elasticlunr.js

/**
 * elasticlunr - http://weixsong.github.io
 * Lightweight full-text search engine in Javascript for browser search and offline search. - 0.9.5
 *
 * Copyright (C) 2017 Oliver Nightingale
 * Copyright (C) 2017 Wei Song
 * MIT Licensed
 * @license
 */

(function(){

/*!
 * elasticlunr.js
 * Copyright (C) 2017 Oliver Nightingale
 * Copyright (C) 2017 Wei Song
 */

/**
 * Convenience function for instantiating a new elasticlunr index and configuring it
 * with the default pipeline functions and the passed config function.
 *
 * When using this convenience function a new index will be created with the
 * following functions already in the pipeline:
 * 
 * 1. elasticlunr.trimmer - trim non-word character
 * 2. elasticlunr.StopWordFilter - filters out any stop words before they enter the
 * index
 * 3. elasticlunr.stemmer - stems the tokens before entering the index.
 *
 *
 * Example:
 *
 *     var idx = elasticlunr(function () {
 *       this.addField('id');
 *       this.addField('title');
 *       this.addField('body');
 *       
 *       //this.setRef('id'); // default ref is 'id'
 *
 *       this.pipeline.add(function () {
 *         // some custom pipeline function
 *       });
 *     });
 * 
 *    idx.addDoc({
 *      id: 1, 
 *      title: 'Oracle released database 12g',
 *      body: 'Yestaday, Oracle has released their latest database, named 12g, more robust. this product will increase Oracle profit.'
 *    });
 * 
 *    idx.addDoc({
 *      id: 2, 
 *      title: 'Oracle released annual profit report',
 *      body: 'Yestaday, Oracle has released their annual profit report of 2015, total profit is 12.5 Billion.'
 *    });
 * 
 *    # simple search
 *    idx.search('oracle database');
 * 
 *    # search with query-time boosting
 *    idx.search('oracle database', {fields: {title: {boost: 2}, body: {boost: 1}}});
 *
 * @param {Function} config A function that will be called with the new instance
 * of the elasticlunr.Index as both its context and first parameter. It can be used to
 * customize the instance of new elasticlunr.Index.
 * @namespace
 * @module
 * @return {elasticlunr.Index}
 *
 */
var elasticlunr = function (config) {
  var idx = new elasticlunr.Index;

  idx.pipeline.add(
    elasticlunr.trimmer,
    elasticlunr.stopWordFilter,
    elasticlunr.stemmer
  );

  if (config) config.call(idx, idx);

  return idx;
};

elasticlunr.version = "0.9.5";

// only used this to make elasticlunr.js compatible with lunr-languages
// this is a trick to define a global alias of elasticlunr
lunr = elasticlunr;

/*!
 * elasticlunr.utils
 * Copyright (C) 2017 Oliver Nightingale
 * Copyright (C) 2017 Wei Song
 */

/**
 * A namespace containing utils for the rest of the elasticlunr library
 */
elasticlunr.utils = {};

/**
 * Print a warning message to the console.
 *
 * @param {String} message The message to be printed.
 * @memberOf Utils
 */
elasticlunr.utils.warn = (function (global) {
  return function (message) {
    if (global.console && console.warn) {
      console.warn(message);
    }
  };
})(this);

/**
 * Convert an object to string.
 *
 * In the case of `null` and `undefined` the function returns
 * an empty string, in all other cases the result of calling
 * `toString` on the passed object is returned.
 *
 * @param {object} obj The object to convert to a string.
 * @return {String} string representation of the passed object.
 * @memberOf Utils
 */
elasticlunr.utils.toString = function (obj) {
  if (obj === void 0 || obj === null) {
    return "";
  }

  return obj.toString();
};
/*!
 * elasticlunr.EventEmitter
 * Copyright (C) 2017 Oliver Nightingale
 * Copyright (C) 2017 Wei Song
 */

/**
 * elasticlunr.EventEmitter is an event emitter for elasticlunr.
 * It manages adding and removing event handlers and triggering events and their handlers.
 *
 * Each event could has multiple corresponding functions,
 * these functions will be called as the sequence that they are added into the event.
 * 
 * @constructor
 */
elasticlunr.EventEmitter = function () {
  this.events = {};
};

/**
 * Binds a handler function to a specific event(s).
 *
 * Can bind a single function to many different events in one call.
 *
 * @param {String} [eventName] The name(s) of events to bind this function to.
 * @param {Function} fn The function to call when an event is fired.
 * @memberOf EventEmitter
 */
elasticlunr.EventEmitter.prototype.addListener = function () {
  var args = Array.prototype.slice.call(arguments),
      fn = args.pop(),
      names = args;

  if (typeof fn !== "function") throw new TypeError ("last argument must be a function");

  names.forEach(function (name) {
    if (!this.hasHandler(name)) this.events[name] = [];
    this.events[name].push(fn);
  }, this);
};

/**
 * Removes a handler function from a specific event.
 *
 * @param {String} eventName The name of the event to remove this function from.
 * @param {Function} fn The function to remove from an event.
 * @memberOf EventEmitter
 */
elasticlunr.EventEmitter.prototype.removeListener = function (name, fn) {
  if (!this.hasHandler(name)) return;

  var fnIndex = this.events[name].indexOf(fn);
  if (fnIndex === -1) return;

  this.events[name].splice(fnIndex, 1);

  if (this.events[name].length == 0) delete this.events[name];
};

/**
 * Call all functions that bounded to the given event.
 *
 * Additional data can be passed to the event handler as arguments to `emit`
 * after the event name.
 *
 * @param {String} eventName The name of the event to emit.
 * @memberOf EventEmitter
 */
elasticlunr.EventEmitter.prototype.emit = function (name) {
  if (!this.hasHandler(name)) return;

  var args = Array.prototype.slice.call(arguments, 1);

  this.events[name].forEach(function (fn) {
    fn.apply(undefined, args);
  }, this);
};

/**
 * Checks whether a handler has ever been stored against an event.
 *
 * @param {String} eventName The name of the event to check.
 * @private
 * @memberOf EventEmitter
 */
elasticlunr.EventEmitter.prototype.hasHandler = function (name) {
  return name in this.events;
};
/*!
 * elasticlunr.tokenizer
 * Copyright (C) 2017 Oliver Nightingale
 * Copyright (C) 2017 Wei Song
 */

/**
 * A function for splitting a string into tokens.
 * Currently English is supported as default.
 * Uses `elasticlunr.tokenizer.seperator` to split strings, you could change
 * the value of this property to set how you want strings are split into tokens.
 * IMPORTANT: use elasticlunr.tokenizer.seperator carefully, if you are not familiar with
 * text process, then you'd better not change it.
 *
 * @module
 * @param {String} str The string that you want to tokenize.
 * @see elasticlunr.tokenizer.seperator
 * @return {Array}
 */
elasticlunr.tokenizer = function (str) {
  if (!arguments.length || str === null || str === undefined) return [];
  if (Array.isArray(str)) {
    var arr = str.filter(function(token) {
      if (token === null || token === undefined) {
        return false;
      }

      return true;
    });

    arr = arr.map(function (t) {
      return elasticlunr.utils.toString(t).toLowerCase();
    });

    var out = [];
    arr.forEach(function(item) {
      var tokens = item.split(elasticlunr.tokenizer.seperator);
      out = out.concat(tokens);
    }, this);

    return out;
  }

  return str.toString().trim().toLowerCase().split(elasticlunr.tokenizer.seperator);
};

/**
 * Default string seperator.
 */
elasticlunr.tokenizer.defaultSeperator = /[\s\-]+/;

/**
 * The sperator used to split a string into tokens. Override this property to change the behaviour of
 * `elasticlunr.tokenizer` behaviour when tokenizing strings. By default this splits on whitespace and hyphens.
 *
 * @static
 * @see elasticlunr.tokenizer
 */
elasticlunr.tokenizer.seperator = elasticlunr.tokenizer.defaultSeperator;

/**
 * Set up customized string seperator
 *
 * @param {Object} sep The customized seperator that you want to use to tokenize a string.
 */
elasticlunr.tokenizer.setSeperator = function(sep) {
    if (sep !== null && sep !== undefined && typeof(sep) === 'object') {
        elasticlunr.tokenizer.seperator = sep;
    }
}

/**
 * Reset string seperator
 *
 */
elasticlunr.tokenizer.resetSeperator = function() {
    elasticlunr.tokenizer.seperator = elasticlunr.tokenizer.defaultSeperator;
}

/**
 * Get string seperator
 *
 */
elasticlunr.tokenizer.getSeperator = function() {
    return elasticlunr.tokenizer.seperator;
}
/*!
 * elasticlunr.Pipeline
 * Copyright (C) 2017 Oliver Nightingale
 * Copyright (C) 2017 Wei Song
 */

/**
 * elasticlunr.Pipelines maintain an ordered list of functions to be applied to 
 * both documents tokens and query tokens.
 *
 * An instance of elasticlunr.Index will contain a pipeline
 * with a trimmer, a stop word filter, an English stemmer. Extra
 * functions can be added before or after either of these functions or these
 * default functions can be removed.
 *
 * When run the pipeline, it will call each function in turn.
 *
 * The output of the functions in the pipeline will be passed to the next function
 * in the pipeline. To exclude a token from entering the index the function
 * should return undefined, the rest of the pipeline will not be called with
 * this token.
 *
 * For serialisation of pipelines to work, all functions used in an instance of
 * a pipeline should be registered with elasticlunr.Pipeline. Registered functions can
 * then be loaded. If trying to load a serialised pipeline that uses functions
 * that are not registered an error will be thrown.
 *
 * If not planning on serialising the pipeline then registering pipeline functions
 * is not necessary.
 *
 * @constructor
 */
elasticlunr.Pipeline = function () {
  this._queue = [];
};

elasticlunr.Pipeline.registeredFunctions = {};

/**
 * Register a function in the pipeline.
 *
 * Functions that are used in the pipeline should be registered if the pipeline
 * needs to be serialised, or a serialised pipeline needs to be loaded.
 *
 * Registering a function does not add it to a pipeline, functions must still be
 * added to instances of the pipeline for them to be used when running a pipeline.
 *
 * @param {Function} fn The function to register.
 * @param {String} label The label to register this function with
 * @memberOf Pipeline
 */
elasticlunr.Pipeline.registerFunction = function (fn, label) {
  if (label in elasticlunr.Pipeline.registeredFunctions) {
    elasticlunr.utils.warn('Overwriting existing registered function: ' + label);
  }

  fn.label = label;
  elasticlunr.Pipeline.registeredFunctions[label] = fn;
};

/**
 * Get a registered function in the pipeline.
 *
 * @param {String} label The label of registered function.
 * @return {Function}
 * @memberOf Pipeline
 */
elasticlunr.Pipeline.getRegisteredFunction = function (label) {
  if ((label in elasticlunr.Pipeline.registeredFunctions) !== true) {
    return null;
  }

  return elasticlunr.Pipeline.registeredFunctions[label];
};

/**
 * Warns if the function is not registered as a Pipeline function.
 *
 * @param {Function} fn The function to check for.
 * @private
 * @memberOf Pipeline
 */
elasticlunr.Pipeline.warnIfFunctionNotRegistered = function (fn) {
  var isRegistered = fn.label && (fn.label in this.registeredFunctions);

  if (!isRegistered) {
    elasticlunr.utils.warn('Function is not registered with pipeline. This may cause problems when serialising the index.\n', fn);
  }
};

/**
 * Loads a previously serialised pipeline.
 *
 * All functions to be loaded must already be registered with elasticlunr.Pipeline.
 * If any function from the serialised data has not been registered then an
 * error will be thrown.
 *
 * @param {Object} serialised The serialised pipeline to load.
 * @return {elasticlunr.Pipeline}
 * @memberOf Pipeline
 */
elasticlunr.Pipeline.load = function (serialised) {
  var pipeline = new elasticlunr.Pipeline;

  serialised.forEach(function (fnName) {
    var fn = elasticlunr.Pipeline.getRegisteredFunction(fnName);

    if (fn) {
      pipeline.add(fn);
    } else {
      throw new Error('Cannot load un-registered function: ' + fnName);
    }
  });

  return pipeline;
};

/**
 * Adds new functions to the end of the pipeline.
 *
 * Logs a warning if the function has not been registered.
 *
 * @param {Function} functions Any number of functions to add to the pipeline.
 * @memberOf Pipeline
 */
elasticlunr.Pipeline.prototype.add = function () {
  var fns = Array.prototype.slice.call(arguments);

  fns.forEach(function (fn) {
    elasticlunr.Pipeline.warnIfFunctionNotRegistered(fn);
    this._queue.push(fn);
  }, this);
};

/**
 * Adds a single function after a function that already exists in the
 * pipeline.
 *
 * Logs a warning if the function has not been registered.
 * If existingFn is not found, throw an Exception.
 *
 * @param {Function} existingFn A function that already exists in the pipeline.
 * @param {Function} newFn The new function to add to the pipeline.
 * @memberOf Pipeline
 */
elasticlunr.Pipeline.prototype.after = function (existingFn, newFn) {
  elasticlunr.Pipeline.warnIfFunctionNotRegistered(newFn);

  var pos = this._queue.indexOf(existingFn);
  if (pos === -1) {
    throw new Error('Cannot find existingFn');
  }

  this._queue.splice(pos + 1, 0, newFn);
};

/**
 * Adds a single function before a function that already exists in the
 * pipeline.
 *
 * Logs a warning if the function has not been registered.
 * If existingFn is not found, throw an Exception.
 *
 * @param {Function} existingFn A function that already exists in the pipeline.
 * @param {Function} newFn The new function to add to the pipeline.
 * @memberOf Pipeline
 */
elasticlunr.Pipeline.prototype.before = function (existingFn, newFn) {
  elasticlunr.Pipeline.warnIfFunctionNotRegistered(newFn);

  var pos = this._queue.indexOf(existingFn);
  if (pos === -1) {
    throw new Error('Cannot find existingFn');
  }

  this._queue.splice(pos, 0, newFn);
};

/**
 * Removes a function from the pipeline.
 *
 * @param {Function} fn The function to remove from the pipeline.
 * @memberOf Pipeline
 */
elasticlunr.Pipeline.prototype.remove = function (fn) {
  var pos = this._queue.indexOf(fn);
  if (pos === -1) {
    return;
  }

  this._queue.splice(pos, 1);
};

/**
 * Runs the current list of functions that registered in the pipeline against the
 * input tokens.
 *
 * @param {Array} tokens The tokens to run through the pipeline.
 * @return {Array}
 * @memberOf Pipeline
 */
elasticlunr.Pipeline.prototype.run = function (tokens) {
  var out = [],
      tokenLength = tokens.length,
      pipelineLength = this._queue.length;

  for (var i = 0; i < tokenLength; i++) {
    var token = tokens[i];

    for (var j = 0; j < pipelineLength; j++) {
      token = this._queue[j](token, i, tokens);
      if (token === void 0 || token === null) break;
    };

    if (token !== void 0 && token !== null) out.push(token);
  };

  return out;
};

/**
 * Resets the pipeline by removing any existing processors.
 *
 * @memberOf Pipeline
 */
elasticlunr.Pipeline.prototype.reset = function () {
  this._queue = [];
};

 /**
  * Get the pipeline if user want to check the pipeline.
  *
  * @memberOf Pipeline
  */
 elasticlunr.Pipeline.prototype.get = function () {
   return this._queue;
 };

/**
 * Returns a representation of the pipeline ready for serialisation.
 * Only serialize pipeline function's name. Not storing function, so when
 * loading the archived JSON index file, corresponding pipeline function is 
 * added by registered function of elasticlunr.Pipeline.registeredFunctions
 *
 * Logs a warning if the function has not been registered.
 *
 * @return {Array}
 * @memberOf Pipeline
 */
elasticlunr.Pipeline.prototype.toJSON = function () {
  return this._queue.map(function (fn) {
    elasticlunr.Pipeline.warnIfFunctionNotRegistered(fn);
    return fn.label;
  });
};
/*!
 * elasticlunr.Index
 * Copyright (C) 2017 Oliver Nightingale
 * Copyright (C) 2017 Wei Song
 */

/**
 * elasticlunr.Index is object that manages a search index.  It contains the indexes
 * and stores all the tokens and document lookups.  It also provides the main
 * user facing API for the library.
 *
 * @constructor
 */
elasticlunr.Index = function () {
  this._fields = [];
  this._ref = 'id';
  this.pipeline = new elasticlunr.Pipeline;
  this.documentStore = new elasticlunr.DocumentStore;
  this.index = {};
  this.eventEmitter = new elasticlunr.EventEmitter;
  this._idfCache = {};

  this.on('add', 'remove', 'update', (function () {
    this._idfCache = {};
  }).bind(this));
};

/**
 * Bind a handler to events being emitted by the index.
 *
 * The handler can be bound to many events at the same time.
 *
 * @param {String} [eventName] The name(s) of events to bind the function to.
 * @param {Function} fn The serialised set to load.
 * @memberOf Index
 */
elasticlunr.Index.prototype.on = function () {
  var args = Array.prototype.slice.call(arguments);
  return this.eventEmitter.addListener.apply(this.eventEmitter, args);
};

/**
 * Removes a handler from an event being emitted by the index.
 *
 * @param {String} eventName The name of events to remove the function from.
 * @param {Function} fn The serialised set to load.
 * @memberOf Index
 */
elasticlunr.Index.prototype.off = function (name, fn) {
  return this.eventEmitter.removeListener(name, fn);
};

/**
 * Loads a previously serialised index.
 *
 * Issues a warning if the index being imported was serialised
 * by a different version of elasticlunr.
 *
 * @param {Object} serialisedData The serialised set to load.
 * @return {elasticlunr.Index}
 * @memberOf Index
 */
elasticlunr.Index.load = function (serialisedData) {
  if (serialisedData.version !== elasticlunr.version) {
    elasticlunr.utils.warn('version mismatch: current '
                    + elasticlunr.version + ' importing ' + serialisedData.version);
  }

  var idx = new this;

  idx._fields = serialisedData.fields;
  idx._ref = serialisedData.ref;
  idx.documentStore = elasticlunr.DocumentStore.load(serialisedData.documentStore);
  idx.pipeline = elasticlunr.Pipeline.load(serialisedData.pipeline);
  idx.index = {};
  for (var field in serialisedData.index) {
    idx.index[field] = elasticlunr.InvertedIndex.load(serialisedData.index[field]);
  }

  return idx;
};

/**
 * Adds a field to the list of fields that will be searchable within documents in the index.
 *
 * Remember that inner index is build based on field, which means each field has one inverted index.
 *
 * Fields should be added before any documents are added to the index, fields
 * that are added after documents are added to the index will only apply to new
 * documents added to the index.
 *
 * @param {String} fieldName The name of the field within the document that should be indexed
 * @return {elasticlunr.Index}
 * @memberOf Index
 */
elasticlunr.Index.prototype.addField = function (fieldName) {
  this._fields.push(fieldName);
  this.index[fieldName] = new elasticlunr.InvertedIndex;
  return this;
};

/**
 * Sets the property used to uniquely identify documents added to the index,
 * by default this property is 'id'.
 *
 * This should only be changed before adding documents to the index, changing
 * the ref property without resetting the index can lead to unexpected results.
 *
 * @param {String} refName The property to use to uniquely identify the
 * documents in the index.
 * @param {Boolean} emitEvent Whether to emit add events, defaults to true
 * @return {elasticlunr.Index}
 * @memberOf Index
 */
elasticlunr.Index.prototype.setRef = function (refName) {
  this._ref = refName;
  return this;
};

/**
 *
 * Set if the JSON format original documents are save into elasticlunr.DocumentStore
 *
 * Defaultly save all the original JSON documents.
 *
 * @param {Boolean} save Whether to save the original JSON documents.
 * @return {elasticlunr.Index}
 * @memberOf Index
 */
elasticlunr.Index.prototype.saveDocument = function (save) {
  this.documentStore = new elasticlunr.DocumentStore(save);
  return this;
};

/**
 * Add a JSON format document to the index.
 *
 * This is the way new documents enter the index, this function will run the
 * fields from the document through the index's pipeline and then add it to
 * the index, it will then show up in search results.
 *
 * An 'add' event is emitted with the document that has been added and the index
 * the document has been added to. This event can be silenced by passing false
 * as the second argument to add.
 *
 * @param {Object} doc The JSON format document to add to the index.
 * @param {Boolean} emitEvent Whether or not to emit events, default true.
 * @memberOf Index
 */
elasticlunr.Index.prototype.addDoc = function (doc, emitEvent) {
  if (!doc) return;
  var emitEvent = emitEvent === undefined ? true : emitEvent;

  var docRef = doc[this._ref];

  this.documentStore.addDoc(docRef, doc);
  this._fields.forEach(function (field) {
    var fieldTokens = this.pipeline.run(elasticlunr.tokenizer(doc[field]));
    this.documentStore.addFieldLength(docRef, field, fieldTokens.length);

    var tokenCount = {};
    fieldTokens.forEach(function (token) {
      if (token in tokenCount) tokenCount[token] += 1;
      else tokenCount[token] = 1;
    }, this);

    for (var token in tokenCount) {
      var termFrequency = tokenCount[token];
      termFrequency = Math.sqrt(termFrequency);
      this.index[field].addToken(token, { ref: docRef, tf: termFrequency });
    }
  }, this);

  if (emitEvent) this.eventEmitter.emit('add', doc, this);
};

/**
 * Removes a document from the index by doc ref.
 *
 * To make sure documents no longer show up in search results they can be
 * removed from the index using this method.
 *
 * A 'remove' event is emitted with the document that has been removed and the index
 * the document has been removed from. This event can be silenced by passing false
 * as the second argument to remove.
 *
 * If user setting DocumentStore not storing the documents, then remove doc by docRef is not allowed.
 *
 * @param {String|Integer} docRef The document ref to remove from the index.
 * @param {Boolean} emitEvent Whether to emit remove events, defaults to true
 * @memberOf Index
 */
elasticlunr.Index.prototype.removeDocByRef = function (docRef, emitEvent) {
  if (!docRef) return;
  if (this.documentStore.isDocStored() === false) {
    return;
  }

  if (!this.documentStore.hasDoc(docRef)) return;
  var doc = this.documentStore.getDoc(docRef);
  this.removeDoc(doc, false);
};

/**
 * Removes a document from the index.
 * This remove operation could work even the original doc is not store in the DocumentStore.
 *
 * To make sure documents no longer show up in search results they can be
 * removed from the index using this method.
 *
 * A 'remove' event is emitted with the document that has been removed and the index
 * the document has been removed from. This event can be silenced by passing false
 * as the second argument to remove.
 *
 *
 * @param {Object} doc The document ref to remove from the index.
 * @param {Boolean} emitEvent Whether to emit remove events, defaults to true
 * @memberOf Index
 */
elasticlunr.Index.prototype.removeDoc = function (doc, emitEvent) {
  if (!doc) return;

  var emitEvent = emitEvent === undefined ? true : emitEvent;

  var docRef = doc[this._ref];
  if (!this.documentStore.hasDoc(docRef)) return;

  this.documentStore.removeDoc(docRef);

  this._fields.forEach(function (field) {
    var fieldTokens = this.pipeline.run(elasticlunr.tokenizer(doc[field]));
    fieldTokens.forEach(function (token) {
      this.index[field].removeToken(token, docRef);
    }, this);
  }, this);

  if (emitEvent) this.eventEmitter.emit('remove', doc, this);
};

/**
 * Updates a document in the index.
 *
 * When a document contained within the index gets updated, fields changed,
 * added or removed, to make sure it correctly matched against search queries,
 * it should be updated in the index.
 *
 * This method is just a wrapper around `remove` and `add`
 *
 * An 'update' event is emitted with the document that has been updated and the index.
 * This event can be silenced by passing false as the second argument to update. Only
 * an update event will be fired, the 'add' and 'remove' events of the underlying calls
 * are silenced.
 *
 * @param {Object} doc The document to update in the index.
 * @param {Boolean} emitEvent Whether to emit update events, defaults to true
 * @see Index.prototype.remove
 * @see Index.prototype.add
 * @memberOf Index
 */
elasticlunr.Index.prototype.updateDoc = function (doc, emitEvent) {
  var emitEvent = emitEvent === undefined ? true : emitEvent;

  this.removeDocByRef(doc[this._ref], false);
  this.addDoc(doc, false);

  if (emitEvent) this.eventEmitter.emit('update', doc, this);
};

/**
 * Calculates the inverse document frequency for a token within the index of a field.
 *
 * @param {String} token The token to calculate the idf of.
 * @param {String} field The field to compute idf.
 * @see Index.prototype.idf
 * @private
 * @memberOf Index
 */
elasticlunr.Index.prototype.idf = function (term, field) {
  var cacheKey = "@" + field + '/' + term;
  if (Object.prototype.hasOwnProperty.call(this._idfCache, cacheKey)) return this._idfCache[cacheKey];

  var df = this.index[field].getDocFreq(term);
  var idf = 1 + Math.log(this.documentStore.length / (df + 1));
  this._idfCache[cacheKey] = idf;

  return idf;
};

/**
 * get fields of current index instance
 *
 * @return {Array}
 */
elasticlunr.Index.prototype.getFields = function () {
  return this._fields.slice();
};

/**
 * Searches the index using the passed query.
 * Queries should be a string, multiple words are allowed.
 *
 * If config is null, will search all fields defaultly, and lead to OR based query.
 * If config is specified, will search specified with query time boosting.
 *
 * All query tokens are passed through the same pipeline that document tokens
 * are passed through, so any language processing involved will be run on every
 * query term.
 *
 * Each query term is expanded, so that the term 'he' might be expanded to
 * 'hello' and 'help' if those terms were already included in the index.
 *
 * Matching documents are returned as an array of objects, each object contains
 * the matching document ref, as set for this index, and the similarity score
 * for this document against the query.
 *
 * @param {String} query The query to search the index with.
 * @param {JSON} userConfig The user query config, JSON format.
 * @return {Object}
 * @see Index.prototype.idf
 * @see Index.prototype.documentVector
 * @memberOf Index
 */
elasticlunr.Index.prototype.search = function (query, userConfig) {
  if (!query) return [];
  if (typeof query === 'string') {
    query = {any: query};
  } else {
    query = JSON.parse(JSON.stringify(query));
  }

  var configStr = null;
  if (userConfig != null) {
    configStr = JSON.stringify(userConfig);
  }

  var config = new elasticlunr.Configuration(configStr, this.getFields()).get();

  var queryTokens = {};
  var queryFields = Object.keys(query);

  for (var i = 0; i < queryFields.length; i++) {
    var key = queryFields[i];

    queryTokens[key] = this.pipeline.run(elasticlunr.tokenizer(query[key]));
  }

  var queryResults = {};

  for (var field in config) {
    var tokens = queryTokens[field] || queryTokens.any;
    if (!tokens) {
      continue;
    }

    var fieldSearchResults = this.fieldSearch(tokens, field, config);
    var fieldBoost = config[field].boost;

    for (var docRef in fieldSearchResults) {
      fieldSearchResults[docRef] = fieldSearchResults[docRef] * fieldBoost;
    }

    for (var docRef in fieldSearchResults) {
      if (docRef in queryResults) {
        queryResults[docRef] += fieldSearchResults[docRef];
      } else {
        queryResults[docRef] = fieldSearchResults[docRef];
      }
    }
  }

  var results = [];
  var result;
  for (var docRef in queryResults) {
    result = {ref: docRef, score: queryResults[docRef]};
    if (this.documentStore.hasDoc(docRef)) {
      result.doc = this.documentStore.getDoc(docRef);
    }
    results.push(result);
  }

  results.sort(function (a, b) { return b.score - a.score; });
  return results;
};

/**
 * search queryTokens in specified field.
 *
 * @param {Array} queryTokens The query tokens to query in this field.
 * @param {String} field Field to query in.
 * @param {elasticlunr.Configuration} config The user query config, JSON format.
 * @return {Object}
 */
elasticlunr.Index.prototype.fieldSearch = function (queryTokens, fieldName, config) {
  var booleanType = config[fieldName].bool;
  var expand = config[fieldName].expand;
  var boost = config[fieldName].boost;
  var scores = null;
  var docTokens = {};

  // Do nothing if the boost is 0
  if (boost === 0) {
    return;
  }

  queryTokens.forEach(function (token) {
    var tokens = [token];
    if (expand == true) {
      tokens = this.index[fieldName].expandToken(token);
    }
    // Consider every query token in turn. If expanded, each query token
    // corresponds to a set of tokens, which is all tokens in the
    // index matching the pattern queryToken* .
    // For the set of tokens corresponding to a query token, find and score
    // all matching documents. Store those scores in queryTokenScores,
    // keyed by docRef.
    // Then, depending on the value of booleanType, combine the scores
    // for this query token with previous scores.  If booleanType is OR,
    // then merge the scores by summing into the accumulated total, adding
    // new document scores are required (effectively a union operator).
    // If booleanType is AND, accumulate scores only if the document
    // has previously been scored by another query token (an intersection
    // operation0.
    // Furthermore, since when booleanType is AND, additional
    // query tokens can't add new documents to the result set, use the
    // current document set to limit the processing of each new query
    // token for efficiency (i.e., incremental intersection).

    var queryTokenScores = {};
    tokens.forEach(function (key) {
      var docs = this.index[fieldName].getDocs(key);
      var idf = this.idf(key, fieldName);

      if (scores && booleanType == 'AND') {
          // special case, we can rule out documents that have been
          // already been filtered out because they weren't scored
          // by previous query token passes.
          var filteredDocs = {};
          for (var docRef in scores) {
              if (docRef in docs) {
                  filteredDocs[docRef] = docs[docRef];
              }
          }
          docs = filteredDocs;
      }
      // only record appeared token for retrieved documents for the
      // original token, not for expaned token.
      // beause for doing coordNorm for a retrieved document, coordNorm only care how many
      // query token appear in that document.
      // so expanded token should not be added into docTokens, if added, this will pollute the
      // coordNorm
      if (key == token) {
        this.fieldSearchStats(docTokens, key, docs);
      }

      for (var docRef in docs) {
        var tf = this.index[fieldName].getTermFrequency(key, docRef);
        var fieldLength = this.documentStore.getFieldLength(docRef, fieldName);
        var fieldLengthNorm = 1;
        if (fieldLength != 0) {
          fieldLengthNorm = 1 / Math.sqrt(fieldLength);
        }

        var penality = 1;
        if (key != token) {
          // currently I'm not sure if this penality is enough,
          // need to do verification
          penality = (1 - (key.length - token.length) / key.length) * 0.15;
        }

        var score = tf * idf * fieldLengthNorm * penality;

        if (docRef in queryTokenScores) {
          queryTokenScores[docRef] += score;
        } else {
          queryTokenScores[docRef] = score;
        }
      }
    }, this);

    scores = this.mergeScores(scores, queryTokenScores, booleanType);
  }, this);

  scores = this.coordNorm(scores, docTokens, queryTokens.length);
  return scores;
};

/**
 * Merge the scores from one set of tokens into an accumulated score table.
 * Exact operation depends on the op parameter. If op is 'AND', then only the
 * intersection of the two score lists is retained. Otherwise, the union of
 * the two score lists is returned. For internal use only.
 *
 * @param {Object} bool accumulated scores. Should be null on first call.
 * @param {String} scores new scores to merge into accumScores.
 * @param {Object} op merge operation (should be 'AND' or 'OR').
 *
 */

elasticlunr.Index.prototype.mergeScores = function (accumScores, scores, op) {
    if (!accumScores) {
        return scores;
    }
    if (op == 'AND') {
        var intersection = {};
        for (var docRef in scores) {
            if (docRef in accumScores) {
                intersection[docRef] = accumScores[docRef] + scores[docRef];
            }
        }
        return intersection;
    } else {
        for (var docRef in scores) {
            if (docRef in accumScores) {
                accumScores[docRef] += scores[docRef];
            } else {
                accumScores[docRef] = scores[docRef];
            }
        }
        return accumScores;
    }
};


/**
 * Record the occuring query token of retrieved doc specified by doc field.
 * Only for inner user.
 *
 * @param {Object} docTokens a data structure stores which token appears in the retrieved doc.
 * @param {String} token query token
 * @param {Object} docs the retrieved documents of the query token
 *
 */
elasticlunr.Index.prototype.fieldSearchStats = function (docTokens, token, docs) {
  for (var doc in docs) {
    if (doc in docTokens) {
      docTokens[doc].push(token);
    } else {
      docTokens[doc] = [token];
    }
  }
};

/**
 * coord norm the score of a doc.
 * if a doc contain more query tokens, then the score will larger than the doc
 * contains less query tokens.
 *
 * only for inner use.
 *
 * @param {Object} results first results
 * @param {Object} docs field search results of a token
 * @param {Integer} n query token number
 * @return {Object}
 */
elasticlunr.Index.prototype.coordNorm = function (scores, docTokens, n) {
  for (var doc in scores) {
    if (!(doc in docTokens)) continue;
    var tokens = docTokens[doc].length;
    scores[doc] = scores[doc] * tokens / n;
  }

  return scores;
};

/**
 * Returns a representation of the index ready for serialisation.
 *
 * @return {Object}
 * @memberOf Index
 */
elasticlunr.Index.prototype.toJSON = function () {
  var indexJson = {};
  this._fields.forEach(function (field) {
    indexJson[field] = this.index[field].toJSON();
  }, this);

  return {
    version: elasticlunr.version,
    fields: this._fields,
    ref: this._ref,
    documentStore: this.documentStore.toJSON(),
    index: indexJson,
    pipeline: this.pipeline.toJSON()
  };
};

/**
 * Applies a plugin to the current index.
 *
 * A plugin is a function that is called with the index as its context.
 * Plugins can be used to customise or extend the behaviour the index
 * in some way. A plugin is just a function, that encapsulated the custom
 * behaviour that should be applied to the index.
 *
 * The plugin function will be called with the index as its argument, additional
 * arguments can also be passed when calling use. The function will be called
 * with the index as its context.
 *
 * Example:
 *
 *     var myPlugin = function (idx, arg1, arg2) {
 *       // `this` is the index to be extended
 *       // apply any extensions etc here.
 *     }
 *
 *     var idx = elasticlunr(function () {
 *       this.use(myPlugin, 'arg1', 'arg2')
 *     })
 *
 * @param {Function} plugin The plugin to apply.
 * @memberOf Index
 */
elasticlunr.Index.prototype.use = function (plugin) {
  var args = Array.prototype.slice.call(arguments, 1);
  args.unshift(this);
  plugin.apply(this, args);
};
/*!
 * elasticlunr.DocumentStore
 * Copyright (C) 2017 Wei Song
 */

/**
 * elasticlunr.DocumentStore is a simple key-value document store used for storing sets of tokens for
 * documents stored in index.
 *
 * elasticlunr.DocumentStore store original JSON format documents that you could build search snippet by this original JSON document.
 *
 * user could choose whether original JSON format document should be store, if no configuration then document will be stored defaultly.
 * If user care more about the index size, user could select not store JSON documents, then this will has some defects, such as user
 * could not use JSON document to generate snippets of search results.
 *
 * @param {Boolean} save If the original JSON document should be stored.
 * @constructor
 * @module
 */
elasticlunr.DocumentStore = function (save) {
  if (save === null || save === undefined) {
    this._save = true;
  } else {
    this._save = save;
  }

  this.docs = {};
  this.docInfo = {};
  this.length = 0;
};

/**
 * Loads a previously serialised document store
 *
 * @param {Object} serialisedData The serialised document store to load.
 * @return {elasticlunr.DocumentStore}
 */
elasticlunr.DocumentStore.load = function (serialisedData) {
  var store = new this;

  store.length = serialisedData.length;
  store.docs = serialisedData.docs;
  store.docInfo = serialisedData.docInfo;
  store._save = serialisedData.save;

  return store;
};

/**
 * check if current instance store the original doc
 *
 * @return {Boolean}
 */
elasticlunr.DocumentStore.prototype.isDocStored = function () {
  return this._save;
};

/**
 * Stores the given doc in the document store against the given id.
 * If docRef already exist, then update doc.
 *
 * Document is store by original JSON format, then you could use original document to generate search snippets.
 *
 * @param {Integer|String} docRef The key used to store the JSON format doc.
 * @param {Object} doc The JSON format doc.
 */
elasticlunr.DocumentStore.prototype.addDoc = function (docRef, doc) {
  if (!this.hasDoc(docRef)) this.length++;

  if (this._save === true) {
    this.docs[docRef] = clone(doc);
  } else {
    this.docs[docRef] = null;
  }
};

/**
 * Retrieves the JSON doc from the document store for a given key.
 *
 * If docRef not found, return null.
 * If user set not storing the documents, return null.
 *
 * @param {Integer|String} docRef The key to lookup and retrieve from the document store.
 * @return {Object}
 * @memberOf DocumentStore
 */
elasticlunr.DocumentStore.prototype.getDoc = function (docRef) {
  if (this.hasDoc(docRef) === false) return null;
  return this.docs[docRef];
};

/**
 * Checks whether the document store contains a key (docRef).
 *
 * @param {Integer|String} docRef The id to look up in the document store.
 * @return {Boolean}
 * @memberOf DocumentStore
 */
elasticlunr.DocumentStore.prototype.hasDoc = function (docRef) {
  return docRef in this.docs;
};

/**
 * Removes the value for a key in the document store.
 *
 * @param {Integer|String} docRef The id to remove from the document store.
 * @memberOf DocumentStore
 */
elasticlunr.DocumentStore.prototype.removeDoc = function (docRef) {
  if (!this.hasDoc(docRef)) return;

  delete this.docs[docRef];
  delete this.docInfo[docRef];
  this.length--;
};

/**
 * Add field length of a document's field tokens from pipeline results.
 * The field length of a document is used to do field length normalization even without the original JSON document stored.
 *
 * @param {Integer|String} docRef document's id or reference
 * @param {String} fieldName field name
 * @param {Integer} length field length
 */
elasticlunr.DocumentStore.prototype.addFieldLength = function (docRef, fieldName, length) {
  if (docRef === null || docRef === undefined) return;
  if (this.hasDoc(docRef) == false) return;

  if (!this.docInfo[docRef]) this.docInfo[docRef] = {};
  this.docInfo[docRef][fieldName] = length;
};

/**
 * Update field length of a document's field tokens from pipeline results.
 * The field length of a document is used to do field length normalization even without the original JSON document stored.
 *
 * @param {Integer|String} docRef document's id or reference
 * @param {String} fieldName field name
 * @param {Integer} length field length
 */
elasticlunr.DocumentStore.prototype.updateFieldLength = function (docRef, fieldName, length) {
  if (docRef === null || docRef === undefined) return;
  if (this.hasDoc(docRef) == false) return;

  this.addFieldLength(docRef, fieldName, length);
};

/**
 * get field length of a document by docRef
 *
 * @param {Integer|String} docRef document id or reference
 * @param {String} fieldName field name
 * @return {Integer} field length
 */
elasticlunr.DocumentStore.prototype.getFieldLength = function (docRef, fieldName) {
  if (docRef === null || docRef === undefined) return 0;

  if (!(docRef in this.docs)) return 0;
  if (!(fieldName in this.docInfo[docRef])) return 0;
  return this.docInfo[docRef][fieldName];
};

/**
 * Returns a JSON representation of the document store used for serialisation.
 *
 * @return {Object} JSON format
 * @memberOf DocumentStore
 */
elasticlunr.DocumentStore.prototype.toJSON = function () {
  return {
    docs: this.docs,
    docInfo: this.docInfo,
    length: this.length,
    save: this._save
  };
};

/**
 * Cloning object
 *
 * @param {Object} object in JSON format
 * @return {Object} copied object
 */
function clone(obj) {
  if (null === obj || "object" !== typeof obj) return obj;

  var copy = obj.constructor();

  for (var attr in obj) {
    if (obj.hasOwnProperty(attr)) copy[attr] = obj[attr];
  }

  return copy;
}
/*!
 * elasticlunr.stemmer
 * Copyright (C) 2017 Oliver Nightingale
 * Copyright (C) 2017 Wei Song
 * Includes code from - http://tartarus.org/~martin/PorterStemmer/js.txt
 */

/**
 * elasticlunr.stemmer is an english language stemmer, this is a JavaScript
 * implementation of the PorterStemmer taken from http://tartarus.org/~martin
 *
 * @module
 * @param {String} str The string to stem
 * @return {String}
 * @see elasticlunr.Pipeline
 */
elasticlunr.stemmer = (function(){
  var step2list = {
      "ational" : "ate",
      "tional" : "tion",
      "enci" : "ence",
      "anci" : "ance",
      "izer" : "ize",
      "bli" : "ble",
      "alli" : "al",
      "entli" : "ent",
      "eli" : "e",
      "ousli" : "ous",
      "ization" : "ize",
      "ation" : "ate",
      "ator" : "ate",
      "alism" : "al",
      "iveness" : "ive",
      "fulness" : "ful",
      "ousness" : "ous",
      "aliti" : "al",
      "iviti" : "ive",
      "biliti" : "ble",
      "logi" : "log"
    },

    step3list = {
      "icate" : "ic",
      "ative" : "",
      "alize" : "al",
      "iciti" : "ic",
      "ical" : "ic",
      "ful" : "",
      "ness" : ""
    },

    c = "[^aeiou]",          // consonant
    v = "[aeiouy]",          // vowel
    C = c + "[^aeiouy]*",    // consonant sequence
    V = v + "[aeiou]*",      // vowel sequence

    mgr0 = "^(" + C + ")?" + V + C,               // [C]VC... is m>0
    meq1 = "^(" + C + ")?" + V + C + "(" + V + ")?$",  // [C]VC[V] is m=1
    mgr1 = "^(" + C + ")?" + V + C + V + C,       // [C]VCVC... is m>1
    s_v = "^(" + C + ")?" + v;                   // vowel in stem

  var re_mgr0 = new RegExp(mgr0);
  var re_mgr1 = new RegExp(mgr1);
  var re_meq1 = new RegExp(meq1);
  var re_s_v = new RegExp(s_v);

  var re_1a = /^(.+?)(ss|i)es$/;
  var re2_1a = /^(.+?)([^s])s$/;
  var re_1b = /^(.+?)eed$/;
  var re2_1b = /^(.+?)(ed|ing)$/;
  var re_1b_2 = /.$/;
  var re2_1b_2 = /(at|bl|iz)$/;
  var re3_1b_2 = new RegExp("([^aeiouylsz])\\1$");
  var re4_1b_2 = new RegExp("^" + C + v + "[^aeiouwxy]$");

  var re_1c = /^(.+?[^aeiou])y$/;
  var re_2 = /^(.+?)(ational|tional|enci|anci|izer|bli|alli|entli|eli|ousli|ization|ation|ator|alism|iveness|fulness|ousness|aliti|iviti|biliti|logi)$/;

  var re_3 = /^(.+?)(icate|ative|alize|iciti|ical|ful|ness)$/;

  var re_4 = /^(.+?)(al|ance|ence|er|ic|able|ible|ant|ement|ment|ent|ou|ism|ate|iti|ous|ive|ize)$/;
  var re2_4 = /^(.+?)(s|t)(ion)$/;

  var re_5 = /^(.+?)e$/;
  var re_5_1 = /ll$/;
  var re3_5 = new RegExp("^" + C + v + "[^aeiouwxy]$");

  var porterStemmer = function porterStemmer(w) {
    var   stem,
      suffix,
      firstch,
      re,
      re2,
      re3,
      re4;

    if (w.length < 3) { return w; }

    firstch = w.substr(0,1);
    if (firstch == "y") {
      w = firstch.toUpperCase() + w.substr(1);
    }

    // Step 1a
    re = re_1a
    re2 = re2_1a;

    if (re.test(w)) { w = w.replace(re,"$1$2"); }
    else if (re2.test(w)) { w = w.replace(re2,"$1$2"); }

    // Step 1b
    re = re_1b;
    re2 = re2_1b;
    if (re.test(w)) {
      var fp = re.exec(w);
      re = re_mgr0;
      if (re.test(fp[1])) {
        re = re_1b_2;
        w = w.replace(re,"");
      }
    } else if (re2.test(w)) {
      var fp = re2.exec(w);
      stem = fp[1];
      re2 = re_s_v;
      if (re2.test(stem)) {
        w = stem;
        re2 = re2_1b_2;
        re3 = re3_1b_2;
        re4 = re4_1b_2;
        if (re2.test(w)) {  w = w + "e"; }
        else if (re3.test(w)) { re = re_1b_2; w = w.replace(re,""); }
        else if (re4.test(w)) { w = w + "e"; }
      }
    }

    // Step 1c - replace suffix y or Y by i if preceded by a non-vowel which is not the first letter of the word (so cry -> cri, by -> by, say -> say)
    re = re_1c;
    if (re.test(w)) {
      var fp = re.exec(w);
      stem = fp[1];
      w = stem + "i";
    }

    // Step 2
    re = re_2;
    if (re.test(w)) {
      var fp = re.exec(w);
      stem = fp[1];
      suffix = fp[2];
      re = re_mgr0;
      if (re.test(stem)) {
        w = stem + step2list[suffix];
      }
    }

    // Step 3
    re = re_3;
    if (re.test(w)) {
      var fp = re.exec(w);
      stem = fp[1];
      suffix = fp[2];
      re = re_mgr0;
      if (re.test(stem)) {
        w = stem + step3list[suffix];
      }
    }

    // Step 4
    re = re_4;
    re2 = re2_4;
    if (re.test(w)) {
      var fp = re.exec(w);
      stem = fp[1];
      re = re_mgr1;
      if (re.test(stem)) {
        w = stem;
      }
    } else if (re2.test(w)) {
      var fp = re2.exec(w);
      stem = fp[1] + fp[2];
      re2 = re_mgr1;
      if (re2.test(stem)) {
        w = stem;
      }
    }

    // Step 5
    re = re_5;
    if (re.test(w)) {
      var fp = re.exec(w);
      stem = fp[1];
      re = re_mgr1;
      re2 = re_meq1;
      re3 = re3_5;
      if (re.test(stem) || (re2.test(stem) && !(re3.test(stem)))) {
        w = stem;
      }
    }

    re = re_5_1;
    re2 = re_mgr1;
    if (re.test(w) && re2.test(w)) {
      re = re_1b_2;
      w = w.replace(re,"");
    }

    // and turn initial Y back to y

    if (firstch == "y") {
      w = firstch.toLowerCase() + w.substr(1);
    }

    return w;
  };

  return porterStemmer;
})();

elasticlunr.Pipeline.registerFunction(elasticlunr.stemmer, 'stemmer');
/*!
 * elasticlunr.stopWordFilter
 * Copyright (C) 2017 Oliver Nightingale
 * Copyright (C) 2017 Wei Song
 */

/**
 * elasticlunr.stopWordFilter is an English language stop words filter, any words
 * contained in the stop word list will not be passed through the filter.
 *
 * This is intended to be used in the Pipeline. If the token does not pass the
 * filter then undefined will be returned.
 * Currently this StopwordFilter using dictionary to do O(1) time complexity stop word filtering.
 *
 * @module
 * @param {String} token The token to pass through the filter
 * @return {String}
 * @see elasticlunr.Pipeline
 */
elasticlunr.stopWordFilter = function (token) {
  if (token && elasticlunr.stopWordFilter.stopWords[token] !== true) {
    return token;
  }
};

/**
 * Remove predefined stop words
 * if user want to use customized stop words, user could use this function to delete
 * all predefined stopwords.
 *
 * @return {null}
 */
elasticlunr.clearStopWords = function () {
  elasticlunr.stopWordFilter.stopWords = {};
};

/**
 * Add customized stop words
 * user could use this function to add customized stop words
 * 
 * @params {Array} words customized stop words
 * @return {null}
 */
elasticlunr.addStopWords = function (words) {
  if (words == null || Array.isArray(words) === false) return;

  words.forEach(function (word) {
    elasticlunr.stopWordFilter.stopWords[word] = true;
  }, this);
};

/**
 * Reset to default stop words
 * user could use this function to restore default stop words
 *
 * @return {null}
 */
elasticlunr.resetStopWords = function () {
  elasticlunr.stopWordFilter.stopWords = elasticlunr.defaultStopWords;
};

elasticlunr.defaultStopWords = {
  "": true,
  "a": true,
  "able": true,
  "about": true,
  "across": true,
  "after": true,
  "all": true,
  "almost": true,
  "also": true,
  "am": true,
  "among": true,
  "an": true,
  "and": true,
  "any": true,
  "are": true,
  "as": true,
  "at": true,
  "be": true,
  "because": true,
  "been": true,
  "but": true,
  "by": true,
  "can": true,
  "cannot": true,
  "could": true,
  "dear": true,
  "did": true,
  "do": true,
  "does": true,
  "either": true,
  "else": true,
  "ever": true,
  "every": true,
  "for": true,
  "from": true,
  "get": true,
  "got": true,
  "had": true,
  "has": true,
  "have": true,
  "he": true,
  "her": true,
  "hers": true,
  "him": true,
  "his": true,
  "how": true,
  "however": true,
  "i": true,
  "if": true,
  "in": true,
  "into": true,
  "is": true,
  "it": true,
  "its": true,
  "just": true,
  "least": true,
  "let": true,
  "like": true,
  "likely": true,
  "may": true,
  "me": true,
  "might": true,
  "most": true,
  "must": true,
  "my": true,
  "neither": true,
  "no": true,
  "nor": true,
  "not": true,
  "of": true,
  "off": true,
  "often": true,
  "on": true,
  "only": true,
  "or": true,
  "other": true,
  "our": true,
  "own": true,
  "rather": true,
  "said": true,
  "say": true,
  "says": true,
  "she": true,
  "should": true,
  "since": true,
  "so": true,
  "some": true,
  "than": true,
  "that": true,
  "the": true,
  "their": true,
  "them": true,
  "then": true,
  "there": true,
  "these": true,
  "they": true,
  "this": true,
  "tis": true,
  "to": true,
  "too": true,
  "twas": true,
  "us": true,
  "wants": true,
  "was": true,
  "we": true,
  "were": true,
  "what": true,
  "when": true,
  "where": true,
  "which": true,
  "while": true,
  "who": true,
  "whom": true,
  "why": true,
  "will": true,
  "with": true,
  "would": true,
  "yet": true,
  "you": true,
  "your": true
};

elasticlunr.stopWordFilter.stopWords = elasticlunr.defaultStopWords;

elasticlunr.Pipeline.registerFunction(elasticlunr.stopWordFilter, 'stopWordFilter');
/*!
 * elasticlunr.trimmer
 * Copyright (C) 2017 Oliver Nightingale
 * Copyright (C) 2017 Wei Song
 */

/**
 * elasticlunr.trimmer is a pipeline function for trimming non word
 * characters from the begining and end of tokens before they
 * enter the index.
 *
 * This implementation may not work correctly for non latin
 * characters and should either be removed or adapted for use
 * with languages with non-latin characters.
 *
 * @module
 * @param {String} token The token to pass through the filter
 * @return {String}
 * @see elasticlunr.Pipeline
 */
elasticlunr.trimmer = function (token) {
  if (token === null || token === undefined) {
    throw new Error('token should not be undefined');
  }

  return token
    .replace(/^\W+/, '')
    .replace(/\W+$/, '');
};

elasticlunr.Pipeline.registerFunction(elasticlunr.trimmer, 'trimmer');
/*!
 * elasticlunr.InvertedIndex
 * Copyright (C) 2017 Wei Song
 * Includes code from - http://tartarus.org/~martin/PorterStemmer/js.txt
 */

/**
 * elasticlunr.InvertedIndex is used for efficiently storing and
 * lookup of documents that contain a given token.
 *
 * @constructor
 */
elasticlunr.InvertedIndex = function () {
  this.root = { docs: {}, df: 0 };
};

/**
 * Loads a previously serialised inverted index.
 *
 * @param {Object} serialisedData The serialised inverted index to load.
 * @return {elasticlunr.InvertedIndex}
 */
elasticlunr.InvertedIndex.load = function (serialisedData) {
  var idx = new this;
  idx.root = serialisedData.root;

  return idx;
};

/**
 * Adds a {token: tokenInfo} pair to the inverted index.
 * If the token already exist, then update the tokenInfo.
 *
 * tokenInfo format: { ref: 1, tf: 2}
 * tokenInfor should contains the document's ref and the tf(token frequency) of that token in
 * the document.
 *
 * By default this function starts at the root of the current inverted index, however
 * it can start at any node of the inverted index if required.
 *
 * @param {String} token 
 * @param {Object} tokenInfo format: { ref: 1, tf: 2}
 * @param {Object} root An optional node at which to start looking for the
 * correct place to enter the doc, by default the root of this elasticlunr.InvertedIndex
 * is used.
 * @memberOf InvertedIndex
 */
elasticlunr.InvertedIndex.prototype.addToken = function (token, tokenInfo, root) {
  var root = root || this.root,
      idx = 0;

  while (idx <= token.length - 1) {
    var key = token[idx];

    if (!(key in root)) root[key] = {docs: {}, df: 0};
    idx += 1;
    root = root[key];
  }

  var docRef = tokenInfo.ref;
  if (!root.docs[docRef]) {
    // if this doc not exist, then add this doc
    root.docs[docRef] = {tf: tokenInfo.tf};
    root.df += 1;
  } else {
    // if this doc already exist, then update tokenInfo
    root.docs[docRef] = {tf: tokenInfo.tf};
  }
};

/**
 * Checks whether a token is in this elasticlunr.InvertedIndex.
 * 
 *
 * @param {String} token The token to be checked
 * @return {Boolean}
 * @memberOf InvertedIndex
 */
elasticlunr.InvertedIndex.prototype.hasToken = function (token) {
  if (!token) return false;

  var node = this.root;

  for (var i = 0; i < token.length; i++) {
    if (!node[token[i]]) return false;
    node = node[token[i]];
  }

  return true;
};

/**
 * Retrieve a node from the inverted index for a given token.
 * If token not found in this InvertedIndex, return null.
 * 
 *
 * @param {String} token The token to get the node for.
 * @return {Object}
 * @see InvertedIndex.prototype.get
 * @memberOf InvertedIndex
 */
elasticlunr.InvertedIndex.prototype.getNode = function (token) {
  if (!token) return null;

  var node = this.root;

  for (var i = 0; i < token.length; i++) {
    if (!node[token[i]]) return null;
    node = node[token[i]];
  }

  return node;
};

/**
 * Retrieve the documents of a given token.
 * If token not found, return {}.
 *
 *
 * @param {String} token The token to get the documents for.
 * @return {Object}
 * @memberOf InvertedIndex
 */
elasticlunr.InvertedIndex.prototype.getDocs = function (token) {
  var node = this.getNode(token);
  if (node == null) {
    return {};
  }

  return node.docs;
};

/**
 * Retrieve term frequency of given token in given docRef.
 * If token or docRef not found, return 0.
 *
 *
 * @param {String} token The token to get the documents for.
 * @param {String|Integer} docRef
 * @return {Integer}
 * @memberOf InvertedIndex
 */
elasticlunr.InvertedIndex.prototype.getTermFrequency = function (token, docRef) {
  var node = this.getNode(token);

  if (node == null) {
    return 0;
  }

  if (!(docRef in node.docs)) {
    return 0;
  }

  return node.docs[docRef].tf;
};

/**
 * Retrieve the document frequency of given token.
 * If token not found, return 0.
 *
 *
 * @param {String} token The token to get the documents for.
 * @return {Object}
 * @memberOf InvertedIndex
 */
elasticlunr.InvertedIndex.prototype.getDocFreq = function (token) {
  var node = this.getNode(token);

  if (node == null) {
    return 0;
  }

  return node.df;
};

/**
 * Remove the document identified by document's ref from the token in the inverted index.
 *
 *
 * @param {String} token Remove the document from which token.
 * @param {String} ref The ref of the document to remove from given token.
 * @memberOf InvertedIndex
 */
elasticlunr.InvertedIndex.prototype.removeToken = function (token, ref) {
  if (!token) return;
  var node = this.getNode(token);

  if (node == null) return;

  if (ref in node.docs) {
    delete node.docs[ref];
    node.df -= 1;
  }
};

/**
 * Find all the possible suffixes of given token using tokens currently in the inverted index.
 * If token not found, return empty Array.
 *
 * @param {String} token The token to expand.
 * @return {Array}
 * @memberOf InvertedIndex
 */
elasticlunr.InvertedIndex.prototype.expandToken = function (token, memo, root) {
  if (token == null || token == '') return [];
  var memo = memo || [];

  if (root == void 0) {
    root = this.getNode(token);
    if (root == null) return memo;
  }

  if (root.df > 0) memo.push(token);

  for (var key in root) {
    if (key === 'docs') continue;
    if (key === 'df') continue;
    this.expandToken(token + key, memo, root[key]);
  }

  return memo;
};

/**
 * Returns a representation of the inverted index ready for serialisation.
 *
 * @return {Object}
 * @memberOf InvertedIndex
 */
elasticlunr.InvertedIndex.prototype.toJSON = function () {
  return {
    root: this.root
  };
};

/*!
 * elasticlunr.Configuration
 * Copyright (C) 2017 Wei Song
 */
 
 /** 
  * elasticlunr.Configuration is used to analyze the user search configuration.
  * 
  * By elasticlunr.Configuration user could set query-time boosting, boolean model in each field.
  * 
  * Currently configuration supports:
  * 1. query-time boosting, user could set how to boost each field.
  * 2. boolean model chosing, user could choose which boolean model to use for each field.
  * 3. token expandation, user could set token expand to True to improve Recall. Default is False.
  * 
  * Query time boosting must be configured by field category, "boolean" model could be configured 
  * by both field category or globally as the following example. Field configuration for "boolean"
  * will overwrite global configuration.
  * Token expand could be configured both by field category or golbally. Local field configuration will
  * overwrite global configuration.
  * 
  * configuration example:
  * {
  *   fields:{ 
  *     title: {boost: 2},
  *     body: {boost: 1}
  *   },
  *   bool: "OR"
  * }
  * 
  * "bool" field configuation overwrite global configuation example:
  * {
  *   fields:{ 
  *     title: {boost: 2, bool: "AND"},
  *     body: {boost: 1}
  *   },
  *   bool: "OR"
  * }
  * 
  * "expand" example:
  * {
  *   fields:{ 
  *     title: {boost: 2, bool: "AND"},
  *     body: {boost: 1}
  *   },
  *   bool: "OR",
  *   expand: true
  * }
  * 
  * "expand" example for field category:
  * {
  *   fields:{ 
  *     title: {boost: 2, bool: "AND", expand: true},
  *     body: {boost: 1}
  *   },
  *   bool: "OR"
  * }
  * 
  * setting the boost to 0 ignores the field (this will only search the title):
  * {
  *   fields:{
  *     title: {boost: 1},
  *     body: {boost: 0}
  *   }
  * }
  *
  * then, user could search with configuration to do query-time boosting.
  * idx.search('oracle database', {fields: {title: {boost: 2}, body: {boost: 1}}});
  * 
  * 
  * @constructor
  * 
  * @param {String} config user configuration
  * @param {Array} fields fields of index instance
  * @module
  */
elasticlunr.Configuration = function (config, fields) {
  var config = config || '';

  if (fields == undefined || fields == null) {
    throw new Error('fields should not be null');
  }

  this.config = {};

  var userConfig;
  try {
    userConfig = JSON.parse(config);
    this.buildUserConfig(userConfig, fields);
  } catch (error) {
    elasticlunr.utils.warn('user configuration parse failed, will use default configuration');
    this.buildDefaultConfig(fields);
  }
};

/**
 * Build default search configuration.
 * 
 * @param {Array} fields fields of index instance
 */
elasticlunr.Configuration.prototype.buildDefaultConfig = function (fields) {
  this.reset();
  fields.forEach(function (field) {
    this.config[field] = {
      boost: 1,
      bool: "OR",
      expand: false
    };
  }, this);
};

/**
 * Build user configuration.
 * 
 * @param {JSON} config User JSON configuratoin
 * @param {Array} fields fields of index instance
 */
elasticlunr.Configuration.prototype.buildUserConfig = function (config, fields) {
  var global_bool = "OR";
  var global_expand = false;

  this.reset();
  if ('bool' in config) {
    global_bool = config['bool'] || global_bool;
  }

  if ('expand' in config) {
    global_expand = config['expand'] || global_expand;
  }

  if ('fields' in config) {
    for (var field in config['fields']) {
      if (fields.indexOf(field) > -1) {
        var field_config = config['fields'][field];
        var field_expand = global_expand;
        if (field_config.expand != undefined) {
          field_expand = field_config.expand;
        }

        this.config[field] = {
          boost: (field_config.boost || field_config.boost === 0) ? field_config.boost : 1,
          bool: field_config.bool || global_bool,
          expand: field_expand
        };
      } else {
        elasticlunr.utils.warn('field name in user configuration not found in index instance fields');
      }
    }
  } else {
    this.addAllFields2UserConfig(global_bool, global_expand, fields);
  }
};

/**
 * Add all fields to user search configuration.
 * 
 * @param {String} bool Boolean model
 * @param {String} expand Expand model
 * @param {Array} fields fields of index instance
 */
elasticlunr.Configuration.prototype.addAllFields2UserConfig = function (bool, expand, fields) {
  fields.forEach(function (field) {
    this.config[field] = {
      boost: 1,
      bool: bool,
      expand: expand
    };
  }, this);
};

/**
 * get current user configuration
 */
elasticlunr.Configuration.prototype.get = function () {
  return this.config;
};

/**
 * reset user search configuration.
 */
elasticlunr.Configuration.prototype.reset = function () {
  this.config = {};
};
/**
 * sorted_set.js is added only to make elasticlunr.js compatible with lunr-languages.
 * if elasticlunr.js support different languages by default, this will make elasticlunr.js
 * much bigger that not good for browser usage.
 *
 */


/*!
 * lunr.SortedSet
 * Copyright (C) 2017 Oliver Nightingale
 */

/**
 * lunr.SortedSets are used to maintain an array of uniq values in a sorted
 * order.
 *
 * @constructor
 */
lunr.SortedSet = function () {
  this.length = 0
  this.elements = []
}

/**
 * Loads a previously serialised sorted set.
 *
 * @param {Array} serialisedData The serialised set to load.
 * @returns {lunr.SortedSet}
 * @memberOf SortedSet
 */
lunr.SortedSet.load = function (serialisedData) {
  var set = new this

  set.elements = serialisedData
  set.length = serialisedData.length

  return set
}

/**
 * Inserts new items into the set in the correct position to maintain the
 * order.
 *
 * @param {Object} The objects to add to this set.
 * @memberOf SortedSet
 */
lunr.SortedSet.prototype.add = function () {
  var i, element

  for (i = 0; i < arguments.length; i++) {
    element = arguments[i]
    if (~this.indexOf(element)) continue
    this.elements.splice(this.locationFor(element), 0, element)
  }

  this.length = this.elements.length
}

/**
 * Converts this sorted set into an array.
 *
 * @returns {Array}
 * @memberOf SortedSet
 */
lunr.SortedSet.prototype.toArray = function () {
  return this.elements.slice()
}

/**
 * Creates a new array with the results of calling a provided function on every
 * element in this sorted set.
 *
 * Delegates to Array.prototype.map and has the same signature.
 *
 * @param {Function} fn The function that is called on each element of the
 * set.
 * @param {Object} ctx An optional object that can be used as the context
 * for the function fn.
 * @returns {Array}
 * @memberOf SortedSet
 */
lunr.SortedSet.prototype.map = function (fn, ctx) {
  return this.elements.map(fn, ctx)
}

/**
 * Executes a provided function once per sorted set element.
 *
 * Delegates to Array.prototype.forEach and has the same signature.
 *
 * @param {Function} fn The function that is called on each element of the
 * set.
 * @param {Object} ctx An optional object that can be used as the context
 * @memberOf SortedSet
 * for the function fn.
 */
lunr.SortedSet.prototype.forEach = function (fn, ctx) {
  return this.elements.forEach(fn, ctx)
}

/**
 * Returns the index at which a given element can be found in the
 * sorted set, or -1 if it is not present.
 *
 * @param {Object} elem The object to locate in the sorted set.
 * @returns {Number}
 * @memberOf SortedSet
 */
lunr.SortedSet.prototype.indexOf = function (elem) {
  var start = 0,
      end = this.elements.length,
      sectionLength = end - start,
      pivot = start + Math.floor(sectionLength / 2),
      pivotElem = this.elements[pivot]

  while (sectionLength > 1) {
    if (pivotElem === elem) return pivot

    if (pivotElem < elem) start = pivot
    if (pivotElem > elem) end = pivot

    sectionLength = end - start
    pivot = start + Math.floor(sectionLength / 2)
    pivotElem = this.elements[pivot]
  }

  if (pivotElem === elem) return pivot

  return -1
}

/**
 * Returns the position within the sorted set that an element should be
 * inserted at to maintain the current order of the set.
 *
 * This function assumes that the element to search for does not already exist
 * in the sorted set.
 *
 * @param {Object} elem The elem to find the position for in the set
 * @returns {Number}
 * @memberOf SortedSet
 */
lunr.SortedSet.prototype.locationFor = function (elem) {
  var start = 0,
      end = this.elements.length,
      sectionLength = end - start,
      pivot = start + Math.floor(sectionLength / 2),
      pivotElem = this.elements[pivot]

  while (sectionLength > 1) {
    if (pivotElem < elem) start = pivot
    if (pivotElem > elem) end = pivot

    sectionLength = end - start
    pivot = start + Math.floor(sectionLength / 2)
    pivotElem = this.elements[pivot]
  }

  if (pivotElem > elem) return pivot
  if (pivotElem < elem) return pivot + 1
}

/**
 * Creates a new lunr.SortedSet that contains the elements in the intersection
 * of this set and the passed set.
 *
 * @param {lunr.SortedSet} otherSet The set to intersect with this set.
 * @returns {lunr.SortedSet}
 * @memberOf SortedSet
 */
lunr.SortedSet.prototype.intersect = function (otherSet) {
  var intersectSet = new lunr.SortedSet,
      i = 0, j = 0,
      a_len = this.length, b_len = otherSet.length,
      a = this.elements, b = otherSet.elements

  while (true) {
    if (i > a_len - 1 || j > b_len - 1) break

    if (a[i] === b[j]) {
      intersectSet.add(a[i])
      i++, j++
      continue
    }

    if (a[i] < b[j]) {
      i++
      continue
    }

    if (a[i] > b[j]) {
      j++
      continue
    }
  };

  return intersectSet
}

/**
 * Makes a copy of this set
 *
 * @returns {lunr.SortedSet}
 * @memberOf SortedSet
 */
lunr.SortedSet.prototype.clone = function () {
  var clone = new lunr.SortedSet

  clone.elements = this.toArray()
  clone.length = clone.elements.length

  return clone
}

/**
 * Creates a new lunr.SortedSet that contains the elements in the union
 * of this set and the passed set.
 *
 * @param {lunr.SortedSet} otherSet The set to union with this set.
 * @returns {lunr.SortedSet}
 * @memberOf SortedSet
 */
lunr.SortedSet.prototype.union = function (otherSet) {
  var longSet, shortSet, unionSet

  if (this.length >= otherSet.length) {
    longSet = this, shortSet = otherSet
  } else {
    longSet = otherSet, shortSet = this
  }

  unionSet = longSet.clone()

  for(var i = 0, shortSetElements = shortSet.toArray(); i < shortSetElements.length; i++){
    unionSet.add(shortSetElements[i])
  }

  return unionSet
}

/**
 * Returns a representation of the sorted set ready for serialisation.
 *
 * @returns {Array}
 * @memberOf SortedSet
 */
lunr.SortedSet.prototype.toJSON = function () {
  return this.toArray()
}
  /**
   * export the module via AMD, CommonJS or as a browser global
   * Export code from https://github.com/umdjs/umd/blob/master/returnExports.js
   */
  ;(function (root, factory) {
    if (typeof define === 'function' && define.amd) {
      // AMD. Register as an anonymous module.
      define(factory)
    } else if (typeof exports === 'object') {
      /**
       * Node. Does not work with strict CommonJS, but
       * only CommonJS-like enviroments that support module.exports,
       * like Node.
       */
      module.exports = factory()
    } else {
      // Browser globals (root is window)
      root.elasticlunr = factory()
    }
  }(this, function () {
    /**
     * Just return a value to define the module export.
     * This example returns an object, but the module
     * can return a function as the exported value.
     */
    return elasticlunr
  }))
})();