securityos/node_modules/lunr/lib/vector.js

/*!
 * lunr.Vector
 * Copyright (C) @YEAR Oliver Nightingale
 */

/**
 * A vector is used to construct the vector space of documents and queries. These
 * vectors support operations to determine the similarity between two documents or
 * a document and a query.
 *
 * Normally no parameters are required for initializing a vector, but in the case of
 * loading a previously dumped vector the raw elements can be provided to the constructor.
 *
 * For performance reasons vectors are implemented with a flat array, where an elements
 * index is immediately followed by its value. E.g. [index, value, index, value]. This
 * allows the underlying array to be as sparse as possible and still offer decent
 * performance when being used for vector calculations.
 *
 * @constructor
 * @param {Number[]} [elements] - The flat list of element index and element value pairs.
 */
lunr.Vector = function (elements) {
  this._magnitude = 0
  this.elements = elements || []
}


/**
 * Calculates the position within the vector to insert a given index.
 *
 * This is used internally by insert and upsert. If there are duplicate indexes then
 * the position is returned as if the value for that index were to be updated, but it
 * is the callers responsibility to check whether there is a duplicate at that index
 *
 * @param {Number} insertIdx - The index at which the element should be inserted.
 * @returns {Number}
 */
lunr.Vector.prototype.positionForIndex = function (index) {
  // For an empty vector the tuple can be inserted at the beginning
  if (this.elements.length == 0) {
    return 0
  }

  var start = 0,
      end = this.elements.length / 2,
      sliceLength = end - start,
      pivotPoint = Math.floor(sliceLength / 2),
      pivotIndex = this.elements[pivotPoint * 2]

  while (sliceLength > 1) {
    if (pivotIndex < index) {
      start = pivotPoint
    }

    if (pivotIndex > index) {
      end = pivotPoint
    }

    if (pivotIndex == index) {
      break
    }

    sliceLength = end - start
    pivotPoint = start + Math.floor(sliceLength / 2)
    pivotIndex = this.elements[pivotPoint * 2]
  }

  if (pivotIndex == index) {
    return pivotPoint * 2
  }

  if (pivotIndex > index) {
    return pivotPoint * 2
  }

  if (pivotIndex < index) {
    return (pivotPoint + 1) * 2
  }
}

/**
 * Inserts an element at an index within the vector.
 *
 * Does not allow duplicates, will throw an error if there is already an entry
 * for this index.
 *
 * @param {Number} insertIdx - The index at which the element should be inserted.
 * @param {Number} val - The value to be inserted into the vector.
 */
lunr.Vector.prototype.insert = function (insertIdx, val) {
  this.upsert(insertIdx, val, function () {
    throw "duplicate index"
  })
}

/**
 * Inserts or updates an existing index within the vector.
 *
 * @param {Number} insertIdx - The index at which the element should be inserted.
 * @param {Number} val - The value to be inserted into the vector.
 * @param {function} fn - A function that is called for updates, the existing value and the
 * requested value are passed as arguments
 */
lunr.Vector.prototype.upsert = function (insertIdx, val, fn) {
  this._magnitude = 0
  var position = this.positionForIndex(insertIdx)

  if (this.elements[position] == insertIdx) {
    this.elements[position + 1] = fn(this.elements[position + 1], val)
  } else {
    this.elements.splice(position, 0, insertIdx, val)
  }
}

/**
 * Calculates the magnitude of this vector.
 *
 * @returns {Number}
 */
lunr.Vector.prototype.magnitude = function () {
  if (this._magnitude) return this._magnitude

  var sumOfSquares = 0,
      elementsLength = this.elements.length

  for (var i = 1; i < elementsLength; i += 2) {
    var val = this.elements[i]
    sumOfSquares += val * val
  }

  return this._magnitude = Math.sqrt(sumOfSquares)
}

/**
 * Calculates the dot product of this vector and another vector.
 *
 * @param {lunr.Vector} otherVector - The vector to compute the dot product with.
 * @returns {Number}
 */
lunr.Vector.prototype.dot = function (otherVector) {
  var dotProduct = 0,
      a = this.elements, b = otherVector.elements,
      aLen = a.length, bLen = b.length,
      aVal = 0, bVal = 0,
      i = 0, j = 0

  while (i < aLen && j < bLen) {
    aVal = a[i], bVal = b[j]
    if (aVal < bVal) {
      i += 2
    } else if (aVal > bVal) {
      j += 2
    } else if (aVal == bVal) {
      dotProduct += a[i + 1] * b[j + 1]
      i += 2
      j += 2
    }
  }

  return dotProduct
}

/**
 * Calculates the similarity between this vector and another vector.
 *
 * @param {lunr.Vector} otherVector - The other vector to calculate the
 * similarity with.
 * @returns {Number}
 */
lunr.Vector.prototype.similarity = function (otherVector) {
  return this.dot(otherVector) / this.magnitude() || 0
}

/**
 * Converts the vector to an array of the elements within the vector.
 *
 * @returns {Number[]}
 */
lunr.Vector.prototype.toArray = function () {
  var output = new Array (this.elements.length / 2)

  for (var i = 1, j = 0; i < this.elements.length; i += 2, j++) {
    output[j] = this.elements[i]
  }

  return output
}

/**
 * A JSON serializable representation of the vector.
 *
 * @returns {Number[]}
 */
lunr.Vector.prototype.toJSON = function () {
  return this.elements
}