基於Solr DIH實現MySQL表數據全量索引和增量索引

實現MySQL表數據全量索引和增量索引,基於Solr DIH組件實現起來比較簡單,只須要重複使用Solr的DIH(Data Import Handler)組件,對data-config.xml進行簡單的修改便可。Solr DIH組件的實現類爲org.apache.solr.handler.dataimport.DataImportHandler,在Solr的 solrconfig.xml中配置兩個handler,配置分別說明以下。html

全量索引mysql

solrconfig.xml配置以下:sql

1 <requestHandler name="/dataimport"
2      class="org.apache.solr.handler.dataimport.DataImportHandler">
3      <lst name="defaults">
4           <str name="config">data-config.xml</str>
5      </lst>
6 </requestHandler>

上面這個是針對全量索引的,主要是配置data-config.xml文件,示例以下所示:數據庫

01 <dataConfig>
02     <dataSource name="jdbc" driver="com.mysql.jdbc.Driver"
03         url="jdbc:mysql://172.0.8.249:5606/marketing_db_saved?zeroDateTimeBehavior=convertToNull"
04         user="developer" password="sedept@shiyanjun.cn"/>
05     <document name="mkt_data">
06         <entity name="marketing_data" pk="id"
07                 query="select * from marketing_data limit ${dataimporter.request.length} offset ${dataimporter.request.offset}"
08                 transformer="RegexTransformer">
09             <field column="id" name="id" />
10             <field column="domain" name="domain" />
11             <field column="alex_rank" name="alex_rank" />
12             <field column="server_port" name="server_port" />
13             <field column="cert_validity_notBefore" name="cert_validity_notBefore" />
14             <field column="cert_validity_notAfter" />
15             <field column="cert_validity_notAfter_yyyyMMdd" regex="(.*?)\s+.*" name="cert_validity_notAfter_yyyyMMdd" sourceColName="cert_validity_notAfter"/>
16             <field column="cert_issuer_brand" name="cert_issuer_brand" />
17             <field column="cert_validation" name="cert_validation" />
18             <field column="cert_isMultiDomain" name="cert_isMultiDomain" />
19             <field column="cert_issuer_brand_isXRelated" name="cert_issuer_brand_isXRelated" />
20             <field column="cert_isWildcard" name="cert_isWildcard" />
21             <field column="cert_notAfter" name="cert_notAfter" />
22             <field column="special_ssl" name="special_ssl" />
23             <field column="competitor_logo" name="competitor_logo" />
24             <field column="segment" name="segment" />
25         </entity>
26     </document>
27 </dataConfig>

上面主要是經過內置變量 「${dataimporter.request.length}」和 「${dataimporter.request.offset}」來設置一個批次索引的數據表記錄數,請求的URL示例以下:apache

1 http://172.0.8.212:8080/search-server/core0/dataimport?command=full-import&commit=true&clean=false&offset=1000000&length=100000

上面表示,對數據表中id範圍爲[10000000, 1100000]的記錄進行索引,由於數據表可能達到千萬記錄數,並且線上有業務在操做數據庫,因此要選擇分批進行索引。dom

增量索引url

solrconfig.xml配置以下:code

01    <requestHandler name="/deltaimport" class="org.apache.solr.handler.dataimport.DataImportHandler">
02         <lst name="defaults">
03           <str name="config">delta-data-config.xml</str>
04         </lst>
05    </requestHandler>
06 上面定義請求的接口爲「deltaimport」,對應的配置文件delta- data-config.xml內容以下所示:
07  <dataConfig>
08     <dataSource name="jdbc" driver="com.mysql.jdbc.Driver"
09         url="jdbc:mysql://172.0.8.249:5606/marketing_db_saved?zeroDateTimeBehavior=convertToNull"
10         user="developer" password="sedept@shiyanjun.cn"/>
11     <document name="mkt_data">
12         <entity name="marketing_data" pk="id"
13                 query="select * from marketing_data"
14                 deltaImportQuery="select * from marketing_data where id='${dih.delta.id}'"
15                 deltaQuery="select id from marketing_data where updated_at &gt; '${dih.last_index_time}'"
16                 transformer="RegexTransformer">
17             <field column="id" name="id" />
18             <field column="domain" name="domain" />
19             <field column="alex_rank" name="alex_rank" />
20             <field column="server_port" name="server_port" />
21             <field column="cert_validity_notBefore" name="cert_validity_notBefore" />
22             <field column="cert_validity_notAfter" />
23             <field column="cert_validity_notAfter_yyyyMMdd" regex="(.*?)\s+.*" name="cert_validity_notAfter_yyyyMMdd" sourceColName="cert_validity_notAfter"/>
24             <field column="cert_issuer_brand" name="cert_issuer_brand" />
25             <field column="cert_validation" name="cert_validation" />
26             <field column="cert_isMultiDomain" name="cert_isMultiDomain" />
27             <field column="cert_issuer_brand_isXRelated" name="cert_issuer_brand_isXRelated" />
28             <field column="cert_isWildcard" name="cert_isWildcard" />
29             <field column="cert_notAfter" name="cert_notAfter" />
30             <field column="special_ssl" name="special_ssl" />
31             <field column="competitor_logo" name="competitor_logo" />
32             <field column="segment" name="segment" />
33         </entity>
34     </document>
35 </dataConfig>

上面主要是經過內置變量「${dih.delta.id}」和 「${dih.last_index_time}」來記錄本次索引的id和最後索引時間。這裏,會保存在deltaimport.properties文件中,示例以下:orm

1 #Sat Feb 16 17:48:49 CST 2013
2 last_index_time=2013-02-16 17\:48\:48
3 marketing_data.last_index_time=2013-02-16 17\:48\:48

請求增量索引的接口爲「deltaimport」,能夠寫一個定時腳本,例如每隔一天執行一次 (一天索引一次,只索引數據表中更新的記錄),請求URL示例以下:server

1 172.0.8.212:8080/search-server/core0/dataimport?command=delta-import

有關「query」,「deltaImportQuery」, 「deltaQuery」的解釋,引用官網說明,以下所示:

  • The query gives the data needed to populate fields of the Solr document in full-import

  • The deltaImportQuery gives the data needed to populate fields when running a delta-import

  • The deltaQuery gives the primary keys of the current entity which have changes since the last index time

還有更靈活的索引方式,之後再講。

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