按数组中的对象分组最有效的方法是什么?
例如,给定此对象数组:
[
{ Phase: "Phase 1", Step: "Step 1", Task: "Task 1", Value: "5" },
{ Phase: "Phase 1", Step: "Step 1", Task: "Task 2", Value: "10" },
{ Phase: "Phase 1", Step: "Step 2", Task: "Task 1", Value: "15" },
{ Phase: "Phase 1", Step: "Step 2", Task: "Task 2", Value: "20" },
{ Phase: "Phase 2", Step: "Step 1", Task: "Task 1", Value: "25" },
{ Phase: "Phase 2", Step: "Step 1", Task: "Task 2", Value: "30" },
{ Phase: "Phase 2", Step: "Step 2", Task: "Task 1", Value: "35" },
{ Phase: "Phase 2", Step: "Step 2", Task: "Task 2", Value: "40" }
]
我正在表格中显示这些信息。我想通过不同的方法进行分组,但我想对值求和。
我将Undercore.js用于其groupby函数,这很有用,但并不能完成全部任务,因为我不希望它们“拆分”,而是“合并”,更像SQL groupby方法。
我要找的是能够合计特定值(如果需要)。
因此,如果我按阶段分组,我希望收到:
[
{ Phase: "Phase 1", Value: 50 },
{ Phase: "Phase 2", Value: 130 }
]
如果我组了阶段/步骤,我会收到:
[
{ Phase: "Phase 1", Step: "Step 1", Value: 15 },
{ Phase: "Phase 1", Step: "Step 2", Value: 35 },
{ Phase: "Phase 2", Step: "Step 1", Value: 55 },
{ Phase: "Phase 2", Step: "Step 2", Value: 75 }
]
是否有一个有用的脚本,或者我应该坚持使用Undercore.js,然后遍历生成的对象,自己计算总数?
使用ES6的简单解决方案:
该方法有一个返回模型,可以比较n个财产。
const compareKey = (item, key, compareItem) => {
return item[key] === compareItem[key]
}
const handleCountingRelatedItems = (listItems, modelCallback, compareKeyCallback) => {
return listItems.reduce((previousValue, currentValue) => {
if (Array.isArray(previousValue)) {
const foundIndex = previousValue.findIndex(item => compareKeyCallback(item, currentValue))
if (foundIndex > -1) {
const count = previousValue[foundIndex].count + 1
previousValue[foundIndex] = modelCallback(currentValue, count)
return previousValue
}
return [...previousValue, modelCallback(currentValue, 1)]
}
if (compareKeyCallback(previousValue, currentValue)) {
return [modelCallback(currentValue, 2)]
}
return [modelCallback(previousValue, 1), modelCallback(currentValue, 1)]
})
}
const itemList = [
{ type: 'production', human_readable: 'Production' },
{ type: 'test', human_readable: 'Testing' },
{ type: 'production', human_readable: 'Production' }
]
const model = (currentParam, count) => ({
label: currentParam.human_readable,
type: currentParam.type,
count
})
const compareParameter = (item, compareValue) => {
const isTypeEqual = compareKey(item, 'type', compareValue)
return isTypeEqual
}
const result = handleCountingRelatedItems(itemList, model, compareParameter)
console.log('Result: \n', result)
/** Result:
[
{ label: 'Production', type: 'production', count: 2 },
{ label: 'Testing', type: 'testing', count: 1 }
]
*/
发帖是因为即使这个问题已经7年了,我仍然没有看到一个符合原始标准的答案:
我不希望它们“拆分”,而是“合并”,更像SQL组方法
我最初发表这篇文章是因为我想找到一种方法来减少对象数组(例如,当您从csv中读取时创建的数据结构),并通过给定索引聚合以生成相同的数据结构。我正在寻找的返回值是另一个对象数组,而不是我在这里看到的嵌套对象或映射。
下面的函数获取一个数据集(对象数组)、一个索引列表(数组)和一个reducer函数,并将reducer功能应用于索引的结果作为一个对象数组返回。
function agg(data, indices, reducer) {
// helper to create unique index as an array
function getUniqueIndexHash(row, indices) {
return indices.reduce((acc, curr) => acc + row[curr], "");
}
// reduce data to single object, whose values will be each of the new rows
// structure is an object whose values are arrays
// [{}] -> {{}}
// no operation performed, simply grouping
let groupedObj = data.reduce((acc, curr) => {
let currIndex = getUniqueIndexHash(curr, indices);
// if key does not exist, create array with current row
if (!Object.keys(acc).includes(currIndex)) {
acc = {...acc, [currIndex]: [curr]}
// otherwise, extend the array at currIndex
} else {
acc = {...acc, [currIndex]: acc[currIndex].concat(curr)};
}
return acc;
}, {})
// reduce the array into a single object by applying the reducer
let reduced = Object.values(groupedObj).map(arr => {
// for each sub-array, reduce into single object using the reducer function
let reduceValues = arr.reduce(reducer, {});
// reducer returns simply the aggregates - add in the indices here
// each of the objects in "arr" has the same indices, so we take the first
let indexObj = indices.reduce((acc, curr) => {
acc = {...acc, [curr]: arr[0][curr]};
return acc;
}, {});
reduceValues = {...indexObj, ...reduceValues};
return reduceValues;
});
return reduced;
}
我将创建一个返回count(*)和sum(Value)的reducer:
reducer = (acc, curr) => {
acc.count = 1 + (acc.count || 0);
acc.value = +curr.Value + (acc.value|| 0);
return acc;
}
最后,使用我们的reducer将agg函数应用于原始数据集会生成一个应用了适当聚合的对象数组:
agg(tasks, ["Phase"], reducer);
// yields:
Array(2) [
0: Object {Phase: "Phase 1", count: 4, value: 50}
1: Object {Phase: "Phase 2", count: 4, value: 130}
]
agg(tasks, ["Phase", "Step"], reducer);
// yields:
Array(4) [
0: Object {Phase: "Phase 1", Step: "Step 1", count: 2, value: 15}
1: Object {Phase: "Phase 1", Step: "Step 2", count: 2, value: 35}
2: Object {Phase: "Phase 2", Step: "Step 1", count: 2, value: 55}
3: Object {Phase: "Phase 2", Step: "Step 2", count: 2, value: 75}
]
我从underscore.js fiddler那里借用了这个方法
window.helpers=(function (){
var lookupIterator = function(value) {
if (value == null){
return function(value) {
return value;
};
}
if (typeof value === 'function'){
return value;
}
return function(obj) {
return obj[value];
};
},
each = function(obj, iterator, context) {
var breaker = {};
if (obj == null) return obj;
if (Array.prototype.forEach && obj.forEach === Array.prototype.forEach) {
obj.forEach(iterator, context);
} else if (obj.length === +obj.length) {
for (var i = 0, length = obj.length; i < length; i++) {
if (iterator.call(context, obj[i], i, obj) === breaker) return;
}
} else {
var keys = []
for (var key in obj) if (Object.prototype.hasOwnProperty.call(obj, key)) keys.push(key)
for (var i = 0, length = keys.length; i < length; i++) {
if (iterator.call(context, obj[keys[i]], keys[i], obj) === breaker) return;
}
}
return obj;
},
// An internal function used for aggregate "group by" operations.
group = function(behavior) {
return function(obj, iterator, context) {
var result = {};
iterator = lookupIterator(iterator);
each(obj, function(value, index) {
var key = iterator.call(context, value, index, obj);
behavior(result, key, value);
});
return result;
};
};
return {
groupBy : group(function(result, key, value) {
Object.prototype.hasOwnProperty.call(result, key) ? result[key].push(value) : result[key] = [value];
})
};
})();
var arr=[{a:1,b:2},{a:1,b:3},{a:1,b:1},{a:1,b:2},{a:1,b:3}];
console.dir(helpers.groupBy(arr,"b"));
console.dir(helpers.groupBy(arr,function (el){
return el.b>2;
}));