How to sort based on incomplete criteria?

僤鯓⒐⒋嵵緔 提交于 2020-08-19 10:21:37

问题


First I tried passing my own function to Array.sort, but it doesn't sort correctly. Notice how 'c' comes before 'a' in the result, even though the case if (b == 'a' && a == 'c') is handled correctly.

These data are just for example. My actual data is not to be alphabetically sorted. It must use the logic illustrated in the a_before_b and b_before_a functions.

Since I only have conditions to determine the relative ordering of SOME (NOT all) pairs of elements, there may be multiple valid orderings of elements. I just need to produce ANY valid ordering, where valid means does not contradict any of my conditions (which are defined in the a_before_b and b_before_a functions).

const sorted = ['a', 'b', 'c', 'd']; // I do NOT have access to this
const unsorted = ['c', 'd', 'a', 'b'];

const a_before_b = (a, b) => {
  if (a == 'a' && b == 'd') return true;
  if (a == 'b' && b == 'c') return true;
}

const b_before_a = (a, b) => {
  if (b == 'a' && a == 'c') return true;
  if (b == 'b' && a == 'c') return true;
}

const mySortingFunction = (a, b) => {
  if (a_before_b(a, b)) return -1;
  if (b_before_a(a, b)) return 1;
  return 0;
}

// doesn't produce correct sorting 
console.log(unsorted.sort(mySortingFunction)); // [ 'c', 'a', 'd', 'b' ]

Then I tried writing my own sort from scratch. But it enters an infinite loop and I don't know why.

const sorted = ['a', 'b', 'c', 'd'];
const unsorted = ['c', 'd', 'a', 'b'];

const a_before_b = (a, b) => {
  if (a == 'a' && b == 'd') return true;
  if (a == 'b' && b == 'c') return true;
}

const b_before_a = (a, b) => {
  if (b == 'a' && a == 'c') return true;
  if (b == 'b' && a == 'c') return true;
}

const findAnUnsortedElement = array => {
  for (let [i, element] of Object.entries(array)) {
    i = +i;
    const a = element;
    const b = array[i + 1];
    if (b === undefined) return 'SORTING_COMPLETE';
    if (!a_before_b(a, b)) console.log(a, 'should not be before', b);
    if (b_before_a(a, b)) console.log(b, 'should be before', a);
    if (!a_before_b(a, b) || b_before_a(a, b)) return a;
  }
}

// from w3schools
function move(arr, old_index, new_index) {
  while (old_index < 0) {
    old_index += arr.length;
  }
  while (new_index < 0) {
    new_index += arr.length;
  }
  if (new_index >= arr.length) {
    var k = new_index - arr.length;
    while ((k--) + 1) {
      arr.push(undefined);
    }
  }
  arr.splice(new_index, 0, arr.splice(old_index, 1)[0]);
  return arr;
}

// enters infinite loop, never returns
const myCustomSort = array => {
  while (findAnUnsortedElement(array) != 'SORTING_COMPLETE') {
    const element = findAnUnsortedElement(array);
    const index = array.findIndex(el => el == element);
    console.log('moving', element);
    array = move(array, index, index + 1);
    console.log(array);
  }
  return array;
}

console.log(myCustomSort(unsorted));

回答1:


The algorithm in the answer I gave earlier on, and which you (first) accepted, is really based on a heuristic.

For a sorted output to be guaranteed to not have any violations, you could treat this problem as a graph problem. Whenever two values can make a comparison that gives true (with either comparator function), then that pair represents an edge in the graph.

If the order is consistent, then there must be one value that is the least among the others, otherwise you would have a cycle.

So with that knowledge we can determine for each node in the graph how long the longest path is to such a least node. When you find the longest distance to such a least node, you can use the length of that path as an absolute order indication.

Here is an implementation:

class Node {
    constructor(value) {
        this.value = value;
        this.prev = new Set;
        this.order = 0; // No order yet
    }
    orderWith(other) {
        if (other === this) return;
        if (a_before_b(this.value, other.value) || b_before_a(other.value, this.value)) {
            other.prev.add(this);
        } else if (a_before_b(other.value, this.value) || b_before_a(this.value, other.value)) {
            this.prev.add(other);
        }
    }
    setOrder(path = new Set) {
        // Use recursion to find length of longest path to "least" node.
        if (this.order) return; // already done
        if (path.has(this)) throw "cycle detected";
        let order = 1;
        for (let prev of this.prev) {
            prev.setOrder(path.add(this));
            order = Math.max(order, prev.order + 1);
        }
        this.order = order; // If order is 1, it is a "least" node
    }
}

const a_before_b = (a, b) => {
  if (a == 'a' && b == 'd') return true;
  if (a == 'b' && b == 'c') return true;
}

const b_before_a = (a, b) => {
  if (b == 'a' && a == 'c') return true;
  if (b == 'b' && a == 'c') return true;
}

function mySort(arr) {
    // Create a graph: first the nodes
    let nodes = {}; // keyed by values in arr
    for (let value of arr) nodes[value] = nodes[value] || new Node(value);

    // Then the edges...
    for (let i = 0; i < arr.length; i++) {
        for (let j = i+1; j < arr.length; j++) {
            nodes[arr[i]].orderWith(nodes[arr[j]]);
        }
    }
    
    // Set absolute order, using the longest path from a node to a "least" node.
    for (let node of Object.values(nodes)) node.setOrder();
    
    // Sort array by order:
    return arr.sort((a, b) => nodes[a].order - nodes[b].order);
}

const sorted = ['a', 'b', 'c', 'd'];
const unsorted = ['c', 'd', 'a', 'b'];
console.log(mySort(unsorted));



回答2:


const unsorted = ['c', 'd', 'a', 'b'];
const sorted = unsorted.sort();

It should work I'm not sure what's your issue.




回答3:


Maybe something like this

const sorted = ['a', 'b', 'c', 'd']; // I do NOT have access to this
const unsorted = ['c', 'd', 'a', 'b'];

const a_before_b = (a, b) => {
  if (a == 'a' && b == 'd') return true;
  if (a == 'b' && b == 'c') return true;
  if (a == 'a' && b == 'c') return true;

}

const b_before_a = (a, b) => {
  if (b == 'a' && a == 'c') return true;
  if (b == 'b' && a == 'c') return true;
}

const mySortingFunction = (a, b) => {
  if (a_before_b(a, b)) return -1;
  if (b_before_a(a, b)) return 1;
  return 0;
}

// doesn't produce correct sorting 
console.log(unsorted.sort(mySortingFunction));


来源:https://stackoverflow.com/questions/63258995/how-to-sort-based-on-incomplete-criteria

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