import * as _ from 'lodash-es'; export { crossCount }; /* * A function that takes a layering (an array of layers, each with an array of * ordererd nodes) and a graph and returns a weighted crossing count. * * Pre-conditions: * * 1. Input graph must be simple (not a multigraph), directed, and include * only simple edges. * 2. Edges in the input graph must have assigned weights. * * Post-conditions: * * 1. The graph and layering matrix are left unchanged. * * This algorithm is derived from Barth, et al., "Bilayer Cross Counting." */ function crossCount(g, layering) { var cc = 0; for (var i = 1; i < layering.length; ++i) { cc += twoLayerCrossCount(g, layering[i - 1], layering[i]); } return cc; } function twoLayerCrossCount(g, northLayer, southLayer) { // Sort all of the edges between the north and south layers by their position // in the north layer and then the south. Map these edges to the position of // their head in the south layer. var southPos = _.zipObject( southLayer, _.map(southLayer, function (v, i) { return i; }), ); var southEntries = _.flatten( _.map(northLayer, function (v) { return _.sortBy( _.map(g.outEdges(v), function (e) { return { pos: southPos[e.w], weight: g.edge(e).weight }; }), 'pos', ); }), ); // Build the accumulator tree var firstIndex = 1; while (firstIndex < southLayer.length) firstIndex <<= 1; var treeSize = 2 * firstIndex - 1; firstIndex -= 1; var tree = _.map(new Array(treeSize), function () { return 0; }); // Calculate the weighted crossings var cc = 0; _.forEach( // @ts-expect-error southEntries.forEach(function (entry) { var index = entry.pos + firstIndex; tree[index] += entry.weight; var weightSum = 0; // @ts-expect-error while (index > 0) { // @ts-expect-error if (index % 2) { weightSum += tree[index + 1]; } // @ts-expect-error index = (index - 1) >> 1; tree[index] += entry.weight; } cc += entry.weight * weightSum; }), ); return cc; }