d3 v5：仅在特定属性更改时如何过渡？

Question

I have a map with a circle at the center of each country. I apply an animation that updates the circles every 3 seconds, following the general update pattern by Mike Bostock. However, my problem is that I want to apply a transition to old elements that stay in the chart (ie are not part of the exit() ), but only for those that have a change in a particular attribute (because this attribute defines the color of the circle). I figured that I should store the old value as an attribute in the circle and then just compare this attribute value with the newly assigned value from the updated data.

However, when I use a usual js if clause it only provides me with the first element, which means when this circle's value changes, all other circles will get the transition as well.

How can I check between the old and the new value inside this pattern?

Here is a sample code:

//DATA JOIN                 
var countryCircles = circleCont.selectAll(".dataCircle")
    .data(filData, function(d){ return d.id})

//EXIT OLD CIRCLES THAT ARE NOT INCLUDED IN NEW DATASET
countryCircles.exit()
    .transition()
        .ease(d3.easeLinear)
        .duration(500)
        .attr("r",0)
        .remove()

//CHECK IF OLD CIRCLES THAT ARE INCLUDED CHANGED THE CRITICAL ATTRIBUTE VALUE (main)
if (countryCircles.attr('main') != countryCircles.data()[0].main) {

    countryCircles
        .attr("main", function(d) {return d.main})
        .attr("id", function(d) {return "circle" + d.id})
        .attr("class","dataCircle")
        .transition()
            .ease(d3.easeLinear)
            .duration(500)
                .ease(d3.easeLinear)
                .attr("r",0)
                .transition()
                    .duration(500)
                    .ease(d3.easeLinear)
                    .attr("r",10)
                    .style("fill", function(d) {
                                            if (d.main === "nodata") {
                                                return "grey"
                                            } else {
                                                return color_data.find(function (y) {
                                                      return y.main === d.main;
                                                  }).color;
                                            }
                                        })

} else {
    countryCircles
        .attr("main", function(d) {return d.main})
        .attr("id", function(d) {return "circle" + d.id})
        .attr("class","dataCircle")
}

//CREATE CIRCLES THAT ARRE NEW IN THE UPDATED DATASET
var newCircle = countryCircles.enter()
   .append("circle")
   .attr("class","dataCircle")
   .attr("cx", getCX)
   .attr("cy", getCY)
   .attr("id", function(d) {return "circle" + d.id})
   .attr("main", function(d) {return d.main})
   .style("cursor","crosshair")
   .attr("r", 0)    
   .transition()
        .delay(500)
        .duration(500)
        .ease(d3.easeLinear)
        .attr("r",10)
        .style("fill", function(d) {
                            if (d.main === "nodata") {
                                return "grey"
                            } else {
                                return color_data.find(function (y) {
                                      return y.main === d.main;
                                  }).color;
                            }
                        })

Answer 1

OK, the solution was somewhat straight forward (and I was blind...).

Instead of having the if statement for a single element, I use the each() function and within there check for a change.

...
//CHECK IF OLD CIRCLES THAT ARE INCLUDED CHANGED THE CRITICAL ATTRIBUTE VALUE (main)
countryCircles.each(function(d) {
    if (d3.select(this).attr('main') != d3.select(this).data()[0].main) {
    ...