我有两个对象:oldObj和newObj。

oldObj中的数据用于填充表单,而newObj是用户更改该表单中的数据并提交的结果。

这两个物体都很深。它们具有对象或对象数组等属性-它们可以有n层深,因此diff算法需要递归。

现在我不仅需要弄清楚从oldObj到newObj更改了什么(如添加/更新/删除),而且还需要知道如何最好地表示它。

到目前为止,我的想法只是构建一个通用的deepdiffbetweenobjects方法,该方法将返回窗体上的对象{add:{…},upd:{…},del:{…但我转念一想:以前一定有人需要它。

所以…有没有人知道一个库或一段代码可以做到这一点,并且可能有更好的方式来表示差异(以一种仍然是JSON可序列化的方式)?

更新:

我想到了一个更好的方法来表示更新的数据,通过使用与newObj相同的对象结构,但将所有属性值转换为窗体上的对象:

{type: '<update|create|delete>', data: <propertyValue>}

如果newObj。prop1 = 'new value'和oldObj。prop1 = 'old value'它将设置returnbj。Prop1 = {type: 'update', data: 'new value'}

更新2:

当我们处理数组的属性时,它会变得非常麻烦,因为数组[1,2,3]应该被计算为等于[2,3,1],这对于基于值的类型的数组(如string, int和bool)来说足够简单,但是当涉及到引用类型的数组(如对象和数组)时就很难处理了。

数组的示例应该是相等的:

[1,[{c: 1},2,3],{a:'hey'}] and [{a:'hey'},1,[3,{c: 1},2]]

不仅要检查这种类型的深度值相等相当复杂,而且要找出一种表示可能发生的变化的好方法。


当前回答

这是在gisthub上找到的一个修改版本。

isNullBlankOrUndefined = function (o) {
    return (typeof o === "undefined" || o == null || o === "");
}

/**
 * Deep diff between two object, using lodash
 * @param  {Object} object Object compared
 * @param  {Object} base   Object to compare with
 * @param  {Object} ignoreBlanks will not include properties whose value is null, undefined, etc.
 * @return {Object}        Return a new object who represent the diff
 */
objectDifference = function (object, base, ignoreBlanks = false) {
    if (!lodash.isObject(object) || lodash.isDate(object)) return object            // special case dates
    return lodash.transform(object, (result, value, key) => {
        if (!lodash.isEqual(value, base[key])) {
            if (ignoreBlanks && du.isNullBlankOrUndefined(value) && isNullBlankOrUndefined( base[key])) return;
            result[key] = lodash.isObject(value) && lodash.isObject(base[key]) ? objectDifference(value, base[key]) : value;
        }
    });
}

其他回答

我采用@sbgoran上面的答案,并根据我的情况修改了它,以将数组视为集合(即顺序对于diff不重要)

const deepDiffMapper = function () {
return {
  VALUE_CREATED: "created",
  VALUE_UPDATED: "updated",
  VALUE_DELETED: "deleted",
  VALUE_UNCHANGED: "unchanged",
  map: function(obj1: any, obj2: any) {
    if (this.isFunction(obj1) || this.isFunction(obj2)) {
      throw "Invalid argument. Function given, object expected.";
    }
    if (this.isValue(obj1) || this.isValue(obj2)) {
      return {
        type: this.compareValues(obj1, obj2),
        data: obj2 === undefined ? obj1 : obj2
      };
    }

    if (this.isArray(obj1) || this.isArray(obj2)) {
      return {
        type: this.compareArrays(obj1, obj2),
        data: this.getArrayDiffData(obj1, obj2)
      };
    }

    const diff: any = {};
    for (const key in obj1) {

      if (this.isFunction(obj1[key])) {
        continue;
      }

      let value2 = undefined;
      if (obj2[key] !== undefined) {
        value2 = obj2[key];
      }

      diff[key] = this.map(obj1[key], value2);
    }
    for (const key in obj2) {
      if (this.isFunction(obj2[key]) || diff[key] !== undefined) {
        continue;
      }

      diff[key] = this.map(undefined, obj2[key]);
    }

    return diff;

  },

  getArrayDiffData: function(arr1: Array<any>, arr2: Array<any>) {
    const set1 = new Set(arr1);
    const set2 = new Set(arr2);

    if (arr1 === undefined || arr2 === undefined) {
       return arr1 === undefined ? arr1 : arr2;
    }
    const deleted = [...arr1].filter(x => !set2.has(x));

    const added = [...arr2].filter(x => !set1.has(x));

    return {
      added, deleted
    };

  },

  compareArrays: function(arr1: Array<any>, arr2: Array<any>) {
    const set1 = new Set(arr1);
    const set2 = new Set(arr2);
    if (_.isEqual(_.sortBy(arr1), _.sortBy(arr2))) {
      return this.VALUE_UNCHANGED;
    }
    if (arr1 === undefined) {
      return this.VALUE_CREATED;
    }
    if (arr2 === undefined) {
      return this.VALUE_DELETED;
    }
    return this.VALUE_UPDATED;
  },
  compareValues: function (value1: any, value2: any) {
    if (value1 === value2) {
      return this.VALUE_UNCHANGED;
    }
    if (this.isDate(value1) && this.isDate(value2) && value1.getTime() === value2.getTime()) {
      return this.VALUE_UNCHANGED;
    }
    if (value1 === undefined) {
      return this.VALUE_CREATED;
    }
    if (value2 === undefined) {
      return this.VALUE_DELETED;
    }
    return this.VALUE_UPDATED;
  },
  isFunction: function (x: any) {
    return Object.prototype.toString.call(x) === "[object Function]";
  },
  isArray: function (x: any) {
    return Object.prototype.toString.call(x) === "[object Array]";
  },
  isDate: function (x: any) {
    return Object.prototype.toString.call(x) === "[object Date]";
  },
  isObject: function (x: any) {
    return Object.prototype.toString.call(x) === "[object Object]";
  },
  isValue: function (x: any) {
    return !this.isObject(x) && !this.isArray(x);
  }
 };
}();

我在这里跌跌撞撞地试图寻找一种方法来区分两个对象之间的区别。这是我使用Lodash的解决方案:

// Get updated values (including new values)
var updatedValuesIncl = _.omitBy(curr, (value, key) => _.isEqual(last[key], value));

// Get updated values (excluding new values)
var updatedValuesExcl = _.omitBy(curr, (value, key) => (!_.has(last, key) || _.isEqual(last[key], value)));

// Get old values (by using updated values)
var oldValues = Object.keys(updatedValuesIncl).reduce((acc, key) => { acc[key] = last[key]; return acc; }, {});

// Get newly added values
var newCreatedValues = _.omitBy(curr, (value, key) => _.has(last, key));

// Get removed values
var deletedValues = _.omitBy(last, (value, key) => _.has(curr, key));

// Then you can group them however you want with the result

Code snippet below: var last = { "authed": true, "inForeground": true, "goodConnection": false, "inExecutionMode": false, "online": true, "array": [1, 2, 3], "deep": { "nested": "value", }, "removed": "value", }; var curr = { "authed": true, "inForeground": true, "deep": { "nested": "changed", }, "array": [1, 2, 4], "goodConnection": true, "inExecutionMode": false, "online": false, "new": "value" }; // Get updated values (including new values) var updatedValuesIncl = _.omitBy(curr, (value, key) => _.isEqual(last[key], value)); // Get updated values (excluding new values) var updatedValuesExcl = _.omitBy(curr, (value, key) => (!_.has(last, key) || _.isEqual(last[key], value))); // Get old values (by using updated values) var oldValues = Object.keys(updatedValuesIncl).reduce((acc, key) => { acc[key] = last[key]; return acc; }, {}); // Get newly added values var newCreatedValues = _.omitBy(curr, (value, key) => _.has(last, key)); // Get removed values var deletedValues = _.omitBy(last, (value, key) => _.has(curr, key)); console.log('oldValues', JSON.stringify(oldValues)); console.log('updatedValuesIncl', JSON.stringify(updatedValuesIncl)); console.log('updatedValuesExcl', JSON.stringify(updatedValuesExcl)); console.log('newCreatedValues', JSON.stringify(newCreatedValues)); console.log('deletedValues', JSON.stringify(deletedValues)); <script src="https://cdnjs.cloudflare.com/ajax/libs/lodash.js/4.17.15/lodash.js"></script>

2022年更新:

我想出了一个非常简单的算法来解决大多数边缘情况:

使物体变平 简单地比较两个扁平对象并创建一个扁平的diff对象 平展diff对象

如果你保存了被压平的物体,你就可以重复使用它,并在你真正需要的时候进行“反压平…”

let oldObject = {var1:'value1', var2:{ var1:'value1', var2:'value2'},var3:'value3'};
let newObject = {var2:{ var1:'value11', var3:'value3'},var3:'value3'};

let flatOldObject = flattenObject(oldObject)
/*
{
 'var1':'value1',
 'var2.var1':'value1',
 'var2.var2':'value2',
 'var3':'value3' 
}
*/
let flatNewObject = flattenObject(newObject)
/*
{
 'var2.var1':'value11',
 'var2.var3':'value3',
 'var3':'value3'
}
*/
let flatDiff = diffFlatten(flatOldObject, flatNewObject)
let [updated,removed] = flatDiff
/*
updated = {
 'var2.var1':'value11',
 'var2.var3':'value3'
}
removed = {
'var1':'value1'
}
*/

当然,您可以为这些步骤提供您的实现。但我的想法是:

实现

function flattenObject(obj) {
 const object = Object.create(null);
 const path = [];
 const isObject = (value) => Object(value) === value;

 function dig(obj) {
  for (let [key, value] of Object.entries(obj)) {
    path.push(key);
    if (isObject(value)) dig(value);
    else object[path.join('.')] = value;
    path.pop();
  }
 }

 dig(obj);
 return object;
}
function diffFlatten(oldFlat, newFlat) {
    const updated = Object.assign({}, oldFlat);
    const removed = Object.assign({}, newFlat);

    /**delete the unUpdated keys*/
    for (let key in newFlat) {
        if (newFlat[key] === oldFlat[key]) {
             delete updated[key];
             delete removed[key];
        }
    }

    return [updated, removed];

}
function unflatenObject(flattenObject) {
    const unFlatten = Object.create(null);
    for (let [stringKeys, value] of Object.entries(flattenObject)) {
        let chain = stringKeys.split('.')
        let object = unFlatten

        for (let [i, key] of chain.slice(0, -1).entries()) {
            if (!object[key]) {
                let needArray = Number.isInteger(Number(chain[+i + 1]))
                object[key] = needArray ? [] : Object.create(null)
            }
            object = object[key];
        }
        let lastkey = chain.pop();
        object[lastkey] = value;
    }
    return unFlatten;
}
const diff = require("deep-object-diff").diff;
let differences = diff(obj2, obj1);

有一个每周下载量超过50万的npm模块:https://www.npmjs.com/package/deep-object-diff

我喜欢对象式的差异表示-特别是当它形成时,很容易看到结构。

const diff = require("deep-object-diff").diff;

const lhs = {
  foo: {
    bar: {
      a: ['a', 'b'],
      b: 2,
      c: ['x', 'y'],
      e: 100 // deleted
    }
  },
  buzz: 'world'
};

const rhs = {
  foo: {
    bar: {
      a: ['a'], // index 1 ('b')  deleted
      b: 2, // unchanged
      c: ['x', 'y', 'z'], // 'z' added
      d: 'Hello, world!' // added
    }
  },
  buzz: 'fizz' // updated
};

console.log(diff(lhs, rhs)); // =>
/*
{
  foo: {
    bar: {
      a: {
        '1': undefined
      },
      c: {
        '2': 'z'
      },
      d: 'Hello, world!',
      e: undefined
    }
  },
  buzz: 'fizz'
}
*/

使用下划线,一个简单的差异:

var o1 = {a: 1, b: 2, c: 2},
    o2 = {a: 2, b: 1, c: 2};

_.omit(o1, function(v,k) { return o2[k] === v; })

o1中对应但o2值不同的部分的结果:

{a: 1, b: 2}

如果是深差的话就不一样了

function diff(a,b) {
    var r = {};
    _.each(a, function(v,k) {
        if(b[k] === v) return;
        // but what if it returns an empty object? still attach?
        r[k] = _.isObject(v)
                ? _.diff(v, b[k])
                : v
            ;
        });
    return r;
}

正如@Juhana在评论中指出的那样,上面只是一个diff a- >b,并且不可逆(这意味着b中的额外属性将被忽略)。用a——>b——>a代替:

(function(_) {
  function deepDiff(a, b, r) {
    _.each(a, function(v, k) {
      // already checked this or equal...
      if (r.hasOwnProperty(k) || b[k] === v) return;
      // but what if it returns an empty object? still attach?
      r[k] = _.isObject(v) ? _.diff(v, b[k]) : v;
    });
  }

  /* the function */
  _.mixin({
    diff: function(a, b) {
      var r = {};
      deepDiff(a, b, r);
      deepDiff(b, a, r);
      return r;
    }
  });
})(_.noConflict());

完整的示例+tests+mixins请参见http://jsfiddle.net/drzaus/9g5qoxwj/