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multi level group by, lodash, collections
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const _ = require('lodash') | |
function genrows(groups, groupKey) { | |
return _.toPairs(groups) | |
.map(([key, data]) => ({[groupKey]: key, data})) | |
} | |
function gengroups(arr, iteratee, key) { | |
const grouped = _.groupBy(arr, iteratee) | |
return genrows(grouped, key) | |
} | |
/** | |
* @typedef {Object} GroupByProp | |
* @prop {String=} key Grouping key | |
* @prop {String|Function} iteratee An iteratee for Lodash's groupBy | |
*/ | |
/** | |
* Group collection's data by multiple iteratees | |
* @param data | |
* @param {Array<String|GroupByProp>} props Array of group by objects or property names | |
* This parameter also can contain both property names and group by objects together | |
* @returns {Array} | |
*/ | |
function grouparray(data, props) { | |
let result = [{data}] | |
props.forEach((prop, i) => { | |
const key = prop.key || `k${i + 1}` | |
const iteratee = prop.iteratee || prop | |
result = _.flatten(result.map(row => { | |
return gengroups(row.data, iteratee, key) | |
.map(group => Object.assign({}, row, { | |
[key]: group[key], | |
data: group.data | |
})) | |
})) | |
}) | |
return _.flatten(result) | |
} | |
module.exports = grouparray |
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const assert = require('assert') | |
const _ = require('lodash') | |
const d = [ // test data | |
{x: 1, y: 1, z: 'a'}, | |
{x: 1, y: 1, z: 'b'}, | |
{x: 2, y: 1, z: 'c'}, | |
{x: 2, y: 2, z: 'd'}, | |
{x: 2, y: 3, z: 'e'}, | |
{x: 3, y: 1, z: 'f'} | |
] | |
const e = [ // expected result | |
{k1: 1, k2: 1, data: [{x: 1, y: 1, z: 'a'}, {x: 1, y: 1, z: 'b'}]}, | |
{k1: 2, k2: 1, data: [{x: 2, y: 1, z: 'c'}]}, | |
{k1: 2, k2: 2, data: [{x: 2, y: 2, z: 'd'}]}, | |
{k1: 2, k2: 3, data: [{x: 2, y: 3, z: 'e'}]}, | |
{k1: 3, k2: 1, data: [{x: 3, y: 1, z: 'f'}]} | |
] | |
function genrows(groups, groupKey) { | |
return _.toPairs(groups) | |
.map(([key, data]) => ({[groupKey]: key, data})) | |
} | |
function gengroups(arr, iteratee, key) { | |
const grouped = _.groupBy(arr, iteratee) | |
return genrows(grouped, key) | |
} | |
function grouparray(data, props) { | |
let result = [{data}] | |
props.map((prop, i) => { | |
const key = prop.key || `k${i + 1}` | |
const iteratee = prop.iteratee || prop | |
result = _.flatten(result.map(row => { | |
return gengroups(row.data, iteratee, key) | |
.map(group => Object.assign({}, row, { | |
[key]: group[key], | |
data: group.data | |
})) | |
})) | |
}) | |
return _.flatten(result) | |
} | |
console.log('final', grouparray(d, ['x', 'y'])) | |
// e[0].data[0].x = 274 | |
assert.deepEqual(grouparray(d, ['x', { | |
iteratee: (data) => data.y | |
}]), e) | |
console.log('deepEqual', true) | |
// console.log('expected full', JSON.stringify(e, null, ' ')) | |
// console.log('final full', JSON.stringify(grouparray(d, ['x', 'y']), null, ' ')) | |
const exptected = [ | |
{ | |
"k1": 1, | |
"k2": 1, | |
"data": [ | |
{ | |
"x": 1, | |
"y": 1, | |
"z": "a" | |
}, | |
{ | |
"x": 1, | |
"y": 1, | |
"z": "b" | |
} | |
] | |
}, | |
{ | |
"k1": 2, | |
"k2": 1, | |
"data": [ | |
{ | |
"x": 2, | |
"y": 1, | |
"z": "c" | |
} | |
] | |
}, | |
{ | |
"k1": 2, | |
"k2": 2, | |
"data": [ | |
{ | |
"x": 2, | |
"y": 2, | |
"z": "d" | |
} | |
] | |
}, | |
{ | |
"k1": 2, | |
"k2": 3, | |
"data": [ | |
{ | |
"x": 2, | |
"y": 3, | |
"z": "e" | |
} | |
] | |
}, | |
{ | |
"k1": 3, | |
"k2": 1, | |
"data": [ | |
{ | |
"x": 3, | |
"y": 1, | |
"z": "f" | |
} | |
] | |
} | |
] | |
const final = [ | |
{ | |
"data": [ | |
{ | |
"x": 1, | |
"y": 1, | |
"z": "a" | |
}, | |
{ | |
"x": 1, | |
"y": 1, | |
"z": "b" | |
} | |
], | |
"k1": "1", | |
"k2": "1" | |
}, | |
{ | |
"data": [ | |
{ | |
"x": 2, | |
"y": 1, | |
"z": "c" | |
} | |
], | |
"k1": "2", | |
"k2": "1" | |
}, | |
{ | |
"data": [ | |
{ | |
"x": 2, | |
"y": 2, | |
"z": "d" | |
} | |
], | |
"k1": "2", | |
"k2": "2" | |
}, | |
{ | |
"data": [ | |
{ | |
"x": 2, | |
"y": 3, | |
"z": "e" | |
} | |
], | |
"k1": "2", | |
"k2": "3" | |
}, | |
{ | |
"data": [ | |
{ | |
"x": 3, | |
"y": 1, | |
"z": "f" | |
} | |
], | |
"k1": "3", | |
"k2": "1" | |
} | |
] |
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