S2GX 2015 - Boot Your Search With Spring

Transcript

1. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

   Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ SPRINGONE2GX WASHINGTON, DC Boot Your Search With Spring Christoph Strobl @stroblchristoph

2. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

   Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Agenda 2 1999 2004 2010 2014

3. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

   Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ The Thing with Search 3

4. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

   Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ The Thing with Search • Simple Requirement 4 spring data

5. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

   Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ The Thing with Search • Simple Requirement • Complex Solution 5

6. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

   Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ The Thing with Search • Simple Requirement • Complex Solution • Abstraction 6 {
    fuzzy  :  {  text  :  "spring"  }
 }

7. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

   Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ 7 “…you need to understand at least one level of abstraction beneath the one at which you're working. ! Neal Ford

8. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

   Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ 8 Spring Data

9. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

   Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Spring Data Modules 9 Commons Neo4j Gemfire JPA Solr Elasticsearch REST Cassandra Couchbase Redis MongoDB Community
 modules Core
 modules Aerospike Hazelcast Crate Incubating KeyValue

10. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Release train 10 03/2015 Fowler 03/2013 Arora 09/2013 Babbage 02/2014 Codd 05/2014 Dijkstra 09/2014 Evans 09/2015 Gosling image source: wikipedia CC:BY 11/2015 Hopper*

11. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Spring Data Release train BOM <dependency> <groupId>org.springframework.data</groupId> <artifactId>spring-data-releasetrain</artifactId> <version>Gosling-RELEASE</version> <scope>import</scope> <type>pom</type> </dependency> 11 <dependency> <groupId>org.springframework.data</groupI <artifactId>spring-data-rest-webmvc</arti </dependency> <dependency> <groupId>org.springframework.data</groupI <artifactId>spring-data-mongodb</artifactI <dependencyManagement>
 <dependencies>

12. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Spring Data • Low level Templates 12 template.execute(new  DbCallback<CommandResult>()  {      @Override      public  CommandResult  doInDB(DB  db)  {          return  db.command(new  BasicDBObject("profile",  2));      }   });

13. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Spring Data • Low level Templates • Repositories 13 interface  BlogPostRepo  extends  CrudRepository<BlogPost,  String>  {} repository.save(blogPost);   repository.findAll();   repository.findOne("S2GX-­‐2015");   repository.delete(blogPost);

14. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Spring Data • Low level Templates • Repositories • Derived Queries 14 interface  BlogPostRepo  extends  CrudRepository<BlogPost,  String>  {
    List<BlogPost>  findByTitle(String  title);      Page<BlogPost>  findByTitle(String  title,  Pageable  page);      void  deleteByAuthor(Author  author);      Stream<BlogPost>  findBlogPostBy();     }

15. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Let’s get started… 15

16. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Let’s get started… • Schema • Text Analysis • Score / Boost • Query vs. Filter Query 16

17. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ 17 Spring Data

18. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Demo

19. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Spring Data MongoDB - Text Index • Text Index 19 db.collection.ensureIndex(      {  title  :  "text",  content  :  "text",  categories  :  "text"}       )                                                                                                                    ,      {  weights  :  {  title  :  3,  content  :  2  }  }

20. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Spring Data MongoDB - Text Index • Text Index • Manual Index Creation 20 TextIndexDefinition  textIndex  =  new  TextIndexDefinitionBuilder()       ! ! ! !    .onField("title",  3F)      .onField("content",  2F)      .onField("categories")      .build();   operations.indexOps(BlogPost.class).ensureIndex(textIndex);

21. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Spring Data MongoDB - Text Index • Text Index • Manual Index Creation • Automatic Index Creation 21 @Document   class  BlogPost  {      @Id  String  id;      @TextIndexed(weight  =  3)  String  title;      @TextIndexed(weight  =  2)  String  content;      @TextIndexed  List<String>  categories;

22. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Spring Data MongoDB - Text Query • Querying 22 TextCriteria  criteria  =  forDefaultLanguage().matching("release");   TextQuery  query  =  query(criteria);   ! ! ! List<BlogPost>  blogPosts  =  operations.find(query,  BlogPost.class); query.addCriteria(where("categories").in("Releases"));

23. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Spring Data MongoDB - Text Query • Querying • Scoring Results 23 TextCriteria  criteria  =  forDefaultLanguage().matching("release");   TextQuery  query  =  query(criteria);   ! ! ! List<BlogPost>  blogPosts  =  operations.find(query,  BlogPost.class); ! query.setScoreFieldName("score");   query.sortByScore(); @Document   class  BlogPost  {      @Id  String  id;      //...      @ReadonlyProperty  Float  score;            

24. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Spring Data MongoDB - Text Query • Querying • Scoring Results • Derived queries 24 interface  BlogPostRepo  extends  CrudRepository<BlogPost,  String>  {          List<BlogPost>  findAllBy(TextCriteria  criteria);   ! ! } @Document   class  BlogPost  {      @Id  String  id;      //...      @TextScore  Float  score;                              List<BlogPost>  findAllByOrderByScoreDesc(TextCriteria  criteria);

25. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ 25 Spring Data

26. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Solr - Schema • Schema 26 <?xml version="1.0" encoding="UTF-8" ?> <schema name="example" version="1.5"> <fields> <field name="id" type="string" indexed="true" stored="true" required="true" multiValued="false" /> <field name="name" type="text_general" indexed="true" stored="true"/> <field name="cat" type="string" indexed="true" stored="true" multiValued="true"/> <field name="features" type="text_general" indexed="true" stored="true" multiValued="true"/> <field name="weight" type="float" indexed="true" stored="true"/> <field name="price" type="float" indexed="true" stored="true"/> <field name="popularity" type="int" indexed="true" stored="true" /> <field ... <fieldType name="text_general" class="solr.TextField" positionIncrementGa.. <analyzer type="index"> <tokenizer class="solr.StandardTokenizerFactory"/> <filter class="solr.StopFilterFactory" ignoreCase="true" words=“stop..
 <filter class="solr.LowerCaseFilterFactory"/> </analyzer> <analyzer type="query"> <tokenizer class="solr.StandardTokenizerFactory"/> <filter class="solr.StopFilterFactory" ignoreCase="true" words=“stopwor.. <filter class="solr.SynonymFilterFactory" synonyms="synonyms.txt" igno… <filter class="solr.LowerCaseFilterFactory"/> </analyzer> </fieldType>

27. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Solr - Schema • Schema • Managed Schema 27 <?xml version="1.0" encoding="UTF-8" ?> <config> <schemaFactory class="ManagedIndexSchemaFactory"> <bool name="mutable">true</bool> <str name="managedSchemaResourceName">managed-schema</str> </schemaFactory> <...

28. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Solr - Full Text Search • Requires a capture all field 28 ! <field  name="_text_"  type="text_general"  indexed="true"  stored="false"  multiValued="true"/>
 <copyField  source="*"  dest="_text_"/>

29. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Just A Simple Solr Query 29 !    String  queryString  =  "name:"  +  ClientUtils.escapeQueryChars(name)  +  
    "  OR  description:"  +  ClientUtils.escapeQueryChars(description);      try  {          SolrQuery  query  =  new  SolrQuery(queryString);
        query.setStart(0).setRows(0);          QueryResponse  response  =  solrClient.query(query);          long  totalValues  =  response.getResults().getNumFound();
        query.setRows(totalValues);          return  solrClient.query(query).getBeans(Product.class);
    }  catch  (Exception  e)  {
        throw  ExceptionTranslator.translate(e);
    }
    return  Collections.emptyList();
 } public  List<Product>  findByNameOrDescription(String  name,  String  description)  {

30. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Demo

31. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Spring Data Solr • Query Time Boosting 31 ! List<Product>  findTop10ByNameOrDescription(@Boost(2)  String  name,  
                                                                                      String  description); @Document   class  Product  {      @Id  String  id;      //...      @Score  Float  score;    

32. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Spring Data Solr • Query Time Boosting • Result Highlighting 32 @Highlight(fragsize  =  20,  snipplets  =  3)   HighlightPage<Product>  findByDescription(String  description,  Pageable  page);

33. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Spring Data Solr • Query Time Boosting • Result Highlighting • Schema API 33 class  Product  {      @Id  String  id;      @Indexed(type  =  "text_general")  String  name;      @Indexed(name  =  "cat",  type  =  "string")  List<String>  category;      @Indexed  boolean  inStock;   }

34. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ 34 Spring Data

35. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Spring Data Elasticsearch • Indexing 35 @Document(indexName  =  "publications",  type  =  "book",  shards  =  1,  ...   class  Book  {      @Id  String  id;   ! ! ! ! !                                    PUT  /publications/book/1      {          "title":  "Wheel  of  Time",          ...      } index type id @Document(indexName  =  "publications",  type  =  "article",  shards  =  1,  ...   class  Article  {      @Id  String  id;

36. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Spring Data Elasticsearch • Indexing • Type Mapping 36 class  Article  {      @Id  String  id;      String  name;      @Field(format  =  DateFormat.date,  type=Date)  String  date;      @GeoPointField  String  location      @MultiField(mainField  =  @Field(type  =  String,  index  =  analyzed),
                            otherFields  =  {@NestedField(dotSuffix  =  "sort",  indexAnalyzer  =  "keyword"
    List<String>  authors;  

37. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Spring Data Elasticsearch • Indexing • Type Mapping • Search API 37 CriteriaQuey  cq  =  new  CriteriaQuery(where("location").within(…
 ! ! ! ! SearchQuery  sq  =  new  NativeSearchQueryBuilder().withQuery(matchAllQuery())      .withFilter(boolFilter().must(termFilter("title",  "spring"))).build();

38. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Demo

39. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Spring Data Elasticsearch • Facets 39 SearchQuery  query  =  new  NativeSearchQueryBuilder()
    .withQuery(matchAllQuery())
    .withFacet(new  TermFacetRequestBuilder("categoriesFacet")
        .allTerms()
        .fields("categories")
        .descCount());   FacetPage<Article>  page  =  template.queryForPage(query,  Article.class);

40. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Spring Data Elasticsearch • Facets   • Aggregation 40 SearchQuery  query  =  new  NativeSearchQueryBuilder()
    .withQuery(matchAllQuery())
    .withSearchType(SearchType.COUNT)
    .withTypes("article")
    .addAggregation(terms("subjects").field("subject"))
    .build()   Aggregations  aggregations  =  template.queryForPage(query,
    response  -­‐>  response.getAggregations());

41. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Where’s the code? 41

42. Unless otherwise indicated, these slides are © 2013-2015 Pivotal Software,

    Inc. and licensed under a
 Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ 42 Learn More. Stay Connected. @springcentral Spring.io/video projects.spring.io/spring-data/
 
 github.com/spring-projects/spring-data-examples !