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Multi select faceted search on dynamic index with Play!, scalastic and elastic search
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define ["jquery", "underscore"], ($, _) -> | |
delay = (ms, func) -> setTimeout func, ms | |
$('#facetForm input[type="checkbox"]').click (e)-> | |
clearTimeout(window.timeoutHandle) if window.timeoutHandle | |
window.timeoutHandle = delay 1337, -> | |
$('#facetForm').submit() |
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import sbt._ | |
import Keys._ | |
import play.Project._ | |
object ApplicationBuild extends Build { | |
val appName = "tweetsearch" | |
val appVersion = "1.0-SNAPSHOT" | |
val appDependencies = Seq( | |
// Add your project dependencies here, | |
"org.scalastic" %% "scalastic" % "0.90.0" | |
) | |
val main = play.Project(appName, appVersion, appDependencies).settings( | |
// Add your own project settings here | |
requireJs += "main.js" | |
) | |
} |
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package models | |
import org.elasticsearch.index.query.QueryBuilder | |
import org.elasticsearch.search.facet.FacetBuilder | |
import org.elasticsearch.search.facet.terms.TermsFacet | |
import scala.collection.Map | |
import collection.immutable.{Map => ImmutableMap} | |
import org.elasticsearch.index.query.QueryBuilders._ | |
import org.elasticsearch.index.query.FilterBuilders._ | |
import org.elasticsearch.search.facet.FacetBuilders._ | |
import scalastic.elasticsearch.Indexer | |
import collection.JavaConversions._ | |
object ElasticSearchService { | |
val indexer = Indexer.transport(ImmutableMap("cluster.name" -> "elasticsearch")) | |
val FIELDS = "@fields" | |
def buildElasticSearchMultiSelectFacetQuery(fieldNames: Iterable[String], multiValueMap: Map[String, Seq[String]]) = { | |
val termsFilterMap = multiValueMap.map { | |
case (fieldName, values) => fieldName -> termsFilter(fieldName, values.toSeq: _*) | |
} | |
val facetQueries = fieldNames.map { | |
case fieldName => termsFacet(fieldName).field(fieldName).facetFilter(andFilter((termsFilterMap - fieldName).values.toSeq: _*)) | |
} | |
(filteredQuery(matchAllQuery, andFilter(termsFilterMap.values.toSeq: _*)), facetQueries) | |
} | |
def executeElasticSearchQuery(indexName: String, queryBuilder: QueryBuilder, facetQueryBuilder: Iterable[FacetBuilder]) = { | |
val search = indexer.search(Seq(indexName), query = queryBuilder, facets = facetQueryBuilder) | |
val facetResults = search.getFacets().getFacets().map { | |
case (facetName, facet: TermsFacet) => facetName -> facet.map(facetEntry => (facetEntry.getTerm.string(), facetEntry.getCount)) | |
}.filter(_._2.nonEmpty) | |
val results = search.getHits().hits().toSeq.map(_.sourceAsMap().toMap) | |
(results.map(_(FIELDS).asInstanceOf[java.util.HashMap[String,AnyRef]].toMap), facetResults) | |
} | |
def getFieldNames(indexName: String, documentType: String) = { | |
val metaDataMap = indexer.metadataFor(indexName).mapping(documentType).sourceAsMap() | |
val map = metaDataMap("properties").asInstanceOf[java.util.LinkedHashMap[String, AnyRef]](FIELDS).asInstanceOf[java.util.LinkedHashMap[String, AnyRef]]("properties").asInstanceOf[java.util.LinkedHashMap[String, AnyRef]] | |
map.toMap.keys | |
} | |
} |
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@(message: String, fieldNames: Iterable[String], results: Iterable[Map[String,Any]] = Seq(), facets: (Seq[String],scala.collection.Map[String, Iterable[(String, Int)]]) = (Seq(),Map())) | |
@main("Search form", message) { | |
<div id="nav"> | |
</div> | |
<div id="main" > | |
<div class="panel"> | |
@if(!results.isEmpty) { | |
<table> | |
@for(result <- results) { | |
<tr>@result.values.map { v => | |
<td>@v</td> | |
} | |
</tr> | |
} | |
</table> | |
} else { | |
<span>No results</span> | |
} | |
</div> | |
</div> | |
<div id="sidebar" > | |
@if(!results.isEmpty) { | |
<div class="panel"> | |
@helper.form(action = routes.SearchController.facetedSearch, 'id -> "facetForm") { | |
@for((name, facetEntries) <- facets._2) { | |
<legend>@utils.ViewHelper.humanReadable(name)</legend> | |
<ul> | |
@for((term, count) <- facetEntries) { | |
@if(facets._1.contains(term)) { | |
<li><input type="checkbox" name="@name" value="@term" checked="checked"><span>@term </span><em> (@count)</em></input></li> | |
} else { | |
<li><input type="checkbox" name="@name" value="@term" ><span>@term </span><em> (@count)</em></input></li> | |
} | |
} | |
</ul> | |
} | |
} | |
</div> | |
} | |
</div> | |
<div id="footer"> | |
</div> | |
} |
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require.config | |
optimize: "uglify2" |
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body { | |
margin: 0 auto; | |
font-family: Verdana, Arial, Helvetica, sans-serif; | |
font-size: 9pt; | |
} | |
ul { | |
padding:0; | |
margin:0; | |
& li { | |
list-style-type: none; | |
padding:0; | |
margin:0; | |
} | |
} | |
a { | |
text-decoration: none; | |
&:hover { | |
text-decoration: underline; | |
} | |
} | |
#wrap { | |
margin: 0 auto; | |
width: 84em; | |
} | |
#header { | |
} | |
#nav { | |
clear:both; | |
padding:5px 10px; | |
} | |
#main { | |
float:right; | |
width:800px; | |
} | |
h2 { | |
margin:0 0 1em; | |
} | |
#sidebar { | |
float:left; | |
width:200px; | |
} | |
#footer { | |
clear:both; | |
padding:5px 10px; | |
} | |
#footer p { | |
margin:0; | |
} |
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@(title: String, message: String)(content: Html) | |
<!DOCTYPE html> | |
<html> | |
<head> | |
<title>@title</title> | |
<link rel="stylesheet" media="screen" href="@routes.Assets.at("stylesheets/main.css")"> | |
<link rel="shortcut icon" type="image/png" href="@routes.Assets.at("images/favicon.png")"> | |
</head> | |
<body> | |
<div id="header"> | |
<div id="logo"> | |
</div> | |
</div> | |
<div id="wrap"> | |
@content | |
@helper.requireJs(core = routes.Assets.at("javascripts/require.js").url, module = routes.Assets.at("javascripts/main").url) | |
</div> | |
</body> | |
</html> |
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# Routes | |
# This file defines all application routes (Higher priority routes first) | |
# ~~~~ | |
# Home page | |
GET / controllers.SearchController.index | |
POST /facets controllers.SearchController.facetedSearch | |
# Map static resources from the /public folder to the /assets URL path | |
GET /assets/*file controllers.Assets.at(path="/public", file) |
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package controllers | |
import play.api.mvc.{Action, Controller} | |
import models._ | |
object SearchController extends Controller { | |
val INDEX = "tweets" | |
val TITLE = "You know, for search" | |
def index = Action { | |
implicit request => { | |
val fieldNames = ElasticSearchService.getFieldNames(INDEX, "tweet") | |
generateSearchResultView(fieldNames.map(_ -> Seq("")).toMap) | |
} | |
} | |
def facetedSearch = Action { | |
implicit request => { | |
val formValues = request.body.asFormUrlEncoded.get | |
val fieldNames = ElasticSearchService.getFieldNames(INDEX, "tweet") | |
val (queryBuilder, facetQueryBuilder) = ElasticSearchService.buildElasticSearchMultiSelectFacetQuery(fieldNames, formValues) | |
val (results, facetResults) = ElasticSearchService.executeElasticSearchQuery(INDEX, queryBuilder, facetQueryBuilder) | |
Ok(views.html.index(TITLE, fieldNames, results, (formValues.values.flatten.toSeq, facetResults))) | |
} | |
} | |
private def generateSearchResultView(multiValueMap: Map[String, Seq[String]]) = { | |
val (fieldNames, queryBuilder, facetQueryBuilder) = ElasticSearchService.buildElasticSearchQuery(multiValueMap) | |
val (results, facetResults) = ElasticSearchService.executeElasticSearchQuery(INDEX, queryBuilder, facetQueryBuilder) | |
Ok(views.html.index(TITLE, fieldNames, results, (Seq(), facetResults))) | |
} | |
} | |
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package utils | |
import java.util.Locale | |
object ViewHelper { | |
val NON_HUMAN_STRING_REGEX = """(?<=[A-Z])(?=[A-Z][a-z])|(?<=[^A-Z])(?=[A-Z])|(?<=[A-Za-z])(?=[^A-Za-z])""".r | |
def humanReadable(s: String, locale: Locale = Locale.getDefault) = NON_HUMAN_STRING_REGEX.replaceAllIn(s, " ").toLowerCase(locale).capitalize | |
} |
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Tricky part was termsFilter(fieldName, values.toSeq: __). Without the splat (: __) it was passing in values (of type $colon$colon) as a single argument to the termsFilter(String, Object...) overloaded function, which causes an exception while creating the search query