elasticsearch index 之 put mapping _Elasticsearch

生也有涯，知也无涯。这篇文章主要讲述elasticsearch index 之 put mapping相关的知识，希望能为你提供帮助。
mapping机制使得elasticsearch索引数据变的更加灵活，近乎于no schema。mapping可以在建立索引时设置，也可以在后期设置。后期设置可以是修改mapping（无法对已有的field属性进行修改，一般来说只是增加新的field）或者对没有mapping的索引设置mapping。put mapping操作必须是master节点来完成，因为它涉及到集群matedata的修改，同时它跟index和type密切相关。修改只是针对特定index的特定type。
在Action support分析中我们分析过几种Action的抽象类型，put mapping Action属于TransportMasterNodeOperationAction的子类。它实现了masterOperation方法，每个继承自TransportMasterNodeOperationAction的子类都会根据自己的具体功能来实现这个方法。这里的实现如下所示：

protected void masterOperation(final PutMappingRequest request, final ClusterState state, final ActionListener< PutMappingResponse> listener) throws ElasticsearchException { final String[] concreteIndices = clusterService.state().metaData().concreteIndices(request.indicesOptions(), request.indices());
//构造request PutMappingClusterStateUpdateRequest updateRequest = new PutMappingClusterStateUpdateRequest() .ackTimeout(request.timeout()).masterNodeTimeout(request.masterNodeTimeout()) .indices(concreteIndices).type(request.type()) .source(request.source()).ignoreConflicts(request.ignoreConflicts()); //调用putMapping方法，同时传入一个Listener metaDataMappingService.putMapping(updateRequest, new ActionListener< ClusterStateUpdateResponse> () {@Override public void onResponse(ClusterStateUpdateResponse response) { listener.onResponse(new PutMappingResponse(response.isAcknowledged())); }@Override public void onFailure(Throwable t) { logger.debug("failed to put mappings on indices [{}], type [{}]", t, concreteIndices, request.type()); listener.onFailure(t); } }); }

以上是TransportPutMappingAction对masterOperation方法的实现，这里并没有多少复杂的逻辑和操作。具体操作在matedataMappingService中。跟之前的CreateIndex一样，put Mapping也是向master提交一个updateTask。所有逻辑也都在execute方法中。这个task的基本跟CreateIndex一样，也需要在给定的时间内响应。它的代码如下所示：

public void putMapping(final PutMappingClusterStateUpdateRequest request, final ActionListener< ClusterStateUpdateResponse> listener) { //提交一个高基本的updateTask clusterService.submitStateUpdateTask("put-mapping [" + request.type() + "]", Priority.HIGH, new AckedClusterStateUpdateTask< ClusterStateUpdateResponse> (request, listener) {@Override protected ClusterStateUpdateResponse newResponse(boolean acknowledged) { return new ClusterStateUpdateResponse(acknowledged); }@Override public ClusterState execute(final ClusterState currentState) throws Exception { List< String> indicesToClose = Lists.newArrayList(); try {
//必须针对已经在matadata中存在的index，否则抛出异常 for (String index : request.indices()) { if (!currentState.metaData().hasIndex(index)) { throw new IndexMissingException(new Index(index)); } }//还需要存在于indices中，否则无法进行操作。所以这里要进行预建 for (String index : request.indices()) { if (indicesService.hasIndex(index)) { continue; } final IndexMetaData indexMetaData = https://www.songbingjia.com/android/currentState.metaData().index(index);
//不存在就进行创建 IndexService indexService = indicesService.createIndex(indexMetaData.index(), indexMetaData.settings(), clusterService.localNode().id()); indicesToClose.add(indexMetaData.index()); // make sure to add custom default mapping if exists if (indexMetaData.mappings().containsKey(MapperService.DEFAULT_MAPPING)) { indexService.mapperService().merge(MapperService.DEFAULT_MAPPING, indexMetaData.mappings().get(MapperService.DEFAULT_MAPPING).source(), false); } // only add the current relevant mapping (if exists) if (indexMetaData.mappings().containsKey(request.type())) { indexService.mapperService().merge(request.type(), indexMetaData.mappings().get(request.type()).source(), false); } } //合并更新Mapping Map< String, DocumentMapper> newMappers = newHashMap(); Map< String, DocumentMapper> existingMappers = newHashMap();
//针对每个index进行Mapping合并 for (String index : request.indices()) { IndexService indexService = indicesService.indexServiceSafe(index); // try and parse it (no need to add it here) so we can bail early in case of parsing exception DocumentMapper newMapper; DocumentMapper existingMapper = indexService.mapperService().documentMapper(request.type()); if (MapperService.DEFAULT_MAPPING.equals(request.type())) {//存在defaultmapping则合并default mapping // _default_ types do not go through merging, but we do test the new settings. Also don\'t apply the old default newMapper = indexService.mapperService().parse(request.type(), new CompressedString(request.source()), false); } else { newMapper = indexService.mapperService().parse(request.type(), new CompressedString(request.source()), existingMapper == null); if (existingMapper != null) { // first, simulate DocumentMapper.MergeResult mergeResult = existingMapper.merge(newMapper, mergeFlags().simulate(true)); // if we have conflicts, and we are not supposed to ignore them, throw an exception if (!request.ignoreConflicts() & & mergeResult.hasConflicts()) { throw new MergeMappingException(mergeResult.conflicts()); } } }newMappers.put(index, newMapper); if (existingMapper != null) { existingMappers.put(index, existingMapper); } }String mappingType = request.type(); if (mappingType == null) { mappingType = newMappers.values().iterator().next().type(); } else if (!mappingType.equals(newMappers.values().iterator().next().type())) { throw new InvalidTypeNameException("Type name provided does not match type name within mapping definition"); } if (!MapperService.DEFAULT_MAPPING.equals(mappingType) & & !PercolatorService.TYPE_NAME.equals(mappingType) & & mappingType.charAt(0) == \'_\') { throw new InvalidTypeNameException("Document mapping type name can\'t start with \'_\'"); }final Map< String, MappingMetaData> mappings = newHashMap(); for (Map.Entry< String, DocumentMapper> entry : newMappers.entrySet()) { String index = entry.getKey(); // do the actual merge here on the master, and update the mapping source DocumentMapper newMapper = entry.getValue(); IndexService indexService = indicesService.indexService(index); if (indexService == null) { continue; }CompressedString existingSource = null; if (existingMappers.containsKey(entry.getKey())) { existingSource = existingMappers.get(entry.getKey()).mappingSource(); } DocumentMapper mergedMapper = indexService.mapperService().merge(newMapper.type(), newMapper.mappingSource(), false); CompressedString updatedSource = mergedMapper.mappingSource(); if (existingSource != null) { if (existingSource.equals(updatedSource)) { // same source, no changes, ignore it } else { // use the merged mapping source mappings.put(index, new MappingMetaData(mergedMapper)); if (logger.isDebugEnabled()) { logger.debug("[{}] update_mapping [{}] with source [{}]", index, mergedMapper.type(), updatedSource); } else if (logger.isInfoEnabled()) { logger.info("[{}] update_mapping [{}]", index, mergedMapper.type()); } } } else { mappings.put(index, new MappingMetaData(mergedMapper)); if (logger.isDebugEnabled()) { logger.debug("[{}] create_mapping [{}] with source [{}]", index, newMapper.type(), updatedSource); } else if (logger.isInfoEnabled()) { logger.info("[{}] create_mapping [{}]", index, newMapper.type()); } } }if (mappings.isEmpty()) { // no changes, return return currentState; } //根据mapping的更新情况重新生成matadata MetaData.Builder builder = MetaData.builder(currentState.metaData()); for (String indexName : request.indices()) { IndexMetaData indexMetaData = https://www.songbingjia.com/android/currentState.metaData().index(indexName); if (indexMetaData == null) { throw new IndexMissingException(new Index(indexName)); } MappingMetaData mappingMd = mappings.get(indexName); if (mappingMd != null) { builder.put(IndexMetaData.builder(indexMetaData).putMapping(mappingMd)); } }return ClusterState.builder(currentState).metaData(builder).build(); } finally { for (String index : indicesToClose) { indicesService.removeIndex(index,"created for mapping processing"); } } } }); }

以上就是mapping的设置过程，首先它跟Create index一样，只有master节点才能操作，而且是以task的形式提交给master；其次它的本质是将request中的mapping和index现存的或者是default mapping合并，并最终生成新的matadata更新到集群的各个节点。
【elasticsearch index 之 put mapping】总结：集群中的master操作无论是index方面还是集群方面，最终都是集群matadata的更新过程。而这些操作只能在master上进行，并且都是会超时的任务。put mapping当然也不例外。上面的两段代码基本概况了mapping的设置过程。这里就不再重复了。这里还有一个问题没有涉及到就是mapping的合并。mapping合并会在很多地方用到。在下一节中会它进行详细分析。