view d3.beeswarm.js @ 11:aaf1d6954a2a default tip

Ensure we always have data dir for ExifGraphr cache
author IBBoard <dev@ibboard.co.uk>
date Sun, 13 Aug 2023 16:56:40 +0100
parents 457823710044
children
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(function (global, factory) {
  typeof exports === 'object' && typeof module !== 'undefined' ? factory(exports) :
  typeof define === 'function' && define.amd ? define(['exports'], factory) :
  (factory((global.d3 = global.d3 || {})));
}(this, function (exports) { 'use strict';

  function beeswarm () {
    /////// Inputs ///////
    var data = [];                  // original data to arrange
    var radius = 4;                 // default radius
    var orientation = "horizontal"; // default orientation; "vertical" also available
    var side = "symetric";          // default side; "positive" and "negative" are also available
    var distributeOn =              // accessor to the x value
            function (datum) {
              return datum.x;
            };

    /////// Internals ///////
    var minDistanceBetweenCircles;
    var minSquareDistanceBetweenCircles;
    var xBasedDataManager;          // for collision detection, x-based sorted direct-access doubly-linked list of data, used to find nearest already arranged data
    var xBasedColliderManager;      // for collision detection, x-based sorted direct-access doubly-linked list of already arranged data, limit collision detection to already arranged neighbours
    var yBasedColliderManager;      // for collision detection, y-based sorted direct-access doubly-linked list of already arranged data, limit collision detection to already arranged neighbours
    var arrangement;                // result, array of {datum: , x: , y: }

    //--> for metrics purpose
    var totalPossibleColliders, maxPossibleColliders,
        totalTestedPlacements,
        visitedColliderCount, totalVisitedColliders, maxVisitedColliders;
    //<-- for metrics purpose

    function _beeswarm () {}       // constructor ???

    ///////////////////////
    ///////// API /////////
    ///////////////////////

    _beeswarm.data = function(_) {
      if (!arguments.length) { return data; }
      data = _;

      return _beeswarm;
    };

    _beeswarm.radius = function (_) {
      if (!arguments.length) { return radius; }
      radius = _;

      return _beeswarm;
    };

    _beeswarm.orientation = function (_) {
      if (!arguments.length) { return orientation; }
      if (_ === "horizontal" ||
          _ === "vertical"
         ) {
        orientation = _;
      }

      return _beeswarm;
    };

    _beeswarm.side = function (_) {
      if (!arguments.length) { return side; }
      if (_ === "symetric" ||
          _ === "positive" ||
          _ === "negative"
         ) {
        side = _;
      }

      return _beeswarm;
    };

    _beeswarm.distributeOn = function (_) {
      if (!arguments.length) { return distributeOn; }
      distributeOn = _;

      return _beeswarm;
    };

    _beeswarm.arrange = function() {
      initArrangement();
      arrangement.forEach(function (d) {
        var bestYPosition = -Infinity,
            relativeYPos,
            xBasedPossibleColliders = gatherXBasedPossibleColliders(d);
        if (xBasedPossibleColliders.length===0) {
          bestYPosition = 0;
        } else {
          yBasedColliderManager.clear();
          yBasedColliderManager.addMany(xBasedPossibleColliders);
          // try to place on the x-axis
          d.free = 0;
          if (!collidesWithOther(d, yBasedColliderManager.closestTo0())) {
            bestYPosition = 0;
            //-->for metrics purpose
            totalVisitedColliders += visitedColliderCount;
            if (visitedColliderCount > maxVisitedColliders) {
              maxVisitedColliders = visitedColliderCount;
            }
            visitedColliderCount = 0;
            totalTestedPlacements += 1;
            //<--for metrics purpose
          } else {
            xBasedPossibleColliders.forEach(function(xbpc) {
              // try to place below and above an already arranged datum
              relativeYPos = yPosRelativeToXbpc(xbpc, d);
              placeBelow(d, xbpc, relativeYPos);
              if (isAuthorizedPlacement(d) &&
                  isBetterPlacement(d, bestYPosition) &&
                  !collidesWithOther(d, yBasedColliderManager.dln(xbpc))) {
                bestYPosition = d.free;
              }
              //-->for metrics purpose
              totalVisitedColliders += visitedColliderCount;
              if (visitedColliderCount > maxVisitedColliders) {
                maxVisitedColliders = visitedColliderCount;
              }
              visitedColliderCount = 0;
              totalTestedPlacements += 1;
              //<--for metrics purpose
              placeAbove(d, xbpc, relativeYPos);
              if (isAuthorizedPlacement(d) &&
                  isBetterPlacement(d, bestYPosition) &&
                  !collidesWithOther(d, yBasedColliderManager.dln(xbpc))) {
                bestYPosition = d.free;
              }
              //-->for metrics purpose
              totalVisitedColliders += visitedColliderCount;
              if (visitedColliderCount > maxVisitedColliders) {
                maxVisitedColliders = visitedColliderCount;
              }
              visitedColliderCount = 0;
              totalTestedPlacements += 1;
              //<--for metrics purpose
          	})
          }
        };
        d.free = bestYPosition;
        if (orientation === "horizontal") {
          d.x = d.fixed;
          d.y = bestYPosition;
        } else {
          d.x = bestYPosition;
          d.y = d.fixed;
        }
        xBasedColliderManager.add(d);
      });
      return arrangement;
    };

    _beeswarm.metrics = function () {
      return {
        totalPossibleColliders: totalPossibleColliders,
        maxPossibleColliders: maxPossibleColliders,
        totalTestedPlacements: totalTestedPlacements,
        visitedColliderCount: visitedColliderCount,
        totalVisitedColliders: totalVisitedColliders,
        maxVisitedColliders: maxVisitedColliders
      };
    };

    ///////////////////////
    /////// Private ///////
    ///////////////////////

    function initArrangement () {
      arrangement = data.map(function (d,i) {
        return {
          datum: d,
          id: i,
          fixed: distributeOn(d),
          free: -Infinity
        };
      });

      minDistanceBetweenCircles = 2*radius;
      minSquareDistanceBetweenCircles = Math.pow(minDistanceBetweenCircles, 2);
      xBasedDataManager = new SortedDirectAccessDoublyLinkedList()
        .valueAccessor(function(d){return d.fixed;})
        .addMany(arrangement);
      xBasedColliderManager = new SortedDirectAccessDoublyLinkedList()
        .valueAccessor(function(d){return d.fixed;});
      yBasedColliderManager = new SortedDirectAccessDoublyLinkedList()
        .valueAccessor(function(d){return d.free;});


      //-->for metrics purpose
      totalPossibleColliders = maxPossibleColliders = 0;
      totalTestedPlacements = 0;
      visitedColliderCount = totalVisitedColliders = maxVisitedColliders =0;
      //<--for metrics purpose
    }

  	function findNearestPossibleCollider(dln, visitedDln, direction) {
      if (visitedDln === null) { // special case: max reached
        return null;
      } else if ((direction==="prev") ?
                 dln.value - visitedDln.value > minDistanceBetweenCircles :
                 visitedDln.value - dln.value > minDistanceBetweenCircles
                ) {
        // stop visit, remaining data are too far away
        return null;
      } else {// visitedDln is close enought
        if (isFinite(visitedDln.datum.free)) { // visitedDln is already arranged, and hence is the nearest possible x-based collider
          return(visitedDln.datum);
        }
        // continue finding
        return findNearestPossibleCollider(dln, visitedDln[direction], direction);
      }
    }

    function visitToGatherXBasedPossibleColliders(dln, visitedDln, direction, xBasedPossibleColliders) {
      if (visitedDln === null) { // special case: extreme reached
        return;
      } else if ((direction==="prev") ?
                 dln.value - visitedDln.value > minDistanceBetweenCircles :
                 visitedDln.value - dln.value > minDistanceBetweenCircles
                ) {
        // stop visit, remaining data are too far away
        return;
      } else {// visitedDln is close enought
        // visitedDln is already arranged, and hence is a possible x-based collider
        xBasedPossibleColliders.push(visitedDln.datum);
        // continue gathering
        visitToGatherXBasedPossibleColliders(dln, visitedDln[direction], direction, xBasedPossibleColliders);
      }
    }

    function gatherXBasedPossibleColliders (datum) {
      var xBasedPossibleColliders = [];
      var dln = xBasedDataManager.dln(datum);
      //use xBasedDataManager to retrieve nearest already arranged data
      var nearestXPrevAlreadyArrangedData = findNearestPossibleCollider(dln, dln.prev, "prev");
      var nearestXNextAlreadyArrangedData = findNearestPossibleCollider(dln, dln.next, "next");

      //use xBasedColliderManager to retrieve already arranged data that may collide with datum (ie, close enought to datum considering x position)
      if (nearestXPrevAlreadyArrangedData != null) {
        //visit x-prev already arranged nodes
        dln = xBasedColliderManager.dln(nearestXPrevAlreadyArrangedData);
        visitToGatherXBasedPossibleColliders(dln, dln, "prev", xBasedPossibleColliders);
      }

      if (nearestXNextAlreadyArrangedData != null) {
        //visit x-next already arranged nodes
        dln = xBasedColliderManager.dln(nearestXNextAlreadyArrangedData);
        visitToGatherXBasedPossibleColliders(dln, dln, "next", xBasedPossibleColliders);
      }

      //-->for metrics purpose
      totalPossibleColliders += xBasedPossibleColliders.length;
      if (xBasedPossibleColliders.length > maxPossibleColliders) {
        maxPossibleColliders = xBasedPossibleColliders.length;
      }
      //<--for metrics purpose
      return xBasedPossibleColliders;
    }

    function isAuthorizedPlacement(datum) {
      if (side === "symetric") {
        return true;
      } else if (side === "positive") {
        return datum.free>=0;
      } else {
        return datum.free<=0;
      }
    }

    function isBetterPlacement(datum, bestYPosition) {
      return Math.abs(datum.free) < Math.abs(bestYPosition);
    }

    function yPosRelativeToXbpc(xbpc, d) {
      // handle Float approximation with +1E-6
      return Math.sqrt(minSquareDistanceBetweenCircles-Math.pow(d.fixed-xbpc.fixed,2))+1E-6;
    }

    function placeBelow(d, aad, relativeYPos) {
      d.free = aad.free - relativeYPos;
    }

    function placeAbove(d, aad, relativeYPos) {
      d.free = aad.free + relativeYPos;
    }

    function areCirclesColliding(d0, d1) {
      visitedColliderCount++; //for metrics prupose

      return (Math.pow(d1.free-d0.free, 2) + Math.pow(d1.fixed-d0.fixed, 2)) < minSquareDistanceBetweenCircles;
    }

    function visitToDetectCollisionWithOther(datum, visitedDln, direction, visitCount) {
      if (visitedDln === null) { // special case: y_max reached, no collision detected
        return false;
      } else if ((direction==="prev") ?
                 datum.free - visitedDln.datum.free > minDistanceBetweenCircles :
                 visitedDln.datum.free - datum.free > minDistanceBetweenCircles
                ) {
        // stop visit, no collision detected, remaining data are too far away
        return false;
      } else if (areCirclesColliding(datum, visitedDln.datum)) {
        return true;
      } else {
        // continue visit
        return visitToDetectCollisionWithOther(datum, visitedDln[direction], direction, visitCount++);
      }
    }

    function collidesWithOther (datum, visitedDln) {
      var visitCount = 0;
      //visit prev dlns for collision check
      // if (visitToDetectCollisionWithOther(datum, visitedDln.prev, "prev", visitCount++)) {
      if (visitToDetectCollisionWithOther(datum, visitedDln, "prev", visitCount++)) {
        return true;
      } else {
        //visit next dlns for collision check
        // return visitToDetectCollisionWithOther(datum, visitedDln.next, "next", visitCount++);
        return visitToDetectCollisionWithOther(datum, visitedDln, "next", visitCount++);
      }
    }

    ///////////////////////
    //////// Data /////////
    ////// Strucutre //////
    ///////////////////////

    // each data MUST have a 'value' property (for sorting)
    // each data MUST have a 'id' property (for direct-access)

    // data in SortedDirectAccessDoublyLinkedList are sorted by 'value', from min to max, in a doubly-linked list
    // each node in the doubly-linked list is of the form {datum: , value: , prev: , next: }
    // 'datum' refers to the original datum; 'value' is retrieved from data, 'prev'/'next' refer to previous/next value-based nodes

    function SortedDirectAccessDoublyLinkedList () {
      this._valueAccesor =          // accessor to the value to sort on
        function (obj) {
          return obj.value;
        };
      this._min = null;             // reference to a doubly-linked node with the min value
      this._max = null;             // reference to a doubly-linked node with the max value
      this._closestTo0 = null;      // reference to the doubly-linked node with the value closest or egal to 0
      this.size = 0;                // number of data in the doubly-linked list
      this._idToNode = {};          // direct access to a node of the doubly-linked list
    }

    SortedDirectAccessDoublyLinkedList.prototype.valueAccessor = function (_) {
      if (!arguments.length) { return this._valueAccesor; }
      this._valueAccesor = _;

      //for chaining purpose
      return this;
    };

    SortedDirectAccessDoublyLinkedList.prototype.closestTo0 = function () {
      return this._closestTo0;
    };

    SortedDirectAccessDoublyLinkedList.prototype.clear = function () {
      this._min = null;
      this._max = null;
      this._closestTo0 = null;
      this.size = 0;
      this._idToNode = {};

      //for chaining purpose
      return this;
    };

    SortedDirectAccessDoublyLinkedList.prototype.dln = function (datum){
      // dln = doubly-linked node
      return this._idToNode[datum.id];
    };

    SortedDirectAccessDoublyLinkedList.prototype.addMany = function (data) {

      data.forEach( function (datum, item) {
        this.add(datum);
      }, this);

      //for chaining purpose
      return this;
    };

    SortedDirectAccessDoublyLinkedList.prototype.add = function (datum){
      //create a new doubly-linked node
      var dln = {
        datum: datum, // original datum
        value: this._valueAccesor(datum),
        prev: null,	// previous value-based node
        next: null		// next value-based node
      };

      //insert node in the adequate position in the doubly-linked list
      if (this.size === 0) { //special case: no node in the list yet
        this._min = this._max = this._closestTo0 = dln;
      } else {
        if (dln.value <= this._min.value) {//special case: new datum is the min
          dln.next = this._min;
          dln.next.prev = dln;
          this._min = dln;
        } else if (dln.value >= this._max.value) { //special case: new datum is the max
          dln.prev = this._max;
          dln.prev.next = dln;
          this._max = dln;
        } else {
          //insert the node at the adequate position
          var current = this._max;
          //loop to find immediate prev
          while (current.value > dln.value) {
            current = current.prev;
          }
          dln.prev = current;
          dln.next = current.next;
          dln.next.prev = dln;
          dln.prev.next = dln;
        }
        if (Math.abs(dln.value) < Math.abs(this._closestTo0.value)) {
          this._closestTo0 = dln;
        }
      }

      //direct access to the node
      this._idToNode[dln.datum.id] = dln;

      //update size
      this.size++;

      //for chaining purpose
      return this;
    };

    SortedDirectAccessDoublyLinkedList.prototype.remove = function (datum) {
      var dln = this.dln(datum);

      //remove node from the doubly-linked list
      if (this.size === 1) { //special case: last item to remove
        this._min = this._max = this._closestTo0 = null;
      } else {
        if (dln===this._closestTo0) {
          if (this._closestTo0.next === null) {
            //closestTo0 is also the max, consider merge code with below
            this._closestTo0 = dln.prev;
          } else if (this.closestToZero.prev === null) {
            //closestTo0 is also the min, consider merge code with below
          	this._closestTo0 = dln.prev;
        	} else {
            //consider merge code with below
            var prevAbsValue = Math.abs(this._closestTo0.prev.value);
            var nextAbsValue = Math.abs(this._closestTo0.next.value);
            if (prevAbsValue < nextAbsValue) {
              this._closestTo0 = this._closestTo0.prev;
            } else {
              this._closestTo0 = this._closestTo0.next;
            }
          }
        }
        if (dln === this._min) { //special case: datum is the min
          this._min = this._min.next;
          this._min.prev = null;
        } else if (dln === this._max) { //special case: datum is the max
          this._max = this._max.prev;
          this._max.next = null;
        } else {
          //remove pointers to the node
          dln.next.prev = dln.prev;
          dln.prev.next = dln.next;
        }
      }


      dln = null; // carbage collector
      delete this._idToNode[datum.id]; //remove direct access to the node

      //update size
      this.size--;

      //for chaining purpose
      return this;
    };

    return _beeswarm;
  };

  exports.beeswarm = beeswarm;

  Object.defineProperty(exports, '__esModule', { value: true });

}));