I have this array,
var metrics = [
        {
            value: "1",
            label: "Sold Listings",
            desc: "sold_listings"
        },
        {
            value: "10",
            label: "New Pendings",
            desc: "new_pendings"
        },
        {
            value: "4",
            label: "All Pendings",
            desc: "all_pendings"
        },
        {
            value: "2",
            label: "New Listings",
            desc: "new_listings"
        },
        {
            value: "3",
            label: "Active Listings",
            desc: "active_listings"
        }
    ];
What I wanted to do is to the Selected item, for example I will select Active Listings, this item should be deleted from the array. So that when the autocomplete renders again, it won't show the selected item.
//My Idea of removing the item
            $.each(metrics,function(i,val){
                if(val.value == ui.item.value){
                    delete metrics[i];
                }
            });
                The problem is that you didn't update the source of autocomplete.
To do it you have to use the following line.
$('.yourAutocomplete').autocomplete('option', 'source', yourArray);
So, on autocomplete select event:
Assuming that #autocomplete is your input.
select: function(e, ui) {
    metrics = jQuery.grep(metrics, function(element) {
        return element.value != ui.item.value;
    });
    $('#autocomplete').autocomplete('option', 'source', metrics)
    return false;
}
demo
Reference:
From this post, you can do something like:
var y = [1, 2, 3] 
var removeItem = 2; 
y = jQuery.grep(y, function(value) { 
  return value != removeItem; 
}); 
EDIT:
For your example, you could do:
var removeItem = "1"; 
metrics = $.grep(metrics, function(val) { 
    if (val.value != removeItem) {
        return val;
    }
});
This will remove the first array item with value "1" property.
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