I have the array of dates and I want to group dates by year, month, week, day, 6h, 8h and 1h and sum value. for example, I have the following array:
const data = [
{ x: "2021-10-17T14:38:45.540Z", y: 2 },
{ x: "2021-09-16T14:36:46.540Z", y: 1 },
{ x: "2021-01-04T14:35:46.540Z", y: 2 },
{ x: "2021-01-01T14:30:46.540Z", y: 1 },
{ x: "2020-02-01T06:28:47.520Z", y: 12 },
{ x: "2020-02-01T07:28:47.520Z", y: 12 },
// ...
{ x: "2019-04-13T10:19:20.034Z", y: 20 },
// ...
{ x: "2018-01-01T09:09:19.134Z", y: 4 },
{ x: "2017-01-01T12:09:19.034Z", y: 11 },
{ x: "2016-01-02T12:10:20.034Z", y: 24 },
// ...
]
This is what I tried using momentjs and lodash Group array of object by date
for year I got this result and the problem some years like 2018 and 2016 is not displayed:
[
{
"color": "Blue",
"value": 6,
"label": "2021"
},
{
"color": "Blue",
"value": 24,
"label": "2020"
},
{
"color": "Blue",
"value": 1212,
"label": "2019"
},
{
"color": "Blue",
"value": 11,
"label": "2017"
}
]
Expected output for year:
[
{
"color": "Blue",
"value": 6,
"label": "2021"
},
{
"color": "Blue",
"value": 24,
"label": "2020"
},
{
"color": "Blue",
"value": 1212,
"label": "2019"
},
{
"color": "Blue",
"value": 10,
"label": "2018"
},
{
"color": "Blue",
"value": 11,
"label": "2017"
},
{
"color": "Blue",
"value": 48,
"label": "2016"
}
]
CodePudding user response:
This can be achieved with a standard 'group-by' using reduce, here accumulating into an object and returning an array using Object.values()
.
I've declared a simple get_date_parts
helper to parse the ISO date strings which should be ample for grouping, but you can use a Date object for more complicated label formats if need be.
Here is the year grouping, the pattern can be adapted to all your other groupings, though you'll need to do a little arithmetic to determine hour ranges.
const data = [{ x: '2021-10-17T14:38:45.540Z', y: 2 }, { x: '2021-09-16T14:36:46.540Z', y: 1 }, { x: '2021-01-04T14:35:46.540Z', y: 2 }, { x: '2021-01-01T14:30:46.540Z', y: 1 }, { x: '2020-02-01T06:28:47.520Z', y: 12 }, { x: '2020-02-01T07:28:47.520Z', y: 12 }, { x: '2019-04-13T10:19:20.034Z', y: 20 }, { x: '2018-01-01T09:09:19.134Z', y: 4 }, { x: '2017-01-01T12:09:19.034Z', y: 11 }, { x: '2016-01-02T12:10:20.034Z', y: 24 },];
function get_date_parts(iso_string) {
const [year, month, day, hr, min, sec] = iso_string.split(/\D/g);
return { year, month, day, hr, min, sec };
}
function group_by_year(arr) {
return Object.values(
arr.reduce((a, { x: date_string, y: value }) => {
const { year } = get_date_parts(date_string);
(a[year] ??= { color: 'Blue?', value: 0, label: year }).value = value;
return a;
}, {}),
);
}
const grouped_by_year = group_by_year(data).sort((a, b) => b.label - a.label);
console.log(grouped_by_year);
<iframe name="sif1" sandbox="allow-forms allow-modals allow-scripts" frameborder="0"></iframe>
or by month
const data = [{ x: '2021-10-17T14:38:45.540Z', y: 2 }, { x: '2021-09-16T14:36:46.540Z', y: 1 }, { x: '2021-01-04T14:35:46.540Z', y: 2 }, { x: '2021-01-01T14:30:46.540Z', y: 1 }, { x: '2020-02-01T06:28:47.520Z', y: 12 }, { x: '2020-02-01T07:28:47.520Z', y: 12 }, { x: '2019-04-13T10:19:20.034Z', y: 20 }, { x: '2018-01-01T09:09:19.134Z', y: 4 }, { x: '2017-01-01T12:09:19.034Z', y: 11 }, { x: '2016-01-02T12:10:20.034Z', y: 24 },];
function get_date_parts(iso_string) {
const [year, month, day, hr, min, sec] = iso_string.split(/\D/g);
return { year, month, day, hr, min, sec };
}
function group_by_month(arr) {
return Object.values(
arr.reduce((a, { x: date_string, y: value }) => {
const { year, month } = get_date_parts(date_string);
const key = `${year}/${month}`;
(a[key] ??= { color: 'Blue?', value: 0, label: key }).value = value;
return a;
}, {}),
);
}
const grouped_by_month = group_by_month(data).sort((a, b) => b.label.localeCompare(a.label));
console.log(grouped_by_month);
<iframe name="sif2" sandbox="allow-forms allow-modals allow-scripts" frameborder="0"></iframe>