如何将嵌套对象数组转换为CSV?

时间:2016-12-07 21:57:31

标签: javascript recursion nested traversal

我有一个包含嵌套对象的数组,例如:

[
    {"name": "1", "children": [{"name": "1.1", "children":"1.2"}]},
    {"id": "2", "thing": [{"name": "2.1", "children":"2.2"}]},
    {"name": "3", "stuff": [{"name": "3.1", "children":"3.2"}]},
]

对象可以包含不同类型的值,包括其他嵌套对象。

我想将此数组转换为CSV格式。

我尝试使用for .. in循环,常规嵌套for循环,.map()和递归进行迭代。我认为递归可能是解决这个特定问题的唯一方法。对于CSV字段名称,我想使用导致该值的键序列。

对于给定的示例,我正在寻找的CSV结果是:

name, children.name, children.children,id, thing.name, thing.children,  stuff.name, stuff.children
1, 1.1, 1.2,
,,,2,2.1,2.2
3,,,,3,3.1,3.2

2 个答案:

答案 0 :(得分:5)

您可以使用此ES6功能创建您正在寻找的2D阵列,然后您可以轻松转换为CSV:



function pivot(arr) {
    var mp = new Map();
    
    function setValue(a, path, val) {
        if (Object(val) !== val) { // primitive value
            var pathStr = path.join('.');
            var i = (mp.has(pathStr) ? mp : mp.set(pathStr, mp.size)).get(pathStr);
            a[i] = val;
        } else {
            for (var key in val) {
                setValue(a, key == '0' ? path : path.concat(key), val[key]);
            }
        }
        return a;
    }
    
    var result = arr.map( obj => setValue([], [], obj) );
    return [[...mp.keys()], ...result];
}

function toCsv(arr) {
    return arr.map( row => 
        row.map ( val => isNaN(val) ? JSON.stringify(val) : +val ).join(',')
    ).join('\n');
}

// Sample data
var arr = [
    {"name": "1", "children": [{"name": "1.1", "children":"1.2"}]},
    {"id": "2", "thing": [{"name": "2.1", "children":"2.2"}]},
    {"name": "3", "stuff": [{"name": "3.1", "children":"3.2"}]},
];

// Conversion to 2D array and then to CSV:
console.log(toCsv(pivot(arr)));

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




有关将2D数组转换为CSV的其他方法,请参阅此Q&A

答案 1 :(得分:0)

这是ES5提案。

您可以迭代数组并在哈希表中收集密钥,然后将这些数据与间隙一起存储。

var data = [{ name: "1", children: [{ name: "1.1", children: "1.2" }] }, { id: "2", thing: [{ name: "2.1", children: "2.2" }] }, { name: "3", stuff: [{ name: "3.1", children: "3.2" }] }],
    csv = function (array) {
        var cols = [],
            collection = Object.create(null),
            i = -1,
            toCSV = function (v) { return isNaN(v)? JSON.stringify(v): v; },
            csv;

        array.forEach(function iter(path) {
            return function (o) {
                path.length || i++;
                Object.keys(o).forEach(function (k) {
                    if (Array.isArray(o[k])) {
                        o[k].forEach(iter(path.concat(k)));
                        return;
                    }
                    var key = path.concat(k).join('.');
                    if (!collection[key]) {
                        cols.push(key);
                        collection[key] = [];
                    }
                    collection[key][i] = o[k];
                });
            };
        }([]));

        csv = cols.map(toCSV).join() + '\n';
        for (i = 0; i < array.length; i++) {
            csv += cols.map(function (k) { return toCSV(collection[k][i]); }).join() + '\n';
        }
        return csv;
    }(data);

console.log(csv);