Best Practices For Heavy Computations in Javascript?

Question

I am working on client side scripts and need to do heavy computations like pushing huge number of objects in an array, it causes JavaScript to stop response and browser hangs giving an alert:

Is there any best practices or design patterns for handling these computation, I search and find many different ways to handle these situation but solutions are difficult to implement so I need best practices and easy to understand?

(I am writing code just for example But I need a general solution that is cross-browser i.e, multi-threading etc)

Example Code (series contains thousands of objects):

for (var series = 0; series < chartObj.masterChart.series.length; series++) {
    var detailData = [];
    jQuery.each(chartObj.masterChart.series[series].data, function (i, point) {
        if (point.x >= chartObj.RangeSelectedMinValue && point.x <= chartObj.RangeSelectedMaxValue) {
            detailData.push({
                x: point.x,
                y: point.y
            });
        }
    });
    chartObj.detailChart.series[series].setData(detailData);
}

Answer 1

Okay, looking at your code, there's a few things you can optimize:

var s = chartObj.masterChart.series, // #1
    sLength = s.length,              // #2
    chartMin = chartObj.RangeSelectedMinValue,
    chartMax = chartObj.RangeSelectedMaxValue;
for (var series = 0; series < sLength; series++) {
    var detailData = [],
        data = s[series].data,       // #3
        length = data.length;        // #2
    for(var i = 0; i < length; i++){ // #4
        var point = data[i];
        if (point.x >= chartMin && point.x <= chartMax) {
            detailData.push({
                x: point.x,
                y: point.y
            });
        }

    }
    chartObj.detailChart.series[series].setData(detailData);
}

1. You're getting the same "deeper" object inside chartObj multiple times --> Assign it to a temporary variable;
2. Don't calculate the length for every iteration of the loop. Same principle as #1
3. Assign s[series].data to a temp var. This provides a direct pointer to the data instead of having to access s[series].data each iteration of the loop. Same principle as #1
4. jQuery is slow. For a simple loop, use JavaScript instead, especially if you're looping through a massive object.

I'm not saying this edit will work miracles, but it should reduce the load a bit.

Answer 2

You should use WebWorkers

They are really supported and they are real threads in javascript as they spawn real OS threads!

Example

main.js

var heavy_process = new Worker('heavy_process.js');

heavy_process.addEventListener('message', function(e) {
  // Log the workers message.
  console.log(e.data);
}, false);

heavy_process.postMessage();

heavy_process.js:

for (var series = 0; series < chartObj.masterChart.series.length; series++) {

  var detailData = [];
  jQuery.each(chartObj.masterChart.series[series].data, function (i, point) {
      if (point.x >= chartObj.RangeSelectedMinValue && point.x <= chartObj.RangeSelectedMaxValue) {
        detailData.push({
            x: point.x,
            y: point.y
        });
      }
  });
  chartObj.detailChart.series[series].setData(detailData);
  // you should use self.postMessage here !!!
}