What is the recommended method or toolkit for converting a Json object?

A Web Service I'm working with is returning the following Json data:

[{"DailyHedge": "1.3414894654050926"}, 
 {"OptimalHedge": "1.6788094119827568"}]

To visualize this data using d3js, I need to transform it into the format below:

[{"category": "DailyHedge", "measure": 1.3414894654050926}, 
 {"category": "OptimalHedge", "measure": 1.6788094119827568}]

I've been exploring options like underscore.js, but still unsure about the best approach for this transformation.

Answer №1

You have the option to accomplish this task using plain, vanilla JavaScript; however, given that you are utilizing D3, it can be achieved more efficiently with d3.keys and d3.values.

As specified in the API documentation, d3.keys:

Returns an array containing the property names of the specified object (an associative array). The order of the returned array is undefined.

And for d3.values:

Returns an array containing the property values of the specified object (an associative array). The order of the returned array is undefined.

Below is a demonstration:

var data = [{
  "DailyHedge": "1.3414894654050926"
}, {
  "OptimalHedge": "1.6788094119827568"
}];

var newData = [];

data.forEach(function(d) {
  newData.push({
    category: d3.keys(d)[0],
    measure: +d3.values(d)[0]
  });
});

console.log(newData)
<script src="https://d3js.org/d3.v4.min.js"></script>

If you opt for vanilla JavaScript, you can utilize Object.keys and Object.values. Nonetheless, please note that Object.values is not compatible with IE, Opera, or Safari. An alternative approach would involve using a for...in loop.

Answer №2

Below is a simple implementation using vanilla JavaScript:

const data = [{ "DailyPerformance": "1.3414894654050926" }, { "OptimalPerformance": "1.6788094119827568" }];

const newData = [];

for (let index in data) {
    let object = data[index];

    Object.keys(object).forEach(key => {
        let row = { "category": key, "measure": object[key] };

        newData.push(row);
    });
}

console.log(newData);

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