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es.js
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/******************************************************************
* ELASTICSEARCH INTEGRATION
*****************************************************************/
// The reserved characters in elasticsearch query strings
// Note that the "\" has to go first, as when these are substituted, that character
// will get introduced as an escape character
var esSpecialChars = ["\\", "+", "-", "=", "&&", "||", ">", "<", "!", "(", ")", "{", "}", "[", "]", "^", '"', "~", "*", "?", ":", "/"];
// the reserved special character set with * and " removed, so that users can do quote searches and wildcards
// if they want
var esSpecialCharsSubSet = ["\\", "+", "-", "=", "&&", "||", ">", "<", "!", "(", ")", "{", "}", "[", "]", "^", "~", "?", ":", "/"];
// values that have to be in even numbers in the query or they will be escaped
var esPairs = ['"'];
// FIXME: esSpecialChars is not currently used for encoding, but it would be worthwhile giving the facetview an option
// to allow/disallow specific values, but that requires a much better (automated) understanding of the
// query DSL
var elasticsearch_distance_units = ["km", "mi", "miles", "in", "inch", "yd", "yards", "kilometers", "mm", "millimeters", "cm", "centimeters", "m", "meters"]
function optionsFromQuery(query) {
function stripDistanceUnits(val) {
for (var i=0; i < elasticsearch_distance_units.length; i=i+1) {
var unit = elasticsearch_distance_units[i];
if (endsWith(val, unit)) {
return val.substring(0, val.length - unit.length)
}
}
return val
}
function unescapeQueryString(val) {
function escapeRegExp(string) {
return string.replace(/([.*+?^=!:${}()|\[\]\/\\])/g, "\\$1");
}
function unReplaceAll(string, find) {
return string.replace(new RegExp("\\\\(" + escapeRegExp(find) + ")", 'g'), "$1");
}
// Note we use the full list of special chars
for (var i = 0; i < esSpecialChars.length; i++) {
var char = esSpecialChars[i];
val = unReplaceAll(val, char)
}
return val;
}
var opts = {};
// FIXME: note that fields are not supported here
// from position
if (query.hasOwnProperty("from")) { opts["from"] = query.from }
// page size
if (query.size) { opts["page_size"] = query.size }
if (query["sort"]) { opts["sort"] = query["sort"] }
// get hold of the bool query if it is there
// and get hold of the query string and default operator if they have been provided
if (query.query) {
var sq = query.query;
var must = [];
var qs = undefined;
// if this is a filtered query, pull must and qs out of the filter
// otherwise the root of the query is the query_string object
if (sq.filtered) {
must = sq.filtered.filter.bool.must;
qs = sq.filtered.query
} else {
qs = sq
}
// go through each clause in the must and pull out the options
if (must.length > 0) {
opts["_active_filters"] = {};
opts["_selected_operators"] = {}
}
for (var i = 0; i < must.length; i++) {
var clause = must[i];
// could be a term query (implies AND on this field)
if ("term" in clause) {
for (var field in clause.term) {
if (clause.term.hasOwnProperty(field)) {
opts["_selected_operators"][field] = "AND";
var value = clause.term[field];
if (!(field in opts["_active_filters"])) {
opts["_active_filters"][field] = []
}
opts["_active_filters"][field].push(value)
}
}
}
// could be a terms query (implies OR on this field)
if ("terms" in clause) {
for (var field=0; field < clause.terms.length; field=field+1) {
opts["_selected_operators"][field] = "OR";
var values = clause.terms[field];
if (!(field in opts["_active_filters"])) {
opts["_active_filters"][field] = []
}
opts["_active_filters"][field] = opts["_active_filters"][field].concat(values)
}
}
// could be a range query (which may in turn be a range or a date histogram facet)
if ("range" in clause) {
// get the field that we're ranging on
var r = clause.range;
var fields = Object.keys(r);
var field = false;
if (fields.length > 0) {
field = fields[0];
}
if (field) {
var rparams = r[field];
var range = {};
if ("lt" in rparams) { range["to"] = rparams.lt }
if ("gte" in rparams) { range["from"] = rparams.gte }
opts["_active_filters"][field] = range;
}
}
// cound be a geo distance query
if ("geo_distance_range" in clause) {
var gdr = clause.geo_distance_range;
// the range is defined at the root of the range filter
var range = {};
if ("lt" in gdr) { range["to"] = stripDistanceUnits(gdr.lt) }
if ("gte" in gdr) { range["from"] = stripDistanceUnits(gdr.gte) }
// FIXME: at some point we may need to make this smarter, if we start including other data
// in the geo_distance_range filter definition
// then we have to go looking for the field name
for (var field=0; field < gdr.length; field=field+1) {
if (field === "lt" || field === "gte") { continue }
opts["_active_filters"][field] = range
break
}
}
// FIXME: support for statistical facet and terms_stats facet
}
if (qs) {
if (qs.query_string) {
var string = unescapeQueryString(qs.query_string.query);
var field = qs.query_string.default_field;
var op = qs.query_string.default_operator;
if (string) { opts["q"] = string }
if (field) { opts["searchfield"] = field }
if (op) { opts["default_operator"] = op }
} else if (qs.match_all) {
opts["q"] = ""
}
}
return opts
}
}
function getFilters(params) {
var options = params.options;
// function to get the right facet from the options, based on the name
function selectFacet(name) {
for (var i = 0; i < options.facets.length; i++) {
var item = options.facets[i];
if ('field' in item) {
if (item['field'] === name) {
return item
}
}
}
}
function termsFilter(facet, filter_list) {
if (facet.logic === "AND") {
var filters = [];
for (var i=0; i < filter_list.length; i=i+1) {
var value = filter_list[i];
var tq = {"term" : {}};
tq["term"][facet.field] = value;
filters.push(tq);
}
return filters;
} else if (facet.logic === "OR") {
var tq = {"terms" : {}};
tq["terms"][facet.field] = filter_list;
return [tq];
}
}
function rangeFilter(facet, value) {
var rq = {"range" : {}};
rq["range"][facet.field] = {};
if (value.to) { rq["range"][facet.field]["lt"] = value.to }
if (value.from) { rq["range"][facet.field]["gte"] = value.from }
return rq
}
function geoFilter(facet, value) {
var gq = {"geo_distance_range" : {}};
if (value.to) { gq["geo_distance_range"]["lt"] = value.to + facet.unit }
if (value.from) { gq["geo_distance_range"]["gte"] = value.from + facet.unit }
gq["geo_distance_range"][facet.field] = [facet.lon, facet.lat]; // note the order of lon/lat to comply with GeoJSON
return gq
}
function dateHistogramFilter(facet, value) {
var rq = {"range" : {}};
rq["range"][facet.field] = {};
if (value.to) { rq["range"][facet.field]["lt"] = value.to }
if (value.from) { rq["range"][facet.field]["gte"] = value.from }
return rq
}
// function to make the relevant filters from the filter definition
function makeFilters(filter_definition) {
var filters = [];
for (var field in filter_definition) {
if (filter_definition.hasOwnProperty(field)) {
var facet = selectFacet(field);
// FIXME: is this the right behaviour?
// ignore any filters from disabled facets
if (facet.disabled) { continue }
var filter_list = filter_definition[field];
if (facet.type === "terms") {
filters = filters.concat(termsFilter(facet, filter_list)); // Note this is a concat not a push, unlike the others
} else if (facet.type === "range") {
filters.push(rangeFilter(facet, filter_list))
} else if (facet.type === "geo_distance") {
filters.push(geoFilter(facet, filter_list))
} else if (facet.type == "date_histogram") {
filters.push(dateHistogramFilter(facet, filter_list))
}
}
}
return filters
}
// read any filters out of the options and create an array of "must" queries which
// will constrain the search results
var filter_must = [];
if (options.active_filters) {
filter_must = filter_must.concat(makeFilters(options.active_filters))
}
if (options.predefined_filters) {
filter_must = filter_must.concat(makeFilters(options.predefined_filters))
}
if (options.fixed_filters) {
filter_must = filter_must.concat(options.fixed_filters)
}
return filter_must
}
function elasticSearchQuery(params) {
// break open the parameters
var options = params.options;
var include_facets = "include_facets" in params ? params.include_facets : true;
var include_fields = "include_fields" in params ? params.include_fields : true;
var filter_must = getFilters({"options" : options});
// search string and search field produce a query_string query element
var querystring = options.q;
var searchfield = options.searchfield;
var default_operator = options.default_operator;
var ftq = undefined;
if (querystring) {
ftq = {'query_string' : { 'query': fuzzify(querystring, options.default_freetext_fuzzify) }};
if (searchfield) {
ftq.query_string["default_field"] = searchfield
}
if (default_operator) {
ftq.query_string["default_operator"] = default_operator
}
} else {
ftq = {"match_all" : {}}
}
// if there are filter constraints (filter_must) then we create a filtered query,
// otherwise make a normal query
var qs = undefined;
if (filter_must.length > 0) {
qs = {"query" : {"filtered" : {"filter" : {"bool" : {"must" : filter_must}}}}};
qs.query.filtered["query"] = ftq;
} else {
qs = {"query" : ftq}
}
// sort order and direction
options.sort && options.sort.length > 0 ? qs['sort'] = options.sort : "";
// fields and partial fields
if (include_fields) {
options.fields ? qs['fields'] = options.fields : "";
options.partial_fields ? qs['partial_fields'] = options.partial_fields : "";
options.script_fields ? qs["script_fields"] = options.script_fields : "";
}
// paging (number of results, and start cursor)
if (options.from !== undefined) {
qs["from"] = options.from
}
if (options.page_size !== undefined) {
qs["size"] = options.page_size
}
// facets
if (include_facets) {
qs['facets'] = {};
for (var item = 0; item < options.facets.length; item++) {
var defn = options.facets[item];
if (defn.disabled) { continue }
var size = defn.size;
// add a bunch of extra values to the facets to deal with the shard count issue
size += options.elasticsearch_facet_inflation
var facet = {};
if (defn.type === "terms") {
facet["terms"] = {"field" : defn["field"], "size" : size, "order" : defn["order"]}
} else if (defn.type === "range") {
var ranges = [];
for (var r=0; r < defn["range"].length; r=r+1) {
var def = defn["range"][r];
var robj = {};
if (def.to) { robj["to"] = def.to }
if (def.from) { robj["from"] = def.from }
ranges.push(robj)
}
facet["range"] = { };
facet["range"][defn.field] = ranges
} else if (defn.type === "geo_distance") {
facet["geo_distance"] = {}
facet["geo_distance"][defn["field"]] = [defn.lon, defn.lat]; // note that the order is lon/lat because of GeoJSON
facet["geo_distance"]["unit"] = defn.unit;
var ranges = [];
for (var r=0; r < defn["distance"].length; r=r+1) {
var def = defn["distance"][r];
var robj = {};
if (def.to) { robj["to"] = def.to }
if (def.from) { robj["from"] = def.from }
ranges.push(robj)
}
facet["geo_distance"]["ranges"] = ranges
} else if (defn.type === "statistical") {
facet["statistical"] = {"field" : defn["field"]}
} else if (defn.type === "terms_stats") {
facet["terms_stats"] = {key_field : defn["field"], value_field: defn["value_field"], size : size, order : defn["order"]}
} else if (defn.type === "date_histogram") {
facet["date_histogram"] = {field : defn["field"], interval : defn["interval"]}
}
qs["facets"][defn["field"]] = facet
}
// and any extra facets
// NOTE: this does not include any treatment of the facet size inflation that may be required
if (options.extra_facets) {
$.extend(true, qs['facets'], options.extra_facets );
}
}
return qs
}
function fuzzify(querystr, default_freetext_fuzzify) {
var rqs = querystr;
if (default_freetext_fuzzify !== undefined) {
if (default_freetext_fuzzify == "*" || default_freetext_fuzzify == "~") {
if (querystr.indexOf('*') === -1 && querystr.indexOf('~') === -1 && querystr.indexOf(':') === -1) {
var optparts = querystr.split(' ');
pq = "";
for ( var oi = 0; oi < optparts.length; oi++ ) {
var oip = optparts[oi];
if ( oip.length > 0 ) {
oip = oip + default_freetext_fuzzify;
default_freetext_fuzzify == "*" ? oip = "*" + oip : false;
pq += oip + " ";
}
}
rqs = pq;
}
}
}
return rqs;
}
function jsonStringEscape(key, value) {
function escapeRegExp(string) {
return string.replace(/([.*+?^=!:${}()|\[\]\/\\])/g, "\\$1");
}
function replaceAll(string, find, replace) {
return string.replace(new RegExp(escapeRegExp(find), 'g'), replace);
}
function paired(string, pair) {
var matches = (string.match(new RegExp(escapeRegExp(pair), "g"))) || []
return matches.length % 2 === 0;
}
// if we are looking at the query string, make sure that it is escaped
// (note that this precludes the use of queries like "name:bob", as the ":" would
// get escaped)
if (key === "query" && typeof(value) === 'string') {
var scs = esSpecialCharsSubSet.slice(0);
// first check for pairs
for (var i = 0; i < esPairs.length; i++) {
var char = esPairs[i];
if (!paired(value, char)) {
scs.push(char);
}
}
for (var i = 0; i < scs.length; i++) {
var char = scs[i];
value = replaceAll(value, char, "\\" + char);
}
}
return value;
}
function serialiseQueryObject(qs) {
return JSON.stringify(qs, jsonStringEscape);
}
// closure for elastic search success, which ultimately calls
// the user's callback
function elasticSearchSuccess(callback) {
return function(data) {
var resultobj = {
"records" : [],
"start" : "",
"found" : data.hits.total,
"facets" : {}
};
// load the results into the records part of the result object
for (var item = 0; item < data.hits.hits.length; item++) {
var res = data.hits.hits[item];
if ("fields" in res) {
// partial_fields and script_fields are also included here - no special treatment
resultobj.records.push(res.fields)
} else {
resultobj.records.push(res._source)
}
}
for (var item in data.facets) {
if (data.facets.hasOwnProperty(item)) {
var facet = data.facets[item];
// handle any terms facets
if ("terms" in facet) {
var terms = facet["terms"];
resultobj["facets"][item] = terms;
// handle any range/geo_distance_range facets
} else if ("ranges" in facet) {
var range = facet["ranges"];
resultobj["facets"][item] = range;
// handle statistical facets
} else if (facet["_type"] === "statistical") {
resultobj["facets"][item] = facet;
// handle terms_stats
} else if (facet["_type"] === "terms_stats") {
var terms = facet["terms"];
resultobj["facets"][item] = terms
} else if (facet["_type"] === "date_histogram") {
var entries = facet["entries"]
resultobj["facets"][item] = entries
}
}
}
callback(data, resultobj)
}
}
function doElasticSearchQuery(params) {
// extract the parameters of the request
var success_callback = params.success;
var complete_callback = params.complete;
var search_url = params.search_url;
var queryobj = params.queryobj;
var datatype = params.datatype;
// serialise the query
var querystring = serialiseQueryObject(queryobj);
// make the call to the elasticsearch web service
$.ajax({
type: "get",
url: search_url,
data: {source: querystring},
dataType: datatype,
success: elasticSearchSuccess(success_callback),
complete: complete_callback
});
}