swOperation/node_modules/contour_plot/contour_plot.js

(function (global, factory) {
  typeof exports === 'object' && typeof module !== 'undefined' ? factory(exports) :
  typeof define === 'function' && define.amd ? define('contour_plot', ['exports'], factory) :
  factory((global.contour_plot = {}));
}(this, function (exports) { 'use strict';

  /** finds the zeros of a function, given two starting points (which must
   * have opposite signs */
  function bisect(f, a, b, parameters) {
      parameters = parameters || {};
      var maxIterations = parameters.maxIterations || 100,
          tolerance = parameters.tolerance || 1e-10,
          fA = f(a),
          fB = f(b),
          delta = b - a;

      if (fA * fB > 0) {
          throw "Initial bisect points must have opposite signs";
      }

      if (fA === 0) return a;
      if (fB === 0) return b;

      for (var i = 0; i < maxIterations; ++i) {
          delta /= 2;
          var mid = a + delta,
              fMid = f(mid);

          if (fMid * fA >= 0) {
              a = mid;
          }

          if ((Math.abs(delta) < tolerance) || (fMid === 0)) {
              return mid;
          }
      }
      return a + delta;
  }

  // This file is modified from the d3.geom.contour
  // plugin found here https://github.com/d3/d3-plugins/tree/master/geom/contour

  /*
  Copyright (c) 2012-2015, Michael Bostock
  All rights reserved.

  Redistribution and use in source and binary forms, with or without
  modification, are permitted provided that the following conditions are met:

  * Redistributions of source code must retain the above copyright notice, this
    list of conditions and the following disclaimer.

  * Redistributions in binary form must reproduce the above copyright notice,
    this list of conditions and the following disclaimer in the documentation
    and/or other materials provided with the distribution.

  * The name Michael Bostock may not be used to endorse or promote products
    derived from this software without specific prior written permission.

  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
  AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
  IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
  DISCLAIMED. IN NO EVENT SHALL MICHAEL BOSTOCK BE LIABLE FOR ANY DIRECT,
  INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
  BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
  DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE,
  EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
  */

  function d3_contour(grid, start) {
    var s = start || d3_geom_contourStart(grid), // starting point
        c = [],    // contour polygon
        x = s[0],  // current x position
        y = s[1],  // current y position
        dx = 0,    // next x direction
        dy = 0,    // next y direction
        pdx = NaN, // previous x direction
        pdy = NaN, // previous y direction
        i = 0;

    do {
      // determine marching squares index
      i = 0;
      if (grid(x-1, y-1)) i += 1;
      if (grid(x,   y-1)) i += 2;
      if (grid(x-1, y  )) i += 4;
      if (grid(x,   y  )) i += 8;

      // determine next direction
      if (i === 6) {
        dx = pdy === -1 ? -1 : 1;
        dy = 0;
      } else if (i === 9) {
        dx = 0;
        dy = pdx === 1 ? -1 : 1;
      } else {
        dx = d3_geom_contourDx[i];
        dy = d3_geom_contourDy[i];
      }

      // update contour polygon
      if (dx != pdx && dy != pdy) {
        c.push([x, y]);
        pdx = dx;
        pdy = dy;
      } else {
        c.push([x, y]);
      }

      x += dx;
      y += dy;
    } while (s[0] != x || s[1] != y);

    return c;
  }

  // lookup tables for marching directions
  var d3_geom_contourDx = [1, 0, 1, 1,-1, 0,-1, 1,0, 0,0,0,-1, 0,-1,NaN];
  var d3_geom_contourDy = [0,-1, 0, 0, 0,-1, 0, 0,1,-1,1,1, 0,-1, 0,NaN];
  function d3_geom_contourStart(grid) {
    var x = 0,
        y = 0;

    // search for a starting point; begin at origin
    // and proceed along outward-expanding diagonals
    while (true) {
      if (grid(x,y)) {
        return [x,y];
      }
      if (x === 0) {
        x = y + 1;
        y = 0;
      } else {
        x = x - 1;
        y = y + 1;
      }
    }
  }

  function isoline(f, value, xScale, yScale) {
      var xRange = xScale.range(), yRange = yScale.range();
      return function(x, y) {
          if ((x < xRange[0]) || (x > xRange[1]) ||
              (y < yRange[0]) || (y > yRange[1])) return false;
          return f(xScale.invert(x), yScale.invert(y)) < value;
      };
  }

  function smoothPoints(f, points, level, xScale, yScale) {
      var xRange = xScale.range(), yRange = yScale.range();
      var ySmooth = function(y) {
          return f(xScale.invert(x), yScale.invert(y)) - level;
      };
      var xSmooth = function(x) {
          return f(xScale.invert(x), yScale.invert(y)) - level;
      };
      for (var k = 0; k < points.length; ++k) {
          var point = points[k],
              x = point[0], y = point[1];

          if ((x <= xRange[0]) || (x >= xRange[1]) ||
              (y <= yRange[0]) || (y >= yRange[1])) continue;

          var currentSmooth = ySmooth(y);

          var p = {'maxIterations' : 9};
          for (var delta = 0.5; delta <= 3; delta += 0.5) {
              if (ySmooth(y - delta) * currentSmooth < 0) {
                  y = bisect(ySmooth, y, y - delta, p);
              } else if (xSmooth(x - delta) * currentSmooth < 0) {
                  x = bisect(xSmooth, x, x - delta, p);
              } else if (ySmooth(y + delta) * currentSmooth < 0) {
                  y = bisect(ySmooth, y, y + delta, p);
              } else if (xSmooth(x + delta) * currentSmooth < 0) {
                  x = bisect(xSmooth, x, x + delta, p);
              } else {
                  continue;
              }
              break;
          }

          point[0] = x;
          point[1] = y;
      }
  }

  function getLogLevels(f, xScale, yScale, count) {
      var xRange = xScale.range(), yRange = yScale.range();

      // figure out min/max values by sampling pointson a grid
      var maxValue, minValue, value;
      maxValue = minValue = f(xScale.invert(xRange[0]), yScale.invert(yRange[0]));
      for (var y = yRange[0]; y < yRange[1]+1; ++y) {
          for (var x = xRange[0]; x < xRange[1]+1; ++x) {
              value = f(xScale.invert(x),yScale.invert(y));
              minValue = Math.min(value, minValue);
              maxValue = Math.max(value, maxValue);
          }
      }

      // lets get contour lines on a log scale, keeping
      // values on an integer scale (if possible)
      var levels = [];
      var logRange = Math.log(maxValue - Math.floor(minValue));
      var base = Math.ceil(Math.exp(logRange / (count))),
                 upper = Math.pow(base, Math.ceil(logRange / Math.log(base)));

      for (var i = 0; i < count; ++i) {
          var current = Math.floor(minValue) + upper;
          if (current < minValue) {
              break;
          }
          levels.push(current);
          upper /= base;
      }

      return levels;
  }

  function getStartingPoint(lineFunc, x, y) {
      x = Math.floor(x);
      y = Math.floor(y);
      var j = 0;
      while (true) {
          j += 1;
          if (!lineFunc(x+j, y)) {
              return [x+j, y];
          }
          if (!lineFunc(x, y+j)) {
              return [x, y+j];
          }
      }
  }

  function getContours(f, xScale, yScale, count, minima) {
      // figure out even distribution in log space of values
      var levels = getLogLevels(f, xScale, yScale, count);

      // use marching squares algo from d3.geom.contour to build up a series of paths
      var ret = [];
      for (var i = 0; i < levels.length; ++i) {
          var level = levels[i];
          var lineFunc = isoline(f, level, xScale, yScale);

          var points= [];
          if (minima) {
              var initialPoints = [];
              for (var m = 0; m < minima.length; ++m) {
                  var initial = getStartingPoint(lineFunc, xScale(minima[m].x), yScale(minima[m].y));
                  var current = d3_contour(lineFunc, initial);

                    // don't add points if already seen
                    var duplicate = false;
                    for (var j = 0 ; j < current.length; ++j) {
                       var point = current[j];
                       for (var k = 0; k < initialPoints.length; ++k) {
                          var other = initialPoints[k];
                          if ((point[0] == other[0]) &&
                              (point[1] == other[1])) {
                              duplicate = true;
                              break;
                          }
                       }
                       if (duplicate) break;
                    }
                    if (duplicate) continue;

                    initialPoints.push(initial);

                    smoothPoints(f, current, level, xScale, yScale);
                    if (points.length) points.push(null);
                    points = points.concat(current);
              }
          } else {
              points = d3_contour(lineFunc);
              smoothPoints(f, points, level, xScale, yScale);

          }

          ret.push(points);
      }

      // return the contours
      return {'paths': ret, 'levels': levels};
  }

  function ContourPlot() {
      var drawAxis = false,
          f = function (x, y) { return (1 - x) * (1 - x) + 100 * (y - x * x) * ( y - x * x); },
          yDomain = [3, -3],
          xDomain = [-2, 2],
          minima = null,
          contourCount = 14,
          colourScale = d3.scaleLinear().domain([0, contourCount]).range(["white", d3.schemeCategory10[0]]);

      // todo: resolution independent (sample say 200x200)
      // todo: handle function with multiple local minima

      function chart(selection) {
          var width = selection.nodes()[0].offsetWidth,
              height = width * 0.75,
              padding = (drawAxis) ? 24 : 0,
              yScale = d3.scaleLinear()
                              .range([padding, height - padding])
                              .domain(yDomain),

              xScale = d3.scaleLinear()
                          .range([padding, width - padding])
                          .domain(xDomain);

          // create tooltip  if doesn't exist
          d3.select("body").selectAll(".contour_tooltip").data([0]).enter()
              .append("div")
              .attr("class", "contour_tooltip")
              .style("font-size", "12px")
              .style("position", "absolute")
              .style("text-align", "center")
              .style("width", "128px")
              .style("height", "32px")
              .style("background", "#333")
              .style("color", "#ddd")
              .style("padding", "0px")
              .style("border", "0px")
              .style("border-radius", "8px")
              .style("opacity", "0");

          var tooltip = d3.selectAll(".contour_tooltip");

          // create the svg element if it doesn't already exist
          selection.selectAll("svg").data([0]).enter().append("svg");
          var svg = selection.selectAll("svg").data([0]);

          svg.attr("width", width)
             .attr("height", height)
             .on("mouseover", function() {
                  tooltip.transition().duration(400).style("opacity", 0.9);
                  tooltip.style("z-index", "");
              })
             .on("mousemove", function() {
                  var point = d3.mouse(this),
                      x = xScale.invert(point[0]),
                      y = yScale.invert(point[1]),
                      fx = f(x, y);

                  tooltip.style("left", (d3.event.pageX) + "px")
                         .style("top", (d3.event.pageY - 44) + "px");

                  tooltip.html("x = " + x.toFixed(2) + " y = " + y.toFixed(2) + "<br>f(x,y) = " + fx.toFixed(2) );
              })

             .on("mouseout", function() {
                  tooltip.transition().duration(400).style("opacity", 0);
                  tooltip.style("z-index", -1);
             });

          var contours = getContours(f, xScale, yScale, contourCount, minima);
          var paths = contours.paths,
              levels = contours.levels;

          var line = d3.line()
              .x(function(d) { return d[0]; })
              .y(function(d) { return d[1]; })
              .curve(d3.curveLinearClosed)
              .defined(function(d) { return d; });

          var pathGroup = svg.append("g");

          pathGroup.selectAll("path").data(paths).enter()
              .append("path")
              .attr("d", line)
              .style("fill", function(d, i) { return colourScale(i); })
              .style("stroke-width", 1.5)
              .style("stroke", "white")
              .on("mouseover", function() {
                  d3.select(this).style("stroke-width", "4");
              })
              .on("mouseout", function() {
                  d3.select(this).style("stroke-width", "1.5");
             });

          // draw axii
          if (drawAxis) {
              var xAxis = d3.axisBottom().scale(xScale),
                  yAxis = d3.axisLeft().scale(yScale);

              svg.append("g")
                  .attr("class", "axis")
                  .attr("transform", "translate(0," + (height - 1.0 *  padding) + ")")
                  .call(xAxis);

              svg.append("g")
                  .attr("class", "axis")
                  .attr("transform", "translate(" + (padding) + ",0)")
                  .call(yAxis);
          }

          return {'xScale' : xScale, 'yScale' : yScale, 'svg' : svg};
      }
      chart.drawAxis = function(_) {
          if (!arguments.length) return drawAxis;
          drawAxis = _;
          return chart;
      };

      chart.xDomain = function(_) {
          if (!arguments.length) return xDomain;
          xDomain = _;
          return chart;
      };

      chart.yDomain = function(_) {
          if (!arguments.length) return yDomain;
          yDomain = _;
          return chart;
      };

      chart.colourScale = function(_) {
          if (!arguments.length) return colourScale;
          colourScale = _;
          return chart;
      };

      chart.contourCount = function(_) {
          if (!arguments.length) return contourCount;
          contourCount = _;
          return chart;
      };

      chart.minima = function(_) {
          if (!arguments.length) return minima;
          minima = _;
          return chart;
      };

      chart.f = function(_) {
          if (!arguments.length) return f;
          f = _;
          return chart;
      };

      return chart;
  }

  var version = "0.0.1";

  exports.version = version;
  exports.isoline = isoline;
  exports.smoothPoints = smoothPoints;
  exports.getLogLevels = getLogLevels;
  exports.getContours = getContours;
  exports.ContourPlot = ContourPlot;

}));