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Most efficient method to groupby on an array of objects
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Problem
What is the most efficient way to groupby objects in an array?
For example, given this array of objects:
I’m displaying this information in a table. I’d like to groupby different methods, but I want to sum the values.
I’m using Underscore.js for its groupby function, which is helpful, but doesn’t do the whole trick, because I don’t want them “split up” but “merged”, more like the SQL
What I’m looking for would be able to total specific values (if requested).
So if I did groupby
And if I did groupy
Is there a helpful script for this, or should I stick to using Underscore.js, and then looping through the resulting object to do the totals myself?
For example, given this array of objects:
[
{ 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" }
]I’m displaying this information in a table. I’d like to groupby different methods, but I want to sum the values.
I’m using Underscore.js for its groupby function, which is helpful, but doesn’t do the whole trick, because I don’t want them “split up” but “merged”, more like the SQL
group by method.What I’m looking for would be able to total specific values (if requested).
So if I did groupby
Phase, I’d want to receive:[
{ Phase: "Phase 1", Value: 50 },
{ Phase: "Phase 2", Value: 130 }
]And if I did groupy
Phase / Step, I’d receive:[
{ 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 }
]Is there a helpful script for this, or should I stick to using Underscore.js, and then looping through the resulting object to do the totals myself?
Solution
If you want to avoid external libraries, you can concisely implement a vanilla version of
groupBy() like so:var groupBy = function(xs, key) {
return xs.reduce(function(rv, x) {
(rv[x[key]] ??= []).push(x);
return rv;
}, {});
};
console.log(groupBy(['one', 'two', 'three'], 'length'));
// or newer
console.log({...Object.groupBy(['one', 'two', 'three'], ({length}) => length)})
// => {"3": ["one", "two"], "5": ["three"]}Context
Stack Overflow Q#14446511, score: 1345
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