由于编辑solr的schema文件的过程中,时常会发生一些小错误,类似于,“true” 写成了“ture”
或者“multiValued”写成“multivalue”,虽然是手误但是往往会造成很诡异的错误,并且非常难排查错误。类似这样的笔误导致在生产环境中的bug,非常隐蔽不容易被发现,排除这样的错误经常要花上半天的时间或者更长。
解决这个问题的办法是通过在编辑后执行文档Schema校验的方式来校验文档的正确行,校验方式有两种一种是DTD,另外一种方式是Schema,就是XSD(XML Schema Definition)这种方式对XML校验更加完善,可以对属性进行类型校验。
简单起见,对schema.xml 利用DTD方式进行校验。以下是我针对solr的schema文件写DTD文件:
<!ELEMENT schema (types+,fields+,uniqueKey,defaultSearchField,similarity?,solrQueryParser,copyField*)> <!ATTLIST schema name CDATA #REQUIRED> <!ATTLIST schema version CDATA #REQUIRED> <!ELEMENT types (fieldType+)> <!ELEMENT fieldType (analyzer*)> <!ATTLIST fieldType name CDATA #REQUIRED> <!ATTLIST fieldType class CDATA #REQUIRED> <!ATTLIST fieldType positionIncrementGap CDATA #IMPLIED> <!ATTLIST fieldType sortMissingLast (true|false) "true"> <!ATTLIST fieldType omitNorms (true|false) "true"> <!ATTLIST fieldType precisionStep CDATA #IMPLIED> <!ATTLIST fieldType autoGeneratePhraseQueries (true|false) #IMPLIED> <!ATTLIST fieldType tokenized (true|false) #IMPLIED> <!ATTLIST fieldType omitTermFreqAndPositions (true|false) #IMPLIED> <!ELEMENT analyzer (tokenizer*,filter*)> <!ATTLIST analyzer type (index|query) #IMPLIED class CDATA #IMPLIED> <!ELEMENT tokenizer EMPTY> <!ATTLIST tokenizer class CDATA #REQUIRED group CDATA #IMPLIED pattern CDATA #IMPLIED> <!ELEMENT filter EMPTY> <!ATTLIST filter class CDATA #REQUIRED> <!ELEMENT uniqueKey (#PCDATA)> <!ELEMENT defaultSearchField (#PCDATA)> <!ELEMENT similarity (str*)> <!ATTLIST similarity class CDATA #REQUIRED> <!ELEMENT str (#PCDATA)> <!ATTLIST str name CDATA #REQUIRED> <!ELEMENT solrQueryParser EMPTY> <!ATTLIST solrQueryParser defaultOperator (OR|AND) #REQUIRED> <!ELEMENT fields (field|dynamicField)+> <!ELEMENT field EMPTY> <!ATTLIST field name CDATA #REQUIRED> <!ATTLIST field type CDATA #REQUIRED> <!ATTLIST field indexed (true|false) #IMPLIED> <!ATTLIST field stored (true|false) #IMPLIED> <!ATTLIST field multiValued (true|false) #IMPLIED> <!ATTLIST field required (true|false) #IMPLIED> <!ATTLIST field default CDATA #IMPLIED> <!ELEMENT dynamicField EMPTY> <!ATTLIST dynamicField name CDATA #REQUIRED> <!ATTLIST dynamicField type CDATA #REQUIRED> <!ATTLIST dynamicField indexed (true|false) #IMPLIED> <!ATTLIST dynamicField stored (true|false) #IMPLIED> <!ATTLIST dynamicField multiValued (true|false) #IMPLIED> <!ATTLIST dynamicField required (true|false) #IMPLIED> <!ELEMENT copyField EMPTY> <!ATTLIST copyField source CDATA #REQUIRED> <!ATTLIST copyField dest CDATA #REQUIRED>
然后就可以用这个dtd来校验XML文件了,以下是一个schema XML文件样例:
<?xml version="1.0" ?> <!DOCTYPE schema SYSTEM "solrschema.dtd"> <schema name="example core" version="1.1"> <types> <fieldType name="string" class="solr.TextField" sortMissingLast="true"></fieldType> <fieldType name="int" class="solr.TrieIntField" precisionStep="0" positionIncrementGap="0" /> <fieldType name="tlong" class="solr.TrieLongField" precisionStep="8" omitNorms="true" positionIncrementGap="0" /> <fieldType name="sint" class="solr.SortableIntField" sortMissingLast="true" omitNorms="true" /> <fieldType name="slong" class="solr.SortableLongField" sortMissingLast="true" omitNorms="true" /> <fieldType name="string_ws" class="solr.TextField" positionIncrementGap="100"> <analyzer> <tokenizer class="solr.WhitespaceTokenizerFactory" /> </analyzer> </fieldType> <fieldType name="string_sd" class="solr.TextField" sortMissingLast="true" omitNorms="true"> <analyzer type="index"> <tokenizer class="solr.StandardTokenizerFactory" /> <filter class="solr.ChineseFilterFactory" /> <filter class="solr.LowerCaseFilterFactory" /> </analyzer> <analyzer type="query"> <tokenizer class="solr.StandardTokenizerFactory" /> <filter class="solr.ChineseFilterFactory" /> <filter class="solr.LowerCaseFilterFactory" /> </analyzer> </fieldType> <fieldType name="tint" class="solr.TrieIntField" precisionStep="8" omitNorms="true" positionIncrementGap="0" /> <fieldType name="tfloat" class="solr.TrieFloatField" precisionStep="8" omitNorms="true" positionIncrementGap="0" /> <fieldType name="sfloat" class="solr.SortableFloatField" sortMissingLast="true" omitNorms="true" /> </types> <fields> <field name="id" type="slong" indexed="true" stored="true" multiValued="false" required="true" /> <field name="userId" type="slong" indexed="true" stored="true" multiValued="false" /> <field name="userNick" type="string" indexed="true" stored="true" multiValued="false" /> <field name="title" type="string_sd" indexed="true" stored="true" multiValued="false" /> <field name="contentKey" type="string" indexed="true" stored="true" multiValued="false" /> <field name="coverPicpath" type="string" indexed="true" stored="true" multiValued="false" /> <field name="itemId" type="string" indexed="true" stored="true" multiValued="false" /> <field name="gmtCreated" type="slong" indexed="true" stored="true" multiValued="false" /> <field name="gmtModified" type="slong" indexed="true" stored="true" multiValued="false" /> <field name="tag" type="string_sd" indexed="true" stored="true" multiValued="false" /> <field name="aScore" type="sfloat" indexed="true" stored="true" multiValued="false" /> <field name="count" type="int" indexed="true" stored="true" multiValued="false" /> <field name="feedId" type="string" stored="true" multiValued="false" /> <field name="summary" type="string_sd" indexed="true" stored="true" multiValued="false" /> <field name="status" type="int" indexed="true" stored="true" multiValued="false" /> <dynamicField name="*-t" type="text_com" stored="false" indexed="true" /> </fields> <uniqueKey>id</uniqueKey> <defaultSearchField>id</defaultSearchField> <similarity class="com.taobao.terminator.core.solrx.PayloadSimilarity"> <str name="func">max</str> </similarity> <solrQueryParser defaultOperator="OR" /> <copyField source="prov" dest="location" /> </schema>
写一个java的单元测试类来校验,XML的正确性:
import java.io.InputStream; import javax.xml.parsers.DocumentBuilder; import javax.xml.parsers.DocumentBuilderFactory; import junit.framework.Assert; import junit.framework.TestCase; import org.xml.sax.SAXException; import org.xml.sax.SAXParseException; import org.xml.sax.helpers.DefaultHandler; /** * @author 百岁([email protected]) * @date 2012-11-28 */ public class TestSchemaDTDValidate extends TestCase { private final static DocumentBuilderFactory factory = DocumentBuilderFactory .newInstance(); static { factory.setValidating(true); } public void testFile1() { Assert.assertTrue("schema3.xml", XMLValidateDTD("schema3.xml")); } public boolean XMLValidateDTD(String file) { MyHandler mh = new MyHandler(); InputStream inputStream = null; try { DocumentBuilder builder = factory.newDocumentBuilder(); builder.setErrorHandler(mh); inputStream = this.getClass().getResourceAsStream("/" + file); builder.parse(inputStream); } catch (Exception e) { Assert.assertFalse(e.getMessage(), true); return false; } finally { try { inputStream.close(); } catch (Throwable e) { } } return mh.validate; } static class MyHandler extends DefaultHandler { String errorMessage = null; private boolean validate = true; public void error(SAXParseException e) throws SAXException { errorMessage = e.getMessage(); System.out.println(errorMessage + " linenumber:" + e.getLineNumber()); Assert.assertFalse(errorMessage, true); validate = false; } public void fatalError(SAXParseException e) throws SAXException { errorMessage = e.getMessage(); System.out.println(errorMessage); validate = false; Assert.assertFalse(errorMessage + " linenumber:" + e.getLineNumber(), true); } } }
使用DTD来校验XML有以下不足:
- 子元素在排列顺序上有限制,是实际的xml文档中,定义的元素节点,必须要按照DTD中定义的顺序,哪怕这几个子元素在逻辑上并没有逻辑以来关系,比如,以上xml中<uniqueKey/>必须在<defaultSearchField/> 之前,如果不是这样的话校验XML过程中就会校验失败。
- 不能对节点属性的类型进行校验,比如,fieldType节点的precisionStep属性必须为数字,在实际中如果用户填写了非数字的字符作为的属性的话,校验也会通过的。这样就会发生潜在的错误。
虽然现在使用DTD有以上不足,但是相对以前完全没有校验机制来说已经进步一大截了,可以帮助我们规避掉很大一部分不必要的麻烦问题。如果想要弥补以上不足的话可以尝试一下XSD的校验机制。