAndDeleteFirst(rootObj, 'children', { id: 1 }) to delete first matching object
4. findAndDeleteAll(rootObj, 'children', { id: 1 }) to delete all matching objects

replacementObj is used as the last parameter in two last methods:

1. findAndModifyFirst(rootObj, 'children', { id: 1 }, { id: 2, name: 'newObj'}) to change first found object with id === 1 to the { id: 2, name: 'newObj'}
2. findAndModifyAll(rootObj, 'children', { id: 1 }, { id: 2, name: 'newObj'}) to change all objects with id === 1 to the { id: 2, name: 'newObj'}

Answer 13

We use object-scan for many data processing tasks. It's powerful once you wrap your head around it. Here is how you could do basic traversal

// const objectScan = require('object-scan');

const obj = { foo: 'bar', arr: [1, 2, 3], subo: { foo2: 'bar2' } };

objectScan(['**'], {
  reverse: false,
  filterFn: ({ key, value }) => {
    console.log(key, value);
  }
})(obj);
// => [ 'foo' ] bar
// => [ 'arr', 0 ] 1
// => [ 'arr', 1 ] 2
// => [ 'arr', 2 ] 3
// => [ 'arr' ] [ 1, 2, 3 ]
// => [ 'subo', 'foo2' ] bar2
// => [ 'subo' ] { foo2: 'bar2' }

.as-console-wrapper {max-height: 100% !important; top: 0}

<script src="https://bundle.run/object-scan@13.8.0"></script>

Disclaimer: I'm the author of object-scan

Answer 14

This Will read All Nodes to a map.

function readJsonFile() {
    let jsonString = getValueById("testDataContent");
    let jsonObj = JSON.parse(jsonString);
    let jsonElements = [];
    jsonElements = traverse(jsonObj, jsonElements);
    console.log(jsonElements)
}

function traverse(jsonObj, jsonElements) {
    if (jsonObj !== null && typeof jsonObj == "object") {
        Object.entries(jsonObj).forEach(([key, value]) => {
            
            if (typeof value == "object") {
                var obj = [];
                let map = new Map();
                map.set(key, traverse(value, obj))
                jsonElements.push(map);
            } else {
                var obj = [];
                obj.key = key;
                obj.value = value;
                jsonElements.push(obj);
            }
        });
    } else {

    }
    return jsonElements;
}

Answer 15

You can get all keys / values and preserve the hierarchy with this

// get keys of an object or array
function getkeys(z){
  var out=[]; 
  for(var i in z){out.push(i)};
  return out;
}

// print all inside an object
function allInternalObjs(data, name) {
  name = name || 'data';
  return getkeys(data).reduce(function(olist, k){
    var v = data[k];
    if(typeof v === 'object') { olist.push.apply(olist, allInternalObjs(v, name + '.' + k)); }
    else { olist.push(name + '.' + k + ' = ' + v); }
    return olist;
  }, []);
}

// run with this
allInternalObjs({'a':[{'b':'c'},{'d':{'e':5}}],'f':{'g':'h'}}, 'ob')

This is a modification on (https://stackoverflow.com/a/25063574/1484447)

Answer 16

             var localdata = [{''}]// Your json array
              for (var j = 0; j < localdata.length; j++) 
               {$(localdata).each(function(index,item)
                {
                 $('#tbl').append('<tr><td>' + item.FirstName +'</td></tr>);
                 }

Answer 17

The best solution for me was the following:

simple and without using any framework

    var doSomethingForAll = function (arg) {
       if (arg != undefined && arg.length > 0) {
            arg.map(function (item) {
                  // do something for item
                  doSomethingForAll (item.subitem)
             });
        }
     }