use es6x/es7x instead of elaticsearch project

This commit is contained in:
agapple
2019-09-25 19:31:52 +08:00
parent 0c27bcf73e
commit 46fe40ed47
35 changed files with 0 additions and 5298 deletions

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<?xml version="1.0" encoding="UTF-8"?>
<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
<parent>
<artifactId>canal.client-adapter</artifactId>
<groupId>com.alibaba.otter</groupId>
<version>1.1.5-SNAPSHOT</version>
</parent>
<modelVersion>4.0.0</modelVersion>
<groupId>com.alibaba.otter</groupId>
<artifactId>client-adapter.elasticsearch</artifactId>
<packaging>jar</packaging>
<name>canal client adapter elasticsearch module for otter ${project.version}</name>
<dependencies>
<dependency>
<groupId>com.alibaba.otter</groupId>
<artifactId>client-adapter.common</artifactId>
<version>${project.version}</version>
<scope>provided</scope>
</dependency>
<dependency>
<groupId>com.alibaba.fastsql</groupId>
<artifactId>fastsql</artifactId>
<version>2.0.0_preview_855</version>
</dependency>
<dependency>
<groupId>org.elasticsearch</groupId>
<artifactId>elasticsearch</artifactId>
<version>6.4.3</version>
</dependency>
<dependency>
<groupId>org.elasticsearch.client</groupId>
<artifactId>transport</artifactId>
<version>6.4.3</version>
</dependency>
<dependency>
<groupId>org.elasticsearch.client</groupId>
<artifactId>elasticsearch-rest-client</artifactId>
<version>6.4.3</version>
</dependency>
<dependency>
<groupId>org.elasticsearch.client</groupId>
<artifactId>elasticsearch-rest-high-level-client</artifactId>
<version>6.4.3</version>
</dependency>
<dependency>
<groupId>junit</groupId>
<artifactId>junit</artifactId>
<version>4.12</version>
<scope>test</scope>
</dependency>
<dependency>
<groupId>mysql</groupId>
<artifactId>mysql-connector-java</artifactId>
<version>5.1.40</version>
<scope>test</scope>
</dependency>
</dependencies>
<build>
<plugins>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-assembly-plugin</artifactId>
<version>2.4</version>
<configuration>
<descriptorRefs>
<descriptorRef>jar-with-dependencies</descriptorRef>
</descriptorRefs>
</configuration>
<executions>
<execution>
<id>make-assembly</id>
<phase>package</phase>
<goals>
<goal>single</goal>
</goals>
</execution>
</executions>
</plugin>
<plugin>
<artifactId>maven-antrun-plugin</artifactId>
<executions>
<execution>
<phase>package</phase>
<goals>
<goal>run</goal>
</goals>
<configuration>
<tasks>
<copy todir="${project.basedir}/../launcher/target/classes/es" overwrite="true">
<fileset dir="${project.basedir}/target/classes/es" erroronmissingdir="true">
<include name="*.yml" />
</fileset>
</copy>
</tasks>
</configuration>
</execution>
</executions>
</plugin>
</plugins>
</build>
</project>

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package com.alibaba.otter.canal.client.adapter.es;
import java.util.LinkedHashMap;
import java.util.List;
import java.util.Map;
import java.util.Properties;
import java.util.concurrent.ConcurrentHashMap;
import java.util.regex.Matcher;
import java.util.regex.Pattern;
import javax.sql.DataSource;
import org.apache.commons.lang.StringUtils;
import org.elasticsearch.action.search.SearchResponse;
import com.alibaba.druid.pool.DruidDataSource;
import com.alibaba.otter.canal.client.adapter.OuterAdapter;
import com.alibaba.otter.canal.client.adapter.es.config.ESSyncConfig;
import com.alibaba.otter.canal.client.adapter.es.config.ESSyncConfig.ESMapping;
import com.alibaba.otter.canal.client.adapter.es.config.ESSyncConfigLoader;
import com.alibaba.otter.canal.client.adapter.es.config.SchemaItem;
import com.alibaba.otter.canal.client.adapter.es.config.SqlParser;
import com.alibaba.otter.canal.client.adapter.es.monitor.ESConfigMonitor;
import com.alibaba.otter.canal.client.adapter.es.service.ESEtlService;
import com.alibaba.otter.canal.client.adapter.es.service.ESSyncService;
import com.alibaba.otter.canal.client.adapter.es.support.ESConnection;
import com.alibaba.otter.canal.client.adapter.es.support.ESTemplate;
import com.alibaba.otter.canal.client.adapter.support.*;
/**
* ES外部适配器
*
* @author rewerma 2018-10-20
* @version 1.0.0
*/
@SPI("es")
public class ESAdapter implements OuterAdapter {
private Map<String, ESSyncConfig> esSyncConfig = new ConcurrentHashMap<>(); // 文件名对应配置
private Map<String, Map<String, ESSyncConfig>> dbTableEsSyncConfig = new ConcurrentHashMap<>(); // schema-table对应配置
private ESConnection esConnection;
private ESSyncService esSyncService;
private ESConfigMonitor esConfigMonitor;
private Properties envProperties;
public ESSyncService getEsSyncService() {
return esSyncService;
}
public Map<String, ESSyncConfig> getEsSyncConfig() {
return esSyncConfig;
}
public Map<String, Map<String, ESSyncConfig>> getDbTableEsSyncConfig() {
return dbTableEsSyncConfig;
}
public ESConnection getEsConnection() {
return esConnection;
}
public void setEsConnection(ESConnection esConnection) {
this.esConnection = esConnection;
}
@Override
public void init(OuterAdapterConfig configuration, Properties envProperties) {
try {
this.envProperties = envProperties;
Map<String, ESSyncConfig> esSyncConfigTmp = ESSyncConfigLoader.load(envProperties);
// 过滤不匹配的key的配置
esSyncConfigTmp.forEach((key, config) -> {
if ((config.getOuterAdapterKey() == null && configuration.getKey() == null)
|| (config.getOuterAdapterKey() != null
&& config.getOuterAdapterKey().equalsIgnoreCase(configuration.getKey()))) {
esSyncConfig.put(key, config);
}
});
for (Map.Entry<String, ESSyncConfig> entry : esSyncConfig.entrySet()) {
String configName = entry.getKey();
ESSyncConfig config = entry.getValue();
addSyncConfigToCache(configName, config);
}
Map<String, String> properties = configuration.getProperties();
String[] hostArray = configuration.getHosts().split(",");
String mode = properties.get("mode");
if ("rest".equalsIgnoreCase(mode) || "http".equalsIgnoreCase(mode)) {
esConnection = new ESConnection(hostArray, properties, ESConnection.ESClientMode.REST);
} else {
esConnection = new ESConnection(hostArray, properties, ESConnection.ESClientMode.TRANSPORT);
}
ESTemplate esTemplate = new ESTemplate(esConnection);
esSyncService = new ESSyncService(esTemplate);
esConfigMonitor = new ESConfigMonitor();
esConfigMonitor.init(this, envProperties);
} catch (Throwable e) {
throw new RuntimeException(e);
}
}
public void addSyncConfigToCache(String configName, ESSyncConfig config) {
Properties envProperties = this.envProperties;
SchemaItem schemaItem = SqlParser.parse(config.getEsMapping().getSql());
config.getEsMapping().setSchemaItem(schemaItem);
DruidDataSource dataSource = DatasourceConfig.DATA_SOURCES.get(config.getDataSourceKey());
if (dataSource == null || dataSource.getUrl() == null) {
throw new RuntimeException("No data source found: " + config.getDataSourceKey());
}
Pattern pattern = Pattern.compile(".*:(.*)://.*/(.*)\\?.*$");
Matcher matcher = pattern.matcher(dataSource.getUrl());
if (!matcher.find()) {
throw new RuntimeException("Not found the schema of jdbc-url: " + config.getDataSourceKey());
}
String schema = matcher.group(2);
schemaItem.getAliasTableItems().values().forEach(tableItem -> {
Map<String, ESSyncConfig> esSyncConfigMap;
if (envProperties != null
&& !"tcp".equalsIgnoreCase(envProperties.getProperty("canal.conf.mode"))) {
esSyncConfigMap = dbTableEsSyncConfig
.computeIfAbsent(StringUtils.trimToEmpty(config.getDestination()) + "-"
+ StringUtils.trimToEmpty(config.getGroupId()) + "_" + schema + "-"
+ tableItem.getTableName(),
k -> new ConcurrentHashMap<>());
} else {
esSyncConfigMap = dbTableEsSyncConfig
.computeIfAbsent(StringUtils.trimToEmpty(config.getDestination()) + "_" + schema + "-"
+ tableItem.getTableName(),
k -> new ConcurrentHashMap<>());
}
esSyncConfigMap.put(configName, config);
});
}
@Override
public void sync(List<Dml> dmls) {
if (dmls == null || dmls.isEmpty()) {
return;
}
for (Dml dml : dmls) {
if (!dml.getIsDdl()) {
sync(dml);
}
}
esSyncService.commit(); // 批次统一提交
}
private void sync(Dml dml) {
String database = dml.getDatabase();
String table = dml.getTable();
Map<String, ESSyncConfig> configMap;
if (envProperties != null && !"tcp".equalsIgnoreCase(envProperties.getProperty("canal.conf.mode"))) {
configMap = dbTableEsSyncConfig
.get(StringUtils.trimToEmpty(dml.getDestination()) + "-" + StringUtils.trimToEmpty(dml.getGroupId())
+ "_" + database + "-" + table);
} else {
configMap = dbTableEsSyncConfig
.get(StringUtils.trimToEmpty(dml.getDestination()) + "_" + database + "-" + table);
}
if (configMap != null && !configMap.values().isEmpty()) {
esSyncService.sync(configMap.values(), dml);
}
}
@Override
public EtlResult etl(String task, List<String> params) {
EtlResult etlResult = new EtlResult();
ESSyncConfig config = esSyncConfig.get(task);
if (config != null) {
DataSource dataSource = DatasourceConfig.DATA_SOURCES.get(config.getDataSourceKey());
ESEtlService esEtlService = new ESEtlService(esConnection, config);
if (dataSource != null) {
return esEtlService.importData(params);
} else {
etlResult.setSucceeded(false);
etlResult.setErrorMessage("DataSource not found");
return etlResult;
}
} else {
StringBuilder resultMsg = new StringBuilder();
boolean resSuccess = true;
for (ESSyncConfig configTmp : esSyncConfig.values()) {
// 取所有的destination为task的配置
if (configTmp.getDestination().equals(task)) {
ESEtlService esEtlService = new ESEtlService(esConnection, configTmp);
EtlResult etlRes = esEtlService.importData(params);
if (!etlRes.getSucceeded()) {
resSuccess = false;
resultMsg.append(etlRes.getErrorMessage()).append("\n");
} else {
resultMsg.append(etlRes.getResultMessage()).append("\n");
}
}
}
if (resultMsg.length() > 0) {
etlResult.setSucceeded(resSuccess);
if (resSuccess) {
etlResult.setResultMessage(resultMsg.toString());
} else {
etlResult.setErrorMessage(resultMsg.toString());
}
return etlResult;
}
}
etlResult.setSucceeded(false);
etlResult.setErrorMessage("Task not found");
return etlResult;
}
@Override
public Map<String, Object> count(String task) {
ESSyncConfig config = esSyncConfig.get(task);
ESMapping mapping = config.getEsMapping();
SearchResponse response = this.esConnection.new ESSearchRequest(mapping.get_index(), mapping.get_type()).size(0)
.getResponse();
long rowCount = response.getHits().getTotalHits();
Map<String, Object> res = new LinkedHashMap<>();
res.put("esIndex", mapping.get_index());
res.put("count", rowCount);
return res;
}
@Override
public void destroy() {
if (esConfigMonitor != null) {
esConfigMonitor.destroy();
}
if (esConnection != null) {
esConnection.close();
}
}
@Override
public String getDestination(String task) {
ESSyncConfig config = esSyncConfig.get(task);
if (config != null) {
return config.getDestination();
}
return null;
}
}

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package com.alibaba.otter.canal.client.adapter.es.config;
import com.alibaba.otter.canal.client.adapter.support.AdapterConfig;
import java.util.ArrayList;
import java.util.LinkedHashMap;
import java.util.List;
import java.util.Map;
/**
* ES 映射配置
*
* @author rewerma 2018-11-01
* @version 1.0.0
*/
public class ESSyncConfig implements AdapterConfig {
private String dataSourceKey; // 数据源key
private String outerAdapterKey; // adapter key
private String groupId; // group id
private String destination; // canal destination
private ESMapping esMapping;
public void validate() {
if (esMapping._index == null) {
throw new NullPointerException("esMapping._index");
}
if (esMapping._type == null) {
throw new NullPointerException("esMapping._type");
}
if (esMapping._id == null && esMapping.getPk() == null) {
throw new NullPointerException("esMapping._id or esMapping.pk");
}
if (esMapping.sql == null) {
throw new NullPointerException("esMapping.sql");
}
}
public String getDataSourceKey() {
return dataSourceKey;
}
public void setDataSourceKey(String dataSourceKey) {
this.dataSourceKey = dataSourceKey;
}
public String getOuterAdapterKey() {
return outerAdapterKey;
}
public void setOuterAdapterKey(String outerAdapterKey) {
this.outerAdapterKey = outerAdapterKey;
}
public String getGroupId() {
return groupId;
}
public void setGroupId(String groupId) {
this.groupId = groupId;
}
public String getDestination() {
return destination;
}
public void setDestination(String destination) {
this.destination = destination;
}
public ESMapping getEsMapping() {
return esMapping;
}
public void setEsMapping(ESMapping esMapping) {
this.esMapping = esMapping;
}
public ESMapping getMapping(){
return esMapping;
}
public static class ESMapping implements AdapterMapping{
private String _index;
private String _type;
private String _id;
private boolean upsert = false;
private String pk;
private Map<String, RelationMapping> relations = new LinkedHashMap<>();
private String sql;
// 对象字段, 例: objFields:
// - _labels: array:;
private Map<String, String> objFields = new LinkedHashMap<>();
private List<String> skips = new ArrayList<>();
private int commitBatch = 1000;
private String etlCondition;
private boolean syncByTimestamp = false; // 是否按时间戳定时同步
private Long syncInterval; // 同步时间间隔
private SchemaItem schemaItem; // sql解析结果模型
public String get_index() {
return _index;
}
public void set_index(String _index) {
this._index = _index;
}
public String get_type() {
return _type;
}
public void set_type(String _type) {
this._type = _type;
}
public String get_id() {
return _id;
}
public void set_id(String _id) {
this._id = _id;
}
public boolean isUpsert() {
return upsert;
}
public void setUpsert(boolean upsert) {
this.upsert = upsert;
}
public String getPk() {
return pk;
}
public void setPk(String pk) {
this.pk = pk;
}
public Map<String, String> getObjFields() {
return objFields;
}
public void setObjFields(Map<String, String> objFields) {
this.objFields = objFields;
}
public List<String> getSkips() {
return skips;
}
public void setSkips(List<String> skips) {
this.skips = skips;
}
public Map<String, RelationMapping> getRelations() {
return relations;
}
public void setRelations(Map<String, RelationMapping> relations) {
this.relations = relations;
}
public String getSql() {
return sql;
}
public void setSql(String sql) {
this.sql = sql;
}
public int getCommitBatch() {
return commitBatch;
}
public void setCommitBatch(int commitBatch) {
this.commitBatch = commitBatch;
}
public String getEtlCondition() {
return etlCondition;
}
public void setEtlCondition(String etlCondition) {
this.etlCondition = etlCondition;
}
public Long getSyncInterval() {
return syncInterval;
}
public void setSyncInterval(Long syncInterval) {
this.syncInterval = syncInterval;
}
public boolean isSyncByTimestamp() {
return syncByTimestamp;
}
public void setSyncByTimestamp(boolean syncByTimestamp) {
this.syncByTimestamp = syncByTimestamp;
}
public SchemaItem getSchemaItem() {
return schemaItem;
}
public void setSchemaItem(SchemaItem schemaItem) {
this.schemaItem = schemaItem;
}
}
public static class RelationMapping {
private String name;
private String parent;
public String getName() {
return name;
}
public void setName(String name) {
this.name = name;
}
public String getParent() {
return parent;
}
public void setParent(String parent) {
this.parent = parent;
}
}
}

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package com.alibaba.otter.canal.client.adapter.es.config;
import java.util.LinkedHashMap;
import java.util.Map;
import java.util.Properties;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import com.alibaba.otter.canal.client.adapter.config.YmlConfigBinder;
import com.alibaba.otter.canal.client.adapter.support.MappingConfigsLoader;
/**
* ES 配置装载器
*
* @author rewerma 2018-11-01
* @version 1.0.0
*/
public class ESSyncConfigLoader {
private static Logger logger = LoggerFactory.getLogger(ESSyncConfigLoader.class);
public static synchronized Map<String, ESSyncConfig> load(Properties envProperties) {
logger.info("## Start loading es mapping config ... ");
Map<String, ESSyncConfig> esSyncConfig = new LinkedHashMap<>();
Map<String, String> configContentMap = MappingConfigsLoader.loadConfigs("es");
configContentMap.forEach((fileName, content) -> {
ESSyncConfig config = YmlConfigBinder.bindYmlToObj(null, content, ESSyncConfig.class, null, envProperties);
if (config == null) {
return;
}
try {
config.validate();
} catch (Exception e) {
throw new RuntimeException("ERROR Config: " + fileName + " " + e.getMessage(), e);
}
esSyncConfig.put(fileName, config);
});
logger.info("## ES mapping config loaded");
return esSyncConfig;
}
}

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package com.alibaba.otter.canal.client.adapter.es.config;
import java.util.ArrayList;
import java.util.LinkedHashMap;
import java.util.List;
import java.util.Map;
import com.alibaba.otter.canal.client.adapter.es.config.ESSyncConfig.ESMapping;
/**
* ES 映射配置视图
*
* @author rewerma 2018-11-01
* @version 1.0.0
*/
public class SchemaItem {
private Map<String, TableItem> aliasTableItems = new LinkedHashMap<>(); // 别名对应表名
private Map<String, FieldItem> selectFields = new LinkedHashMap<>(); // 查询字段
private String sql;
private volatile Map<String, List<TableItem>> tableItemAliases;
private volatile Map<String, List<FieldItem>> columnFields;
private volatile Boolean allFieldsSimple;
public void init() {
this.getTableItemAliases();
this.getColumnFields();
this.isAllFieldsSimple();
aliasTableItems.values().forEach(tableItem -> {
tableItem.getRelationTableFields();
tableItem.getRelationSelectFieldItems();
});
}
public Map<String, TableItem> getAliasTableItems() {
return aliasTableItems;
}
public void setAliasTableItems(Map<String, TableItem> aliasTableItems) {
this.aliasTableItems = aliasTableItems;
}
public String getSql() {
return sql;
}
public void setSql(String sql) {
this.sql = sql;
}
public Map<String, FieldItem> getSelectFields() {
return selectFields;
}
public void setSelectFields(Map<String, FieldItem> selectFields) {
this.selectFields = selectFields;
}
public String toSql() {
// todo
return null;
}
public Map<String, List<TableItem>> getTableItemAliases() {
if (tableItemAliases == null) {
synchronized (SchemaItem.class) {
if (tableItemAliases == null) {
tableItemAliases = new LinkedHashMap<>();
aliasTableItems.forEach((alias, tableItem) -> {
List<TableItem> aliases = tableItemAliases
.computeIfAbsent(tableItem.getTableName().toLowerCase(), k -> new ArrayList<>());
aliases.add(tableItem);
});
}
}
}
return tableItemAliases;
}
public Map<String, List<FieldItem>> getColumnFields() {
if (columnFields == null) {
synchronized (SchemaItem.class) {
if (columnFields == null) {
columnFields = new LinkedHashMap<>();
getSelectFields()
.forEach((fieldName, fieldItem) -> fieldItem.getColumnItems().forEach(columnItem -> {
// TableItem tableItem = getAliasTableItems().get(columnItem.getOwner());
// if (!tableItem.isSubQuery()) {
//当数据列并非原始列时,columnName是空的,例如concat('px',id)
if(columnItem.getColumnName() != null) {
List<FieldItem> fieldItems = columnFields.computeIfAbsent(
columnItem.getOwner() + "." + columnItem.getColumnName(),
k -> new ArrayList<>());
fieldItems.add(fieldItem);
}
// } else {
// tableItem.getSubQueryFields().forEach(subQueryField -> {
// List<FieldItem> fieldItems = columnFields.computeIfAbsent(
// columnItem.getOwner() + "." + subQueryField.getColumn().getColumnName(),
// k -> new ArrayList<>());
// fieldItems.add(fieldItem);
// });
// }
}));
}
}
}
return columnFields;
}
public boolean isAllFieldsSimple() {
if (allFieldsSimple == null) {
synchronized (SchemaItem.class) {
if (allFieldsSimple == null) {
allFieldsSimple = true;
for (FieldItem fieldItem : getSelectFields().values()) {
if (fieldItem.isMethod() || fieldItem.isBinaryOp()) {
allFieldsSimple = false;
break;
}
}
}
}
}
return allFieldsSimple;
}
public TableItem getMainTable() {
if (!aliasTableItems.isEmpty()) {
return aliasTableItems.values().iterator().next();
} else {
return null;
}
}
public FieldItem getIdFieldItem(ESMapping mapping) {
if (mapping.get_id() != null) {
return getSelectFields().get(mapping.get_id());
} else {
return getSelectFields().get(mapping.getPk());
}
}
public static class TableItem {
private SchemaItem schemaItem;
private String schema;
private String tableName;
private String alias;
private String subQuerySql;
private List<FieldItem> subQueryFields = new ArrayList<>();
private List<RelationFieldsPair> relationFields = new ArrayList<>();
private boolean main;
private boolean subQuery;
private volatile Map<FieldItem, List<FieldItem>> relationTableFields; // 当前表关联条件字段对应主表查询字段
private volatile List<FieldItem> relationSelectFieldItems; // 子表所在主表的查询字段
public TableItem(SchemaItem schemaItem){
this.schemaItem = schemaItem;
}
public SchemaItem getSchemaItem() {
return schemaItem;
}
public void setSchemaItem(SchemaItem schemaItem) {
this.schemaItem = schemaItem;
}
public String getSchema() {
return schema;
}
public void setSchema(String schema) {
this.schema = schema;
}
public String getTableName() {
return tableName;
}
public void setTableName(String tableName) {
this.tableName = tableName;
}
public String getAlias() {
return alias;
}
public void setAlias(String alias) {
this.alias = alias;
}
public String getSubQuerySql() {
return subQuerySql;
}
public void setSubQuerySql(String subQuerySql) {
this.subQuerySql = subQuerySql;
}
public boolean isMain() {
return main;
}
public void setMain(boolean main) {
this.main = main;
}
public boolean isSubQuery() {
return subQuery;
}
public void setSubQuery(boolean subQuery) {
this.subQuery = subQuery;
}
public List<FieldItem> getSubQueryFields() {
return subQueryFields;
}
public void setSubQueryFields(List<FieldItem> subQueryFields) {
this.subQueryFields = subQueryFields;
}
public List<RelationFieldsPair> getRelationFields() {
return relationFields;
}
public void setRelationFields(List<RelationFieldsPair> relationFields) {
this.relationFields = relationFields;
}
public Map<FieldItem, List<FieldItem>> getRelationTableFields() {
if (relationTableFields == null) {
synchronized (SchemaItem.class) {
if (relationTableFields == null) {
relationTableFields = new LinkedHashMap<>();
getRelationFields().forEach(relationFieldsPair -> {
FieldItem leftFieldItem = relationFieldsPair.getLeftFieldItem();
FieldItem rightFieldItem = relationFieldsPair.getRightFieldItem();
FieldItem currentTableRelField = null;
if (getAlias().equals(leftFieldItem.getOwner())) {
currentTableRelField = leftFieldItem;
} else if (getAlias().equals(rightFieldItem.getOwner())) {
currentTableRelField = rightFieldItem;
}
if (currentTableRelField != null) {
List<FieldItem> selectFieldItem = getSchemaItem().getColumnFields()
.get(leftFieldItem.getOwner() + "." + leftFieldItem.getColumn().getColumnName());
if (selectFieldItem != null && !selectFieldItem.isEmpty()) {
relationTableFields.put(currentTableRelField, selectFieldItem);
} else {
selectFieldItem = getSchemaItem().getColumnFields()
.get(rightFieldItem.getOwner() + "."
+ rightFieldItem.getColumn().getColumnName());
if (selectFieldItem != null && !selectFieldItem.isEmpty()) {
relationTableFields.put(currentTableRelField, selectFieldItem);
} else {
throw new UnsupportedOperationException(
"Relation condition column must in select columns.");
}
}
}
});
}
}
}
return relationTableFields;
}
public List<FieldItem> getRelationSelectFieldItems() {
if (relationSelectFieldItems == null) {
synchronized (SchemaItem.class) {
if (relationSelectFieldItems == null) {
List<FieldItem> relationSelectFieldItemsTmp = new ArrayList<>();
for (FieldItem fieldItem : schemaItem.getSelectFields().values()) {
if (fieldItem.getOwners().contains(getAlias())) {
relationSelectFieldItemsTmp.add(fieldItem);
}
}
relationSelectFieldItems = relationSelectFieldItemsTmp;
}
}
}
return relationSelectFieldItems;
}
}
public static class RelationFieldsPair {
private FieldItem leftFieldItem;
private FieldItem rightFieldItem;
public RelationFieldsPair(FieldItem leftFieldItem, FieldItem rightFieldItem){
this.leftFieldItem = leftFieldItem;
this.rightFieldItem = rightFieldItem;
}
public FieldItem getLeftFieldItem() {
return leftFieldItem;
}
public void setLeftFieldItem(FieldItem leftFieldItem) {
this.leftFieldItem = leftFieldItem;
}
public FieldItem getRightFieldItem() {
return rightFieldItem;
}
public void setRightFieldItem(FieldItem rightFieldItem) {
this.rightFieldItem = rightFieldItem;
}
}
public static class FieldItem {
private String fieldName;
private String expr;
private List<ColumnItem> columnItems = new ArrayList<>();
private List<String> owners = new ArrayList<>();
private boolean method;
private boolean binaryOp;
public String getFieldName() {
return fieldName;
}
public void setFieldName(String fieldName) {
this.fieldName = fieldName;
}
public String getExpr() {
return expr;
}
public void setExpr(String expr) {
this.expr = expr;
}
public List<ColumnItem> getColumnItems() {
return columnItems;
}
public void setColumnItems(List<ColumnItem> columnItems) {
this.columnItems = columnItems;
}
public boolean isMethod() {
return method;
}
public void setMethod(boolean method) {
this.method = method;
}
public boolean isBinaryOp() {
return binaryOp;
}
public void setBinaryOp(boolean binaryOp) {
this.binaryOp = binaryOp;
}
public List<String> getOwners() {
return owners;
}
public void setOwners(List<String> owners) {
this.owners = owners;
}
public void addColumn(ColumnItem columnItem) {
columnItems.add(columnItem);
}
public ColumnItem getColumn() {
if (!columnItems.isEmpty()) {
return columnItems.get(0);
} else {
return null;
}
}
public String getOwner() {
if (!owners.isEmpty()) {
return owners.get(0);
} else {
return null;
}
}
@Override
public boolean equals(Object o) {
if (this == o) return true;
if (o == null || getClass() != o.getClass()) return false;
FieldItem fieldItem = (FieldItem) o;
return fieldName != null ? fieldName.equals(fieldItem.fieldName) : fieldItem.fieldName == null;
}
@Override
public int hashCode() {
return fieldName != null ? fieldName.hashCode() : 0;
}
}
public static class ColumnItem {
private String owner;
private String columnName;
public String getOwner() {
return owner;
}
public void setOwner(String owner) {
this.owner = owner;
}
public String getColumnName() {
return columnName;
}
public void setColumnName(String columnName) {
this.columnName = columnName;
}
}
}

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@@ -1,276 +0,0 @@
package com.alibaba.otter.canal.client.adapter.es.config;
import static com.alibaba.fastsql.sql.ast.expr.SQLBinaryOperator.BooleanAnd;
import static com.alibaba.fastsql.sql.ast.expr.SQLBinaryOperator.Equality;
import java.util.ArrayList;
import java.util.List;
import java.util.stream.Collectors;
import com.alibaba.fastsql.sql.SQLUtils;
import com.alibaba.fastsql.sql.ast.SQLExpr;
import com.alibaba.fastsql.sql.ast.expr.*;
import com.alibaba.fastsql.sql.ast.statement.*;
import com.alibaba.fastsql.sql.dialect.mysql.ast.statement.MySqlSelectQueryBlock;
import com.alibaba.fastsql.sql.dialect.mysql.parser.MySqlStatementParser;
import com.alibaba.fastsql.sql.parser.ParserException;
import com.alibaba.fastsql.sql.parser.SQLStatementParser;
import com.alibaba.otter.canal.client.adapter.es.config.SchemaItem.ColumnItem;
import com.alibaba.otter.canal.client.adapter.es.config.SchemaItem.FieldItem;
import com.alibaba.otter.canal.client.adapter.es.config.SchemaItem.RelationFieldsPair;
import com.alibaba.otter.canal.client.adapter.es.config.SchemaItem.TableItem;
/**
* ES同步指定sql格式解析
*
* @author rewerma 2018-10-26 下午03:45:49
* @version 1.0.0
*/
public class SqlParser {
/**
* 解析sql
*
* @param sql sql
* @return 视图对象
*/
public static SchemaItem parse(String sql) {
try {
SQLStatementParser parser = new MySqlStatementParser(sql);
SQLSelectStatement statement = (SQLSelectStatement) parser.parseStatement();
MySqlSelectQueryBlock sqlSelectQueryBlock = (MySqlSelectQueryBlock) statement.getSelect().getQuery();
SchemaItem schemaItem = new SchemaItem();
schemaItem.setSql(SQLUtils.toMySqlString(sqlSelectQueryBlock));
SQLTableSource sqlTableSource = sqlSelectQueryBlock.getFrom();
List<TableItem> tableItems = new ArrayList<>();
SqlParser.visitSelectTable(schemaItem, sqlTableSource, tableItems, null);
tableItems.forEach(tableItem -> schemaItem.getAliasTableItems().put(tableItem.getAlias(), tableItem));
List<FieldItem> fieldItems = collectSelectQueryFields(sqlSelectQueryBlock);
fieldItems.forEach(fieldItem -> schemaItem.getSelectFields().put(fieldItem.getFieldName(), fieldItem));
schemaItem.init();
if (schemaItem.getAliasTableItems().isEmpty() || schemaItem.getSelectFields().isEmpty()) {
throw new ParserException("Parse sql error");
}
return schemaItem;
} catch (Exception e) {
throw new ParserException();
}
}
/**
* 归集字段
*
* @param sqlSelectQueryBlock sqlSelectQueryBlock
* @return 字段属性列表
*/
private static List<FieldItem> collectSelectQueryFields(MySqlSelectQueryBlock sqlSelectQueryBlock) {
return sqlSelectQueryBlock.getSelectList().stream().map(selectItem -> {
FieldItem fieldItem = new FieldItem();
fieldItem.setFieldName(selectItem.getAlias());
fieldItem.setExpr(selectItem.toString());
visitColumn(selectItem.getExpr(), fieldItem);
return fieldItem;
}).collect(Collectors.toList());
}
/**
* 解析字段
*
* @param expr sql expr
* @param fieldItem 字段属性
*/
private static void visitColumn(SQLExpr expr, FieldItem fieldItem) {
if (expr instanceof SQLIdentifierExpr) {
// 无owner
SQLIdentifierExpr identifierExpr = (SQLIdentifierExpr) expr;
if (fieldItem.getFieldName() == null) {
fieldItem.setFieldName(identifierExpr.getName());
fieldItem.setExpr(identifierExpr.toString());
}
ColumnItem columnItem = new ColumnItem();
columnItem.setColumnName(identifierExpr.getName());
fieldItem.getOwners().add(null);
fieldItem.addColumn(columnItem);
} else if (expr instanceof SQLPropertyExpr) {
// 有owner
SQLPropertyExpr sqlPropertyExpr = (SQLPropertyExpr) expr;
if (fieldItem.getFieldName() == null) {
fieldItem.setFieldName(sqlPropertyExpr.getName());
fieldItem.setExpr(sqlPropertyExpr.toString());
}
fieldItem.getOwners().add(sqlPropertyExpr.getOwnernName());
ColumnItem columnItem = new ColumnItem();
columnItem.setColumnName(sqlPropertyExpr.getName());
columnItem.setOwner(sqlPropertyExpr.getOwnernName());
fieldItem.addColumn(columnItem);
} else if (expr instanceof SQLMethodInvokeExpr) {
SQLMethodInvokeExpr methodInvokeExpr = (SQLMethodInvokeExpr) expr;
fieldItem.setMethod(true);
for (SQLExpr sqlExpr : methodInvokeExpr.getArguments()) {
visitColumn(sqlExpr, fieldItem);
}
} else if (expr instanceof SQLBinaryOpExpr) {
SQLBinaryOpExpr sqlBinaryOpExpr = (SQLBinaryOpExpr) expr;
fieldItem.setBinaryOp(true);
visitColumn(sqlBinaryOpExpr.getLeft(), fieldItem);
visitColumn(sqlBinaryOpExpr.getRight(), fieldItem);
} else if (expr instanceof SQLCaseExpr) {
SQLCaseExpr sqlCaseExpr = (SQLCaseExpr) expr;
fieldItem.setMethod(true);
sqlCaseExpr.getItems().forEach(item -> visitColumn(item.getConditionExpr(), fieldItem));
} else if (expr instanceof SQLCharExpr) {
SQLCharExpr sqlCharExpr = (SQLCharExpr) expr;
String owner = null;
String columnName = null;
if (sqlCharExpr.getParent() instanceof SQLCaseExpr.Item) {
owner = ((SQLPropertyExpr) ((SQLCaseExpr.Item) sqlCharExpr.getParent()).getValueExpr()).getOwnernName();
columnName = ((SQLPropertyExpr) ((SQLCaseExpr.Item) sqlCharExpr.getParent()).getValueExpr()).getName();
}
if (fieldItem.getFieldName() == null) {
fieldItem.setFieldName(columnName);
fieldItem.setExpr(sqlCharExpr.toString());
}
ColumnItem columnItem = new ColumnItem();
columnItem.setColumnName(columnName);
columnItem.setOwner(owner);
fieldItem.getOwners().add(owner);
fieldItem.addColumn(columnItem);
}
}
/**
* 解析表
*
* @param schemaItem 视图对象
* @param sqlTableSource sqlTableSource
* @param tableItems 表对象列表
* @param tableItemTmp 表对象(临时)
*/
private static void visitSelectTable(SchemaItem schemaItem, SQLTableSource sqlTableSource,
List<TableItem> tableItems, TableItem tableItemTmp) {
if (sqlTableSource instanceof SQLExprTableSource) {
SQLExprTableSource sqlExprTableSource = (SQLExprTableSource) sqlTableSource;
TableItem tableItem;
if (tableItemTmp != null) {
tableItem = tableItemTmp;
} else {
tableItem = new TableItem(schemaItem);
}
tableItem.setSchema(sqlExprTableSource.getSchema());
tableItem.setTableName(sqlExprTableSource.getTableName());
if (tableItem.getAlias() == null) {
tableItem.setAlias(sqlExprTableSource.getAlias());
}
if (tableItems.isEmpty()) {
// 第一张表为主表
tableItem.setMain(true);
}
tableItems.add(tableItem);
} else if (sqlTableSource instanceof SQLJoinTableSource) {
SQLJoinTableSource sqlJoinTableSource = (SQLJoinTableSource) sqlTableSource;
SQLTableSource leftTableSource = sqlJoinTableSource.getLeft();
visitSelectTable(schemaItem, leftTableSource, tableItems, null);
SQLTableSource rightTableSource = sqlJoinTableSource.getRight();
TableItem rightTableItem = new TableItem(schemaItem);
// 解析on条件字段
visitOnCondition(sqlJoinTableSource.getCondition(), rightTableItem);
visitSelectTable(schemaItem, rightTableSource, tableItems, rightTableItem);
} else if (sqlTableSource instanceof SQLSubqueryTableSource) {
SQLSubqueryTableSource subQueryTableSource = (SQLSubqueryTableSource) sqlTableSource;
MySqlSelectQueryBlock sqlSelectQuery = (MySqlSelectQueryBlock) subQueryTableSource.getSelect().getQuery();
TableItem tableItem;
if (tableItemTmp != null) {
tableItem = tableItemTmp;
} else {
tableItem = new TableItem(schemaItem);
}
tableItem.setAlias(subQueryTableSource.getAlias());
tableItem.setSubQuerySql(SQLUtils.toMySqlString(sqlSelectQuery));
tableItem.setSubQuery(true);
tableItem.setSubQueryFields(collectSelectQueryFields(sqlSelectQuery));
visitSelectTable(schemaItem, sqlSelectQuery.getFrom(), tableItems, tableItem);
}
}
/**
* 解析on条件
*
* @param expr sql expr
* @param tableItem 表对象
*/
private static void visitOnCondition(SQLExpr expr, TableItem tableItem) {
if (!(expr instanceof SQLBinaryOpExpr)) {
throw new UnsupportedOperationException();
}
SQLBinaryOpExpr sqlBinaryOpExpr = (SQLBinaryOpExpr) expr;
if (sqlBinaryOpExpr.getOperator() == BooleanAnd) {
visitOnCondition(sqlBinaryOpExpr.getLeft(), tableItem);
visitOnCondition(sqlBinaryOpExpr.getRight(), tableItem);
} else if (sqlBinaryOpExpr.getOperator() == Equality) {
FieldItem leftFieldItem = new FieldItem();
visitColumn(sqlBinaryOpExpr.getLeft(), leftFieldItem);
if (leftFieldItem.getColumnItems().size() != 1 || leftFieldItem.isMethod() || leftFieldItem.isBinaryOp()) {
throw new UnsupportedOperationException("Unsupported for complex of on-condition");
}
FieldItem rightFieldItem = new FieldItem();
visitColumn(sqlBinaryOpExpr.getRight(), rightFieldItem);
if (rightFieldItem.getColumnItems().size() != 1 || rightFieldItem.isMethod()
|| rightFieldItem.isBinaryOp()) {
throw new UnsupportedOperationException("Unsupported for complex of on-condition");
}
tableItem.getRelationFields().add(new RelationFieldsPair(leftFieldItem, rightFieldItem));
} else {
throw new UnsupportedOperationException("Unsupported for complex of on-condition");
}
}
public static MySqlSelectQueryBlock parseSQLSelectQueryBlock(String sql) {
if (sql == null || "".equals(sql)) {
return null;
}
SQLStatementParser parser = new MySqlStatementParser(sql);
SQLSelectStatement statement = (SQLSelectStatement) parser.parseStatement();
return (MySqlSelectQueryBlock) statement.getSelect().getQuery();
}
public static String parse4SQLSelectItem(MySqlSelectQueryBlock sqlSelectQueryBlock) {
List<SQLSelectItem> selectItems = sqlSelectQueryBlock.getSelectList();
StringBuilder subSql = new StringBuilder();
int i = 0;
for (SQLSelectItem sqlSelectItem : selectItems) {
if (i != 0) {
subSql.append(",");
} else {
i++;
}
subSql.append(SQLUtils.toMySqlString(sqlSelectItem));
}
return subSql.toString();
}
public static String parse4FromTableSource(MySqlSelectQueryBlock sqlSelectQueryBlock) {
SQLTableSource sqlTableSource = sqlSelectQueryBlock.getFrom();
return SQLUtils.toMySqlString(sqlTableSource);
}
public static String parse4WhereItem(MySqlSelectQueryBlock sqlSelectQueryBlock) {
SQLExpr sqlExpr = sqlSelectQueryBlock.getWhere();
if (sqlExpr != null) {
return SQLUtils.toMySqlString(sqlExpr);
}
return null;
}
public static String parse4GroupBy(MySqlSelectQueryBlock sqlSelectQueryBlock) {
SQLSelectGroupByClause expr = sqlSelectQueryBlock.getGroupBy();
if (expr != null) {
return SQLUtils.toMySqlString(expr);
}
return null;
}
}

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@@ -1,147 +0,0 @@
package com.alibaba.otter.canal.client.adapter.es.monitor;
import java.io.File;
import java.util.HashMap;
import java.util.Map;
import java.util.Properties;
import java.util.regex.Matcher;
import java.util.regex.Pattern;
import org.apache.commons.io.filefilter.FileFilterUtils;
import org.apache.commons.io.monitor.FileAlterationListenerAdaptor;
import org.apache.commons.io.monitor.FileAlterationMonitor;
import org.apache.commons.io.monitor.FileAlterationObserver;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import com.alibaba.druid.pool.DruidDataSource;
import com.alibaba.otter.canal.client.adapter.config.YmlConfigBinder;
import com.alibaba.otter.canal.client.adapter.es.ESAdapter;
import com.alibaba.otter.canal.client.adapter.es.config.ESSyncConfig;
import com.alibaba.otter.canal.client.adapter.es.config.SchemaItem;
import com.alibaba.otter.canal.client.adapter.es.config.SqlParser;
import com.alibaba.otter.canal.client.adapter.support.DatasourceConfig;
import com.alibaba.otter.canal.client.adapter.support.MappingConfigsLoader;
import com.alibaba.otter.canal.client.adapter.support.Util;
public class ESConfigMonitor {
private static final Logger logger = LoggerFactory.getLogger(ESConfigMonitor.class);
private static final String adapterName = "es";
private ESAdapter esAdapter;
private Properties envProperties;
private FileAlterationMonitor fileMonitor;
public void init(ESAdapter esAdapter, Properties envProperties) {
this.esAdapter = esAdapter;
this.envProperties = envProperties;
File confDir = Util.getConfDirPath(adapterName);
try {
FileAlterationObserver observer = new FileAlterationObserver(confDir,
FileFilterUtils.and(FileFilterUtils.fileFileFilter(), FileFilterUtils.suffixFileFilter("yml")));
FileListener listener = new FileListener();
observer.addListener(listener);
fileMonitor = new FileAlterationMonitor(3000, observer);
fileMonitor.start();
} catch (Exception e) {
logger.error(e.getMessage(), e);
}
}
public void destroy() {
try {
fileMonitor.stop();
} catch (Exception e) {
logger.error(e.getMessage(), e);
}
}
private class FileListener extends FileAlterationListenerAdaptor {
@Override
public void onFileCreate(File file) {
super.onFileCreate(file);
try {
// 加载新增的配置文件
String configContent = MappingConfigsLoader.loadConfig(adapterName + File.separator + file.getName());
ESSyncConfig config = YmlConfigBinder
.bindYmlToObj(null, configContent, ESSyncConfig.class, null, envProperties);
if (config != null) {
config.validate();
addConfigToCache(file, config);
logger.info("Add a new es mapping config: {} to canal adapter", file.getName());
}
} catch (Exception e) {
logger.error(e.getMessage(), e);
}
}
@Override
public void onFileChange(File file) {
super.onFileChange(file);
try {
if (esAdapter.getEsSyncConfig().containsKey(file.getName())) {
// 加载配置文件
String configContent = MappingConfigsLoader
.loadConfig(adapterName + File.separator + file.getName());
if (configContent == null) {
onFileDelete(file);
return;
}
ESSyncConfig config = YmlConfigBinder
.bindYmlToObj(null, configContent, ESSyncConfig.class, null, envProperties);
if (config == null) {
return;
}
config.validate();
if (esAdapter.getEsSyncConfig().containsKey(file.getName())) {
deleteConfigFromCache(file);
}
addConfigToCache(file, config);
logger.info("Change a es mapping config: {} of canal adapter", file.getName());
}else{
onFileCreate(file);
}
} catch (Exception e) {
logger.error(e.getMessage(), e);
}
}
@Override
public void onFileDelete(File file) {
super.onFileDelete(file);
try {
if (esAdapter.getEsSyncConfig().containsKey(file.getName())) {
deleteConfigFromCache(file);
logger.info("Delete a es mapping config: {} of canal adapter", file.getName());
}
} catch (Exception e) {
logger.error(e.getMessage(), e);
}
}
private void addConfigToCache(File file, ESSyncConfig config) {
esAdapter.getEsSyncConfig().put(file.getName(), config);
esAdapter.addSyncConfigToCache(file.getName(),config);
}
private void deleteConfigFromCache(File file) {
esAdapter.getEsSyncConfig().remove(file.getName());
for (Map<String, ESSyncConfig> configMap : esAdapter.getDbTableEsSyncConfig().values()) {
if (configMap != null) {
configMap.remove(file.getName());
}
}
}
}
}

View File

@@ -1,217 +0,0 @@
package com.alibaba.otter.canal.client.adapter.es.service;
import java.sql.SQLException;
import java.util.HashMap;
import java.util.LinkedHashMap;
import java.util.List;
import java.util.Map;
import java.util.concurrent.atomic.AtomicLong;
import javax.sql.DataSource;
import org.apache.commons.lang.StringUtils;
import org.elasticsearch.action.bulk.BulkItemResponse;
import org.elasticsearch.action.bulk.BulkResponse;
import org.elasticsearch.action.search.SearchResponse;
import org.elasticsearch.index.query.QueryBuilders;
import org.elasticsearch.rest.RestStatus;
import org.elasticsearch.search.SearchHit;
import com.alibaba.otter.canal.client.adapter.es.config.ESSyncConfig;
import com.alibaba.otter.canal.client.adapter.es.config.ESSyncConfig.ESMapping;
import com.alibaba.otter.canal.client.adapter.es.config.SchemaItem.FieldItem;
import com.alibaba.otter.canal.client.adapter.es.support.ESConnection;
import com.alibaba.otter.canal.client.adapter.es.support.ESConnection.ESBulkRequest;
import com.alibaba.otter.canal.client.adapter.es.support.ESConnection.ESIndexRequest;
import com.alibaba.otter.canal.client.adapter.es.support.ESConnection.ESSearchRequest;
import com.alibaba.otter.canal.client.adapter.es.support.ESConnection.ESUpdateRequest;
import com.alibaba.otter.canal.client.adapter.es.support.ESTemplate;
import com.alibaba.otter.canal.client.adapter.support.AbstractEtlService;
import com.alibaba.otter.canal.client.adapter.support.AdapterConfig;
import com.alibaba.otter.canal.client.adapter.support.EtlResult;
import com.alibaba.otter.canal.client.adapter.support.Util;
/**
* ES ETL Service
*
* @author rewerma 2018-11-01
* @version 1.0.0
*/
public class ESEtlService extends AbstractEtlService {
private ESConnection esConnection;
private ESTemplate esTemplate;
private ESSyncConfig config;
public ESEtlService(ESConnection esConnection, ESSyncConfig config){
super("ES", config);
this.esConnection = esConnection;
this.esTemplate = new ESTemplate(esConnection);
this.config = config;
}
public EtlResult importData(List<String> params) {
ESMapping mapping = config.getEsMapping();
logger.info("start etl to import data to index: {}", mapping.get_index());
String sql = mapping.getSql();
return importData(sql, params);
}
private void processFailBulkResponse(BulkResponse bulkResponse) {
for (BulkItemResponse response : bulkResponse.getItems()) {
if (!response.isFailed()) {
continue;
}
if (response.getFailure().getStatus() == RestStatus.NOT_FOUND) {
logger.warn(response.getFailureMessage());
} else {
logger.error("全量导入数据有误 {}", response.getFailureMessage());
throw new RuntimeException("全量数据 etl 异常: " + response.getFailureMessage());
}
}
}
protected boolean executeSqlImport(DataSource ds, String sql, List<Object> values,
AdapterConfig.AdapterMapping adapterMapping, AtomicLong impCount,
List<String> errMsg) {
try {
ESMapping mapping = (ESMapping) adapterMapping;
Util.sqlRS(ds, sql, values, rs -> {
int count = 0;
try {
ESBulkRequest esBulkRequest = this.esConnection.new ESBulkRequest();
long batchBegin = System.currentTimeMillis();
while (rs.next()) {
Map<String, Object> esFieldData = new LinkedHashMap<>();
Object idVal = null;
for (FieldItem fieldItem : mapping.getSchemaItem().getSelectFields().values()) {
String fieldName = fieldItem.getFieldName();
if (mapping.getSkips().contains(fieldName)) {
continue;
}
// 如果是主键字段则不插入
if (fieldItem.getFieldName().equals(mapping.get_id())) {
idVal = esTemplate.getValFromRS(mapping, rs, fieldName, fieldName);
} else {
Object val = esTemplate.getValFromRS(mapping, rs, fieldName, fieldName);
esFieldData.put(Util.cleanColumn(fieldName), val);
}
}
if (!mapping.getRelations().isEmpty()) {
mapping.getRelations().forEach((relationField, relationMapping) -> {
Map<String, Object> relations = new HashMap<>();
relations.put("name", relationMapping.getName());
if (StringUtils.isNotEmpty(relationMapping.getParent())) {
FieldItem parentFieldItem = mapping.getSchemaItem()
.getSelectFields()
.get(relationMapping.getParent());
Object parentVal;
try {
parentVal = esTemplate.getValFromRS(mapping,
rs,
parentFieldItem.getFieldName(),
parentFieldItem.getFieldName());
} catch (SQLException e) {
throw new RuntimeException(e);
}
if (parentVal != null) {
relations.put("parent", parentVal.toString());
esFieldData.put("$parent_routing", parentVal.toString());
}
}
esFieldData.put(Util.cleanColumn(relationField), relations);
});
}
if (idVal != null) {
String parentVal = (String) esFieldData.remove("$parent_routing");
if (mapping.isUpsert()) {
ESUpdateRequest esUpdateRequest = this.esConnection.new ESUpdateRequest(
mapping.get_index(),
mapping.get_type(),
idVal.toString()).setDoc(esFieldData).setDocAsUpsert(true);
if (StringUtils.isNotEmpty(parentVal)) {
esUpdateRequest.setRouting(parentVal);
}
esBulkRequest.add(esUpdateRequest);
} else {
ESIndexRequest esIndexRequest = this.esConnection.new ESIndexRequest(mapping
.get_index(), mapping.get_type(), idVal.toString()).setSource(esFieldData);
if (StringUtils.isNotEmpty(parentVal)) {
esIndexRequest.setRouting(parentVal);
}
esBulkRequest.add(esIndexRequest);
}
} else {
idVal = esFieldData.get(mapping.getPk());
ESSearchRequest esSearchRequest = this.esConnection.new ESSearchRequest(mapping.get_index(),
mapping.get_type()).setQuery(QueryBuilders.termQuery(mapping.getPk(), idVal))
.size(10000);
SearchResponse response = esSearchRequest.getResponse();
for (SearchHit hit : response.getHits()) {
ESUpdateRequest esUpdateRequest = this.esConnection.new ESUpdateRequest(mapping
.get_index(), mapping.get_type(), hit.getId()).setDoc(esFieldData);
esBulkRequest.add(esUpdateRequest);
}
}
if (esBulkRequest.numberOfActions() % mapping.getCommitBatch() == 0
&& esBulkRequest.numberOfActions() > 0) {
long esBatchBegin = System.currentTimeMillis();
BulkResponse rp = esBulkRequest.bulk();
if (rp.hasFailures()) {
this.processFailBulkResponse(rp);
}
if (logger.isTraceEnabled()) {
logger.trace("全量数据批量导入批次耗时: {}, es执行时间: {}, 批次大小: {}, index; {}",
(System.currentTimeMillis() - batchBegin),
(System.currentTimeMillis() - esBatchBegin),
esBulkRequest.numberOfActions(),
mapping.get_index());
}
batchBegin = System.currentTimeMillis();
esBulkRequest.resetBulk();
}
count++;
impCount.incrementAndGet();
}
if (esBulkRequest.numberOfActions() > 0) {
long esBatchBegin = System.currentTimeMillis();
BulkResponse rp = esBulkRequest.bulk();
if (rp.hasFailures()) {
this.processFailBulkResponse(rp);
}
if (logger.isTraceEnabled()) {
logger.trace("全量数据批量导入最后批次耗时: {}, es执行时间: {}, 批次大小: {}, index; {}",
(System.currentTimeMillis() - batchBegin),
(System.currentTimeMillis() - esBatchBegin),
esBulkRequest.numberOfActions(),
mapping.get_index());
}
}
} catch (Exception e) {
logger.error(e.getMessage(), e);
errMsg.add(mapping.get_index() + " etl failed! ==>" + e.getMessage());
throw new RuntimeException(e);
}
return count;
});
return true;
} catch (Exception e) {
logger.error(e.getMessage(), e);
return false;
}
}
}

View File

@@ -1,877 +0,0 @@
package com.alibaba.otter.canal.client.adapter.es.service;
import java.util.*;
import javax.sql.DataSource;
import com.alibaba.fastsql.sql.dialect.mysql.ast.statement.MySqlSelectQueryBlock;
import com.alibaba.otter.canal.client.adapter.es.config.SqlParser;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.serializer.SerializerFeature;
import com.alibaba.otter.canal.client.adapter.es.config.ESSyncConfig;
import com.alibaba.otter.canal.client.adapter.es.config.ESSyncConfig.ESMapping;
import com.alibaba.otter.canal.client.adapter.es.config.SchemaItem;
import com.alibaba.otter.canal.client.adapter.es.config.SchemaItem.ColumnItem;
import com.alibaba.otter.canal.client.adapter.es.config.SchemaItem.FieldItem;
import com.alibaba.otter.canal.client.adapter.es.config.SchemaItem.TableItem;
import com.alibaba.otter.canal.client.adapter.es.support.ESSyncUtil;
import com.alibaba.otter.canal.client.adapter.es.support.ESTemplate;
import com.alibaba.otter.canal.client.adapter.support.DatasourceConfig;
import com.alibaba.otter.canal.client.adapter.support.Dml;
import com.alibaba.otter.canal.client.adapter.support.Util;
/**
* ES 同步 Service
*
* @author rewerma 2018-11-01
* @version 1.0.0
*/
public class ESSyncService {
private static Logger logger = LoggerFactory.getLogger(ESSyncService.class);
private ESTemplate esTemplate;
public ESSyncService(ESTemplate esTemplate){
this.esTemplate = esTemplate;
}
public void sync(Collection<ESSyncConfig> esSyncConfigs, Dml dml) {
long begin = System.currentTimeMillis();
if (esSyncConfigs != null) {
if (logger.isTraceEnabled()) {
logger.trace("Destination: {}, database:{}, table:{}, type:{}, affected index count: {}",
dml.getDestination(),
dml.getDatabase(),
dml.getTable(),
dml.getType(),
esSyncConfigs.size());
}
for (ESSyncConfig config : esSyncConfigs) {
if (logger.isTraceEnabled()) {
logger.trace("Prepared to sync index: {}, destination: {}",
config.getEsMapping().get_index(),
dml.getDestination());
}
this.sync(config, dml);
if (logger.isTraceEnabled()) {
logger.trace("Sync completed: {}, destination: {}",
config.getEsMapping().get_index(),
dml.getDestination());
}
}
if (logger.isTraceEnabled()) {
logger.trace("Sync elapsed time: {} ms, affected indexes count:{}, destination: {}",
(System.currentTimeMillis() - begin),
esSyncConfigs.size(),
dml.getDestination());
}
if (logger.isDebugEnabled()) {
StringBuilder configIndexes = new StringBuilder();
esSyncConfigs
.forEach(esSyncConfig -> configIndexes.append(esSyncConfig.getEsMapping().get_index()).append(" "));
logger.debug("DML: {} \nAffected indexes: {}",
JSON.toJSONString(dml, SerializerFeature.WriteMapNullValue),
configIndexes.toString());
}
}
}
public void sync(ESSyncConfig config, Dml dml) {
try {
// 如果是按时间戳定时更新则返回
if (config.getEsMapping().isSyncByTimestamp()) {
return;
}
long begin = System.currentTimeMillis();
String type = dml.getType();
if (type != null && type.equalsIgnoreCase("INSERT")) {
insert(config, dml);
} else if (type != null && type.equalsIgnoreCase("UPDATE")) {
update(config, dml);
} else if (type != null && type.equalsIgnoreCase("DELETE")) {
delete(config, dml);
} else {
return;
}
if (logger.isTraceEnabled()) {
logger.trace("Sync elapsed time: {} ms,destination: {}, es index: {}",
(System.currentTimeMillis() - begin),
dml.getDestination(),
config.getEsMapping().get_index());
}
} catch (Throwable e) {
logger.error("sync error, es index: {}, DML : {}", config.getEsMapping().get_index(), dml);
throw new RuntimeException(e);
}
}
/**
* 插入操作dml
*
* @param config es配置
* @param dml dml数据
*/
private void insert(ESSyncConfig config, Dml dml) {
List<Map<String, Object>> dataList = dml.getData();
if (dataList == null || dataList.isEmpty()) {
return;
}
SchemaItem schemaItem = config.getEsMapping().getSchemaItem();
for (Map<String, Object> data : dataList) {
if (data == null || data.isEmpty()) {
continue;
}
if (schemaItem.getAliasTableItems().size() == 1 && schemaItem.isAllFieldsSimple()) {
// ------单表 & 所有字段都为简单字段------
singleTableSimpleFiledInsert(config, dml, data);
} else {
// ------是主表 查询sql来插入------
if (schemaItem.getMainTable().getTableName().equalsIgnoreCase(dml.getTable())) {
mainTableInsert(config, dml, data);
}
// 从表的操作
for (TableItem tableItem : schemaItem.getAliasTableItems().values()) {
if (tableItem.isMain()) {
continue;
}
if (!tableItem.getTableName().equals(dml.getTable())) {
continue;
}
// 关联条件出现在主表查询条件是否为简单字段
boolean allFieldsSimple = true;
for (FieldItem fieldItem : tableItem.getRelationSelectFieldItems()) {
if (fieldItem.isMethod() || fieldItem.isBinaryOp()) {
allFieldsSimple = false;
break;
}
}
// 所有查询字段均为简单字段
if (allFieldsSimple) {
// 不是子查询
if (!tableItem.isSubQuery()) {
// ------关联表简单字段插入------
Map<String, Object> esFieldData = new LinkedHashMap<>();
for (FieldItem fieldItem : tableItem.getRelationSelectFieldItems()) {
Object value = esTemplate.getValFromData(config.getEsMapping(),
data,
fieldItem.getFieldName(),
fieldItem.getColumn().getColumnName());
esFieldData.put(Util.cleanColumn(fieldItem.getFieldName()), value);
}
joinTableSimpleFieldOperation(config, dml, data, tableItem, esFieldData);
} else {
// ------关联子表简单字段插入------
subTableSimpleFieldOperation(config, dml, data, null, tableItem);
}
} else {
// ------关联子表复杂字段插入 执行全sql更新es------
wholeSqlOperation(config, dml, data, null, tableItem);
}
}
}
}
}
/**
* 更新操作dml
*
* @param config es配置
* @param dml dml数据
*/
private void update(ESSyncConfig config, Dml dml) {
List<Map<String, Object>> dataList = dml.getData();
List<Map<String, Object>> oldList = dml.getOld();
if (dataList == null || dataList.isEmpty() || oldList == null || oldList.isEmpty()) {
return;
}
SchemaItem schemaItem = config.getEsMapping().getSchemaItem();
int i = 0;
for (Map<String, Object> data : dataList) {
Map<String, Object> old = oldList.get(i);
if (data == null || data.isEmpty() || old == null || old.isEmpty()) {
continue;
}
if (schemaItem.getAliasTableItems().size() == 1 && schemaItem.isAllFieldsSimple()) {
// ------单表 & 所有字段都为简单字段------
singleTableSimpleFiledUpdate(config, schemaItem.getMainTable().getAlias(), dml, data, old);
} else {
// ------主表 查询sql来更新------
if (schemaItem.getMainTable().getTableName().equalsIgnoreCase(dml.getTable())) {
ESMapping mapping = config.getEsMapping();
String idFieldName = mapping.get_id() == null ? mapping.getPk() : mapping.get_id();
FieldItem idFieldItem = schemaItem.getSelectFields().get(idFieldName);
boolean idFieldSimple = true;
if (idFieldItem.isMethod() || idFieldItem.isBinaryOp()) {
idFieldSimple = false;
}
boolean allUpdateFieldSimple = true;
out: for (FieldItem fieldItem : schemaItem.getSelectFields().values()) {
for (ColumnItem columnItem : fieldItem.getColumnItems()) {
if (schemaItem.getMainTable().getAlias().equals(columnItem.getOwner())) { // 如果是主表的字段
if (old.containsKey(columnItem.getColumnName())) {
if (fieldItem.isMethod() || fieldItem.isBinaryOp()) {
allUpdateFieldSimple = false;
break out;
}
}
}
}
}
// 不支持主键更新!!
// 判断是否有外键更新
boolean fkChanged = false;
for (TableItem tableItem : schemaItem.getAliasTableItems().values()) {
if (tableItem.isMain()) {
continue;
}
boolean changed = false;
for (List<FieldItem> fieldItems : tableItem.getRelationTableFields().values()) {
for (FieldItem fieldItem : fieldItems) {
if (old.containsKey(fieldItem.getColumn().getColumnName())) {
fkChanged = true;
changed = true;
break;
}
}
}
// 如果外键有修改,则更新所对应该表的所有查询条件数据
if (changed) {
for (FieldItem fieldItem : tableItem.getRelationSelectFieldItems()) {
fieldItem.getColumnItems()
.forEach(columnItem -> old.put(columnItem.getColumnName(), null));
}
}
}
// 判断主键和所更新的字段是否全为简单字段
if (idFieldSimple && allUpdateFieldSimple && !fkChanged) {
singleTableSimpleFiledUpdate(config, schemaItem.getMainTable().getAlias(), dml, data, old);
} else {
mainTableUpdate(config, dml, data, old);
}
}
// 从表的操作
for (TableItem tableItem : schemaItem.getAliasTableItems().values()) {
if (tableItem.isMain()) {
continue;
}
if (!tableItem.getTableName().equals(dml.getTable())) {
continue;
}
// 关联条件出现在主表查询条件是否为简单字段
boolean allFieldsSimple = true;
for (FieldItem fieldItem : tableItem.getRelationSelectFieldItems()) {
if (fieldItem.isMethod() || fieldItem.isBinaryOp()) {
allFieldsSimple = false;
break;
}
}
// 所有查询字段均为简单字段
if (allFieldsSimple) {
// 不是子查询
if (!tableItem.isSubQuery()) {
// ------关联表简单字段更新------
Map<String, Object> esFieldData = new LinkedHashMap<>();
for (FieldItem fieldItem : tableItem.getRelationSelectFieldItems()) {
if (old.containsKey(fieldItem.getColumn().getColumnName())) {
Object value = esTemplate.getValFromData(config.getEsMapping(),
data,
fieldItem.getFieldName(),
fieldItem.getColumn().getColumnName());
esFieldData.put(Util.cleanColumn(fieldItem.getFieldName()), value);
}
}
joinTableSimpleFieldOperation(config, dml, data, tableItem, esFieldData);
} else {
// ------关联子表简单字段更新------
subTableSimpleFieldOperation(config, dml, data, old, tableItem);
}
} else {
// ------关联子表复杂字段更新 执行全sql更新es------
wholeSqlOperation(config, dml, data, old, tableItem);
}
}
}
i++;
}
}
/**
* 删除操作dml
*
* @param config es配置
* @param dml dml数据
*/
private void delete(ESSyncConfig config, Dml dml) {
List<Map<String, Object>> dataList = dml.getData();
if (dataList == null || dataList.isEmpty()) {
return;
}
SchemaItem schemaItem = config.getEsMapping().getSchemaItem();
for (Map<String, Object> data : dataList) {
if (data == null || data.isEmpty()) {
continue;
}
ESMapping mapping = config.getEsMapping();
// ------是主表------
if (schemaItem.getMainTable().getTableName().equalsIgnoreCase(dml.getTable())) {
if (mapping.get_id() != null) {
FieldItem idFieldItem = schemaItem.getIdFieldItem(mapping);
// 主键为简单字段
if (!idFieldItem.isMethod() && !idFieldItem.isBinaryOp()) {
Object idVal = esTemplate.getValFromData(mapping,
data,
idFieldItem.getFieldName(),
idFieldItem.getColumn().getColumnName());
if (logger.isTraceEnabled()) {
logger.trace("Main table delete es index, destination:{}, table: {}, index: {}, id: {}",
config.getDestination(),
dml.getTable(),
mapping.get_index(),
idVal);
}
esTemplate.delete(mapping, idVal, null);
} else {
// ------主键带函数, 查询sql获取主键删除------
// FIXME 删除时反查sql为空记录, 无法获获取 id field 值
mainTableDelete(config, dml, data);
}
} else {
FieldItem pkFieldItem = schemaItem.getIdFieldItem(mapping);
if (!pkFieldItem.isMethod() && !pkFieldItem.isBinaryOp()) {
Map<String, Object> esFieldData = new LinkedHashMap<>();
Object pkVal = esTemplate.getESDataFromDmlData(mapping, data, esFieldData);
if (logger.isTraceEnabled()) {
logger.trace("Main table delete es index, destination:{}, table: {}, index: {}, pk: {}",
config.getDestination(),
dml.getTable(),
mapping.get_index(),
pkVal);
}
esFieldData.remove(pkFieldItem.getFieldName());
esFieldData.keySet().forEach(key -> esFieldData.put(key, null));
esTemplate.delete(mapping, pkVal, esFieldData);
} else {
// ------主键带函数, 查询sql获取主键删除------
mainTableDelete(config, dml, data);
}
}
}
// 从表的操作
for (TableItem tableItem : schemaItem.getAliasTableItems().values()) {
if (tableItem.isMain()) {
continue;
}
if (!tableItem.getTableName().equals(dml.getTable())) {
continue;
}
// 关联条件出现在主表查询条件是否为简单字段
boolean allFieldsSimple = true;
for (FieldItem fieldItem : tableItem.getRelationSelectFieldItems()) {
if (fieldItem.isMethod() || fieldItem.isBinaryOp()) {
allFieldsSimple = false;
break;
}
}
// 所有查询字段均为简单字段
if (allFieldsSimple) {
// 不是子查询
if (!tableItem.isSubQuery()) {
// ------关联表简单字段更新为null------
Map<String, Object> esFieldData = new LinkedHashMap<>();
for (FieldItem fieldItem : tableItem.getRelationSelectFieldItems()) {
esFieldData.put(Util.cleanColumn(fieldItem.getFieldName()), null);
}
joinTableSimpleFieldOperation(config, dml, data, tableItem, esFieldData);
} else {
// ------关联子表简单字段更新------
subTableSimpleFieldOperation(config, dml, data, null, tableItem);
}
} else {
// ------关联子表复杂字段更新 执行全sql更新es------
wholeSqlOperation(config, dml, data, null, tableItem);
}
}
}
}
/**
* 单表简单字段insert
*
* @param config es配置
* @param dml dml信息
* @param data 单行dml数据
*/
private void singleTableSimpleFiledInsert(ESSyncConfig config, Dml dml, Map<String, Object> data) {
ESMapping mapping = config.getEsMapping();
Map<String, Object> esFieldData = new LinkedHashMap<>();
Object idVal = esTemplate.getESDataFromDmlData(mapping, data, esFieldData);
if (logger.isTraceEnabled()) {
logger.trace("Single table insert to es index, destination:{}, table: {}, index: {}, id: {}",
config.getDestination(),
dml.getTable(),
mapping.get_index(),
idVal);
}
esTemplate.insert(mapping, idVal, esFieldData);
}
/**
* 主表(单表)复杂字段insert
*
* @param config es配置
* @param dml dml信息
* @param data 单行dml数据
*/
private void mainTableInsert(ESSyncConfig config, Dml dml, Map<String, Object> data) {
ESMapping mapping = config.getEsMapping();
String sql = mapping.getSql();
String condition = ESSyncUtil.pkConditionSql(mapping, data);
sql = ESSyncUtil.appendCondition(sql, condition);
DataSource ds = DatasourceConfig.DATA_SOURCES.get(config.getDataSourceKey());
if (logger.isTraceEnabled()) {
logger.trace("Main table insert to es index by query sql, destination:{}, table: {}, index: {}, sql: {}",
config.getDestination(),
dml.getTable(),
mapping.get_index(),
sql.replace("\n", " "));
}
Util.sqlRS(ds, sql, rs -> {
try {
while (rs.next()) {
Map<String, Object> esFieldData = new LinkedHashMap<>();
Object idVal = esTemplate.getESDataFromRS(mapping, rs, esFieldData);
if (logger.isTraceEnabled()) {
logger.trace(
"Main table insert to es index by query sql, destination:{}, table: {}, index: {}, id: {}",
config.getDestination(),
dml.getTable(),
mapping.get_index(),
idVal);
}
esTemplate.insert(mapping, idVal, esFieldData);
}
} catch (Exception e) {
throw new RuntimeException(e);
}
return 0;
});
}
private void mainTableDelete(ESSyncConfig config, Dml dml, Map<String, Object> data) {
ESMapping mapping = config.getEsMapping();
String sql = mapping.getSql();
String condition = ESSyncUtil.pkConditionSql(mapping, data);
sql = ESSyncUtil.appendCondition(sql, condition);
DataSource ds = DatasourceConfig.DATA_SOURCES.get(config.getDataSourceKey());
if (logger.isTraceEnabled()) {
logger.trace("Main table delete es index by query sql, destination:{}, table: {}, index: {}, sql: {}",
config.getDestination(),
dml.getTable(),
mapping.get_index(),
sql.replace("\n", " "));
}
Util.sqlRS(ds, sql, rs -> {
try {
Map<String, Object> esFieldData = null;
if (mapping.getPk() != null) {
esFieldData = new LinkedHashMap<>();
esTemplate.getESDataFromDmlData(mapping, data, esFieldData);
esFieldData.remove(mapping.getPk());
for (String key : esFieldData.keySet()) {
esFieldData.put(Util.cleanColumn(key), null);
}
}
while (rs.next()) {
Object idVal = esTemplate.getIdValFromRS(mapping, rs);
if (logger.isTraceEnabled()) {
logger.trace(
"Main table delete to es index by query sql, destination:{}, table: {}, index: {}, id: {}",
config.getDestination(),
dml.getTable(),
mapping.get_index(),
idVal);
}
esTemplate.delete(mapping, idVal, esFieldData);
}
} catch (Exception e) {
throw new RuntimeException(e);
}
return 0;
});
}
/**
* 关联表主表简单字段operation
*
* @param config es配置
* @param dml dml信息
* @param data 单行dml数据
* @param tableItem 当前表配置
*/
private void joinTableSimpleFieldOperation(ESSyncConfig config, Dml dml, Map<String, Object> data,
TableItem tableItem, Map<String, Object> esFieldData) {
ESMapping mapping = config.getEsMapping();
Map<String, Object> paramsTmp = new LinkedHashMap<>();
for (Map.Entry<FieldItem, List<FieldItem>> entry : tableItem.getRelationTableFields().entrySet()) {
for (FieldItem fieldItem : entry.getValue()) {
if (fieldItem.getColumnItems().size() == 1) {
Object value = esTemplate.getValFromData(mapping,
data,
fieldItem.getFieldName(),
entry.getKey().getColumn().getColumnName());
String fieldName = fieldItem.getFieldName();
// 判断是否是主键
if (fieldName.equals(mapping.get_id())) {
fieldName = "_id";
}
paramsTmp.put(fieldName, value);
}
}
}
if (logger.isDebugEnabled()) {
logger.trace("Join table update es index by foreign key, destination:{}, table: {}, index: {}",
config.getDestination(),
dml.getTable(),
mapping.get_index());
}
esTemplate.updateByQuery(config, paramsTmp, esFieldData);
}
/**
* 关联子查询, 主表简单字段operation
*
* @param config es配置
* @param dml dml信息
* @param data 单行dml数据
* @param old 单行old数据
* @param tableItem 当前表配置
*/
private void subTableSimpleFieldOperation(ESSyncConfig config, Dml dml, Map<String, Object> data,
Map<String, Object> old, TableItem tableItem) {
ESMapping mapping = config.getEsMapping();
MySqlSelectQueryBlock queryBlock = SqlParser.parseSQLSelectQueryBlock(tableItem.getSubQuerySql());
StringBuilder sql = new StringBuilder();
sql.append("SELECT ")
.append(SqlParser.parse4SQLSelectItem(queryBlock))
.append(" FROM ")
.append(SqlParser.parse4FromTableSource(queryBlock));
String whereSql = SqlParser.parse4WhereItem(queryBlock);
if (whereSql != null) {
sql.append(" WHERE ").append(whereSql);
} else {
sql.append(" WHERE 1=1 ");
}
List<Object> values = new ArrayList<>();
for (FieldItem fkFieldItem : tableItem.getRelationTableFields().keySet()) {
String columnName = fkFieldItem.getColumn().getColumnName();
Object value = esTemplate.getValFromData(mapping, data, fkFieldItem.getFieldName(), columnName);
sql.append(" AND ").append(columnName).append("=? ");
values.add(value);
}
String groupSql = SqlParser.parse4GroupBy(queryBlock);
if (groupSql != null) {
sql.append(groupSql);
}
DataSource ds = DatasourceConfig.DATA_SOURCES.get(config.getDataSourceKey());
if (logger.isTraceEnabled()) {
logger.trace("Join table update es index by query sql, destination:{}, table: {}, index: {}, sql: {}",
config.getDestination(),
dml.getTable(),
mapping.get_index(),
sql.toString().replace("\n", " "));
}
Util.sqlRS(ds, sql.toString(), values, rs -> {
try {
while (rs.next()) {
Map<String, Object> esFieldData = new LinkedHashMap<>();
for (FieldItem fieldItem : tableItem.getRelationSelectFieldItems()) {
if (old != null) {
out: for (FieldItem fieldItem1 : tableItem.getSubQueryFields()) {
for (ColumnItem columnItem0 : fieldItem.getColumnItems()) {
if (fieldItem1.getFieldName().equals(columnItem0.getColumnName()))
for (ColumnItem columnItem : fieldItem1.getColumnItems()) {
if (old.containsKey(columnItem.getColumnName())) {
Object val = esTemplate.getValFromRS(mapping,
rs,
fieldItem.getFieldName(),
fieldItem.getColumn().getColumnName());
esFieldData.put(Util.cleanColumn(fieldItem.getFieldName()), val);
break out;
}
}
}
}
} else {
Object val = esTemplate.getValFromRS(mapping,
rs,
fieldItem.getFieldName(),
fieldItem.getColumn().getColumnName());
esFieldData.put(Util.cleanColumn(fieldItem.getFieldName()), val);
}
}
Map<String, Object> paramsTmp = new LinkedHashMap<>();
for (Map.Entry<FieldItem, List<FieldItem>> entry : tableItem.getRelationTableFields().entrySet()) {
for (FieldItem fieldItem : entry.getValue()) {
if (fieldItem.getColumnItems().size() == 1) {
Object value = esTemplate.getValFromRS(mapping,
rs,
fieldItem.getFieldName(),
entry.getKey().getColumn().getColumnName());
String fieldName = fieldItem.getFieldName();
// 判断是否是主键
if (fieldName.equals(mapping.get_id())) {
fieldName = "_id";
}
paramsTmp.put(fieldName, value);
}
}
}
if (logger.isDebugEnabled()) {
logger.trace("Join table update es index by query sql, destination:{}, table: {}, index: {}",
config.getDestination(),
dml.getTable(),
mapping.get_index());
}
esTemplate.updateByQuery(config, paramsTmp, esFieldData);
}
} catch (Exception e) {
throw new RuntimeException(e);
}
return 0;
});
}
/**
* 关联(子查询), 主表复杂字段operation, 全sql执行
*
* @param config es配置
* @param dml dml信息
* @param data 单行dml数据
* @param tableItem 当前表配置
*/
private void wholeSqlOperation(ESSyncConfig config, Dml dml, Map<String, Object> data, Map<String, Object> old,
TableItem tableItem) {
ESMapping mapping = config.getEsMapping();
// 防止最后出现groupby 导致sql解析异常
String[] sqlSplit = mapping.getSql().split("GROUP\\ BY(?!(.*)ON)");
String sqlNoWhere = sqlSplit[0];
String sqlGroupBy = "";
if (sqlSplit.length > 1) {
sqlGroupBy = "GROUP BY " + sqlSplit[1];
}
StringBuilder sql = new StringBuilder(sqlNoWhere + " WHERE ");
for (FieldItem fkFieldItem : tableItem.getRelationTableFields().keySet()) {
String columnName = fkFieldItem.getColumn().getColumnName();
Object value = esTemplate.getValFromData(mapping, data, fkFieldItem.getFieldName(), columnName);
ESSyncUtil.appendCondition(sql, value, tableItem.getAlias(), columnName);
}
int len = sql.length();
sql.delete(len - 5, len);
sql.append(sqlGroupBy);
DataSource ds = DatasourceConfig.DATA_SOURCES.get(config.getDataSourceKey());
if (logger.isTraceEnabled()) {
logger.trace("Join table update es index by query whole sql, destination:{}, table: {}, index: {}, sql: {}",
config.getDestination(),
dml.getTable(),
mapping.get_index(),
sql.toString().replace("\n", " "));
}
Util.sqlRS(ds, sql.toString(), rs -> {
try {
while (rs.next()) {
Map<String, Object> esFieldData = new LinkedHashMap<>();
for (FieldItem fieldItem : tableItem.getRelationSelectFieldItems()) {
if (old != null) {
// 从表子查询
out: for (FieldItem fieldItem1 : tableItem.getSubQueryFields()) {
for (ColumnItem columnItem0 : fieldItem.getColumnItems()) {
if (fieldItem1.getFieldName().equals(columnItem0.getColumnName()))
for (ColumnItem columnItem : fieldItem1.getColumnItems()) {
if (old.containsKey(columnItem.getColumnName())) {
Object val = esTemplate.getValFromRS(mapping,
rs,
fieldItem.getFieldName(),
fieldItem.getFieldName());
esFieldData.put(fieldItem.getFieldName(), val);
break out;
}
}
}
}
// 从表非子查询
for (FieldItem fieldItem1 : tableItem.getRelationSelectFieldItems()) {
if (fieldItem1.equals(fieldItem)) {
for (ColumnItem columnItem : fieldItem1.getColumnItems()) {
if (old.containsKey(columnItem.getColumnName())) {
Object val = esTemplate.getValFromRS(mapping,
rs,
fieldItem.getFieldName(),
fieldItem.getFieldName());
esFieldData.put(Util.cleanColumn(fieldItem.getFieldName()), val);
break;
}
}
}
}
} else {
Object val = esTemplate
.getValFromRS(mapping, rs, fieldItem.getFieldName(), fieldItem.getFieldName());
esFieldData.put(Util.cleanColumn(fieldItem.getFieldName()), val);
}
}
Map<String, Object> paramsTmp = new LinkedHashMap<>();
for (Map.Entry<FieldItem, List<FieldItem>> entry : tableItem.getRelationTableFields().entrySet()) {
for (FieldItem fieldItem : entry.getValue()) {
Object value = esTemplate
.getValFromRS(mapping, rs, fieldItem.getFieldName(), fieldItem.getFieldName());
String fieldName = fieldItem.getFieldName();
// 判断是否是主键
if (fieldName.equals(mapping.get_id())) {
fieldName = "_id";
}
paramsTmp.put(fieldName, value);
}
}
if (logger.isDebugEnabled()) {
logger.trace(
"Join table update es index by query whole sql, destination:{}, table: {}, index: {}",
config.getDestination(),
dml.getTable(),
mapping.get_index());
}
esTemplate.updateByQuery(config, paramsTmp, esFieldData);
}
} catch (Exception e) {
throw new RuntimeException(e);
}
return 0;
});
}
/**
* 单表简单字段update
*
* @param config es配置
* @param owner 所属表
* @param dml dml信息
* @param data 单行data数据
* @param old 单行old数据
*/
private void singleTableSimpleFiledUpdate(ESSyncConfig config, String owner, Dml dml, Map<String, Object> data,
Map<String, Object> old) {
ESMapping mapping = config.getEsMapping();
Map<String, Object> esFieldData = new LinkedHashMap<>();
Object idVal = esTemplate.getESDataFromDmlData(mapping, owner, data, old, esFieldData);
if (logger.isTraceEnabled()) {
logger.trace("Main table update to es index, destination:{}, table: {}, index: {}, id: {}",
config.getDestination(),
dml.getTable(),
mapping.get_index(),
idVal);
}
esTemplate.update(mapping, idVal, esFieldData);
}
/**
* 主表(单表)复杂字段update
*
* @param config es配置
* @param dml dml信息
* @param data 单行dml数据
*/
private void mainTableUpdate(ESSyncConfig config, Dml dml, Map<String, Object> data, Map<String, Object> old) {
ESMapping mapping = config.getEsMapping();
String sql = mapping.getSql();
String condition = ESSyncUtil.pkConditionSql(mapping, data);
sql = ESSyncUtil.appendCondition(sql, condition);
DataSource ds = DatasourceConfig.DATA_SOURCES.get(config.getDataSourceKey());
if (logger.isTraceEnabled()) {
logger.trace("Main table update to es index by query sql, destination:{}, table: {}, index: {}, sql: {}",
config.getDestination(),
dml.getTable(),
mapping.get_index(),
sql.replace("\n", " "));
}
Util.sqlRS(ds, sql, rs -> {
try {
while (rs.next()) {
Map<String, Object> esFieldData = new LinkedHashMap<>();
Object idVal = esTemplate.getESDataFromRS(mapping, rs, old, esFieldData);
if (logger.isTraceEnabled()) {
logger.trace(
"Main table update to es index by query sql, destination:{}, table: {}, index: {}, id: {}",
config.getDestination(),
dml.getTable(),
mapping.get_index(),
idVal);
}
esTemplate.update(mapping, idVal, esFieldData);
}
} catch (Exception e) {
throw new RuntimeException(e);
}
return 0;
});
}
/**
* 提交批次
*/
public void commit() {
esTemplate.commit();
}
}

View File

@@ -1,469 +0,0 @@
package com.alibaba.otter.canal.client.adapter.es.support;
import java.io.IOException;
import java.net.InetAddress;
import java.net.UnknownHostException;
import java.util.Map;
import org.apache.commons.lang.StringUtils;
import org.apache.http.HttpHost;
import org.apache.http.auth.AuthScope;
import org.apache.http.auth.UsernamePasswordCredentials;
import org.apache.http.client.CredentialsProvider;
import org.apache.http.impl.client.BasicCredentialsProvider;
import org.elasticsearch.action.admin.indices.mapping.get.GetMappingsRequest;
import org.elasticsearch.action.admin.indices.mapping.get.GetMappingsResponse;
import org.elasticsearch.action.bulk.BulkRequest;
import org.elasticsearch.action.bulk.BulkRequestBuilder;
import org.elasticsearch.action.bulk.BulkResponse;
import org.elasticsearch.action.delete.DeleteRequest;
import org.elasticsearch.action.delete.DeleteRequestBuilder;
import org.elasticsearch.action.index.IndexRequest;
import org.elasticsearch.action.index.IndexRequestBuilder;
import org.elasticsearch.action.search.SearchRequest;
import org.elasticsearch.action.search.SearchRequestBuilder;
import org.elasticsearch.action.search.SearchResponse;
import org.elasticsearch.action.update.UpdateRequest;
import org.elasticsearch.action.update.UpdateRequestBuilder;
import org.elasticsearch.client.*;
import org.elasticsearch.client.transport.TransportClient;
import org.elasticsearch.cluster.metadata.MappingMetaData;
import org.elasticsearch.common.collect.ImmutableOpenMap;
import org.elasticsearch.common.settings.Settings;
import org.elasticsearch.common.transport.TransportAddress;
import org.elasticsearch.index.query.QueryBuilder;
import org.elasticsearch.search.builder.SearchSourceBuilder;
import org.elasticsearch.transport.client.PreBuiltTransportClient;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
/**
* ES 连接器, Transport Rest 两种方式
*
* @author rewerma 2019-08-01
* @version 1.0.0
*/
public class ESConnection {
private static final Logger logger = LoggerFactory.getLogger(ESConnection.class);
public enum ESClientMode {
TRANSPORT, REST
}
private ESClientMode mode;
private TransportClient transportClient;
private RestHighLevelClient restHighLevelClient;
public ESConnection(String[] hosts, Map<String, String> properties, ESClientMode mode) throws UnknownHostException{
this.mode = mode;
if (mode == ESClientMode.TRANSPORT) {
Settings.Builder settingBuilder = Settings.builder();
// properties.forEach(settingBuilder::put);
settingBuilder.put("cluster.name", properties.get("properties"));
Settings settings = settingBuilder.build();
transportClient = new PreBuiltTransportClient(settings);
for (String host : hosts) {
int i = host.indexOf(":");
transportClient.addTransportAddress(new TransportAddress(InetAddress.getByName(host.substring(0, i)),
Integer.parseInt(host.substring(i + 1))));
}
} else {
HttpHost[] httpHosts = new HttpHost[hosts.length];
for (int i = 0; i < hosts.length; i++) {
String host = hosts[i];
int j = host.indexOf(":");
HttpHost httpHost = new HttpHost(InetAddress.getByName(host.substring(0, j)),
Integer.parseInt(host.substring(j + 1)));
httpHosts[i] = httpHost;
}
RestClientBuilder restClientBuilder = RestClient.builder(httpHosts);
String nameAndPwd = properties.get("security.auth");
if (StringUtils.isNotEmpty(nameAndPwd) && nameAndPwd.contains(":")) {
String[] nameAndPwdArr = nameAndPwd.split(":");
final CredentialsProvider credentialsProvider = new BasicCredentialsProvider();
credentialsProvider.setCredentials(AuthScope.ANY,
new UsernamePasswordCredentials(nameAndPwdArr[0], nameAndPwdArr[1]));
restClientBuilder.setHttpClientConfigCallback(
httpClientBuilder -> httpClientBuilder.setDefaultCredentialsProvider(credentialsProvider));
}
restHighLevelClient = new RestHighLevelClient(restClientBuilder);
}
}
public void close() {
if (mode == ESClientMode.TRANSPORT) {
transportClient.close();
} else {
try {
restHighLevelClient.close();
} catch (IOException e) {
throw new RuntimeException(e);
}
}
}
public MappingMetaData getMapping(String index, String type) {
MappingMetaData mappingMetaData = null;
if (mode == ESClientMode.TRANSPORT) {
ImmutableOpenMap<String, MappingMetaData> mappings;
try {
mappings = transportClient.admin()
.cluster()
.prepareState()
.execute()
.actionGet()
.getState()
.getMetaData()
.getIndices()
.get(index)
.getMappings();
} catch (NullPointerException e) {
throw new IllegalArgumentException("Not found the mapping info of index: " + index);
}
mappingMetaData = mappings.get(type);
} else {
ImmutableOpenMap<String, ImmutableOpenMap<String, MappingMetaData>> mappings;
try {
GetMappingsRequest request = new GetMappingsRequest();
request.indices(index);
GetMappingsResponse response;
// try {
// response = restHighLevelClient
// .indices()
// .getMapping(request, RequestOptions.DEFAULT);
// // 6.4以下版本直接使用该接口会报错
// } catch (Exception e) {
// logger.warn("Low ElasticSearch version for getMapping");
response = RestHighLevelClientExt.getMapping(restHighLevelClient, request, RequestOptions.DEFAULT);
// }
mappings = response.mappings();
} catch (NullPointerException e) {
throw new IllegalArgumentException("Not found the mapping info of index: " + index);
} catch (IOException e) {
logger.error(e.getMessage(), e);
return null;
}
mappingMetaData = mappings.get(index).get(type);
}
return mappingMetaData;
}
public class ESIndexRequest {
private IndexRequestBuilder indexRequestBuilder;
private IndexRequest indexRequest;
public ESIndexRequest(String index, String type, String id){
if (mode == ESClientMode.TRANSPORT) {
indexRequestBuilder = transportClient.prepareIndex(index, type, id);
} else {
indexRequest = new IndexRequest(index, type, id);
}
}
public ESIndexRequest setSource(Map<String, ?> source) {
if (mode == ESClientMode.TRANSPORT) {
indexRequestBuilder.setSource(source);
} else {
indexRequest.source(source);
}
return this;
}
public ESIndexRequest setRouting(String routing) {
if (mode == ESClientMode.TRANSPORT) {
indexRequestBuilder.setRouting(routing);
} else {
indexRequest.routing(routing);
}
return this;
}
public IndexRequestBuilder getIndexRequestBuilder() {
return indexRequestBuilder;
}
public void setIndexRequestBuilder(IndexRequestBuilder indexRequestBuilder) {
this.indexRequestBuilder = indexRequestBuilder;
}
public IndexRequest getIndexRequest() {
return indexRequest;
}
public void setIndexRequest(IndexRequest indexRequest) {
this.indexRequest = indexRequest;
}
}
public class ESUpdateRequest {
private UpdateRequestBuilder updateRequestBuilder;
private UpdateRequest updateRequest;
public ESUpdateRequest(String index, String type, String id){
if (mode == ESClientMode.TRANSPORT) {
updateRequestBuilder = transportClient.prepareUpdate(index, type, id);
} else {
updateRequest = new UpdateRequest(index, type, id);
}
}
public ESUpdateRequest setDoc(Map source) {
if (mode == ESClientMode.TRANSPORT) {
updateRequestBuilder.setDoc(source);
} else {
updateRequest.doc(source);
}
return this;
}
public ESUpdateRequest setDocAsUpsert(boolean shouldUpsertDoc) {
if (mode == ESClientMode.TRANSPORT) {
updateRequestBuilder.setDocAsUpsert(shouldUpsertDoc);
} else {
updateRequest.docAsUpsert(shouldUpsertDoc);
}
return this;
}
public ESUpdateRequest setRouting(String routing) {
if (mode == ESClientMode.TRANSPORT) {
updateRequestBuilder.setRouting(routing);
} else {
updateRequest.routing(routing);
}
return this;
}
public UpdateRequestBuilder getUpdateRequestBuilder() {
return updateRequestBuilder;
}
public void setUpdateRequestBuilder(UpdateRequestBuilder updateRequestBuilder) {
this.updateRequestBuilder = updateRequestBuilder;
}
public UpdateRequest getUpdateRequest() {
return updateRequest;
}
public void setUpdateRequest(UpdateRequest updateRequest) {
this.updateRequest = updateRequest;
}
}
public class ESDeleteRequest {
private DeleteRequestBuilder deleteRequestBuilder;
private DeleteRequest deleteRequest;
public ESDeleteRequest(String index, String type, String id){
if (mode == ESClientMode.TRANSPORT) {
deleteRequestBuilder = transportClient.prepareDelete(index, type, id);
} else {
deleteRequest = new DeleteRequest(index, type, id);
}
}
public DeleteRequestBuilder getDeleteRequestBuilder() {
return deleteRequestBuilder;
}
public void setDeleteRequestBuilder(DeleteRequestBuilder deleteRequestBuilder) {
this.deleteRequestBuilder = deleteRequestBuilder;
}
public DeleteRequest getDeleteRequest() {
return deleteRequest;
}
public void setDeleteRequest(DeleteRequest deleteRequest) {
this.deleteRequest = deleteRequest;
}
}
public class ESSearchRequest {
private SearchRequestBuilder searchRequestBuilder;
private SearchRequest searchRequest;
private SearchSourceBuilder sourceBuilder;
public ESSearchRequest(String index, String... types){
if (mode == ESClientMode.TRANSPORT) {
searchRequestBuilder = transportClient.prepareSearch(index).setTypes(types);
} else {
searchRequest = new SearchRequest(index).types(types);
sourceBuilder = new SearchSourceBuilder();
}
}
public ESSearchRequest setQuery(QueryBuilder queryBuilder) {
if (mode == ESClientMode.TRANSPORT) {
searchRequestBuilder.setQuery(queryBuilder);
} else {
sourceBuilder.query(queryBuilder);
}
return this;
}
public ESSearchRequest size(int size) {
if (mode == ESClientMode.TRANSPORT) {
searchRequestBuilder.setSize(size);
} else {
sourceBuilder.size(size);
}
return this;
}
public SearchResponse getResponse() {
if (mode == ESClientMode.TRANSPORT) {
return searchRequestBuilder.get();
} else {
searchRequest.source(sourceBuilder);
try {
return restHighLevelClient.search(searchRequest, RequestOptions.DEFAULT);
} catch (IOException e) {
throw new RuntimeException(e);
}
}
}
public SearchRequestBuilder getSearchRequestBuilder() {
return searchRequestBuilder;
}
public void setSearchRequestBuilder(SearchRequestBuilder searchRequestBuilder) {
this.searchRequestBuilder = searchRequestBuilder;
}
public SearchRequest getSearchRequest() {
return searchRequest;
}
public void setSearchRequest(SearchRequest searchRequest) {
this.searchRequest = searchRequest;
}
}
public class ESBulkRequest {
private BulkRequestBuilder bulkRequestBuilder;
private BulkRequest bulkRequest;
public ESBulkRequest(){
if (mode == ESClientMode.TRANSPORT) {
bulkRequestBuilder = transportClient.prepareBulk();
} else {
bulkRequest = new BulkRequest();
}
}
public void resetBulk() {
if (mode == ESClientMode.TRANSPORT) {
bulkRequestBuilder = transportClient.prepareBulk();
} else {
bulkRequest = new BulkRequest();
}
}
public ESBulkRequest add(ESIndexRequest esIndexRequest) {
if (mode == ESClientMode.TRANSPORT) {
bulkRequestBuilder.add(esIndexRequest.indexRequestBuilder);
} else {
bulkRequest.add(esIndexRequest.indexRequest);
}
return this;
}
public ESBulkRequest add(ESUpdateRequest esUpdateRequest) {
if (mode == ESClientMode.TRANSPORT) {
bulkRequestBuilder.add(esUpdateRequest.updateRequestBuilder);
} else {
bulkRequest.add(esUpdateRequest.updateRequest);
}
return this;
}
public ESBulkRequest add(ESDeleteRequest esDeleteRequest) {
if (mode == ESClientMode.TRANSPORT) {
bulkRequestBuilder.add(esDeleteRequest.deleteRequestBuilder);
} else {
bulkRequest.add(esDeleteRequest.deleteRequest);
}
return this;
}
public int numberOfActions() {
if (mode == ESClientMode.TRANSPORT) {
return bulkRequestBuilder.numberOfActions();
} else {
return bulkRequest.numberOfActions();
}
}
public BulkResponse bulk() {
if (mode == ESClientMode.TRANSPORT) {
return bulkRequestBuilder.execute().actionGet();
} else {
try {
return restHighLevelClient.bulk(bulkRequest);
} catch (IOException e) {
throw new RuntimeException(e);
}
}
}
public BulkRequestBuilder getBulkRequestBuilder() {
return bulkRequestBuilder;
}
public void setBulkRequestBuilder(BulkRequestBuilder bulkRequestBuilder) {
this.bulkRequestBuilder = bulkRequestBuilder;
}
public BulkRequest getBulkRequest() {
return bulkRequest;
}
public void setBulkRequest(BulkRequest bulkRequest) {
this.bulkRequest = bulkRequest;
}
}
// ------ get/set ------
public ESClientMode getMode() {
return mode;
}
public void setMode(ESClientMode mode) {
this.mode = mode;
}
public TransportClient getTransportClient() {
return transportClient;
}
public void setTransportClient(TransportClient transportClient) {
this.transportClient = transportClient;
}
public RestHighLevelClient getRestHighLevelClient() {
return restHighLevelClient;
}
public void setRestHighLevelClient(RestHighLevelClient restHighLevelClient) {
this.restHighLevelClient = restHighLevelClient;
}
}

View File

@@ -1,309 +0,0 @@
package com.alibaba.otter.canal.client.adapter.es.support;
import java.io.IOException;
import java.io.InputStream;
import java.nio.charset.StandardCharsets;
import java.sql.Blob;
import java.sql.SQLException;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Date;
import java.util.HashMap;
import java.util.LinkedHashSet;
import java.util.Map;
import java.util.Set;
import org.apache.commons.codec.binary.Base64;
import org.joda.time.DateTime;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import com.alibaba.fastjson.JSON;
import com.alibaba.otter.canal.client.adapter.es.config.ESSyncConfig.ESMapping;
import com.alibaba.otter.canal.client.adapter.es.config.SchemaItem;
import com.alibaba.otter.canal.client.adapter.es.config.SchemaItem.ColumnItem;
import com.alibaba.otter.canal.client.adapter.es.config.SchemaItem.TableItem;
import com.alibaba.otter.canal.client.adapter.support.Util;
/**
* ES 同步工具同类
*
* @author rewerma 2018-11-01
* @version 1.0.0
*/
public class ESSyncUtil {
private static Logger logger = LoggerFactory.getLogger(ESSyncUtil.class);
public static Object convertToEsObj(Object val, String fieldInfo) {
if (val == null) {
return null;
}
if (fieldInfo.startsWith("array:")) {
String separator = fieldInfo.substring("array:".length()).trim();
String[] values = val.toString().split(separator);
return Arrays.asList(values);
} else if (fieldInfo.startsWith("object")) {
if (val instanceof String){
return JSON.parse(val.toString());
}
return JSON.parse(new String((byte[])val));
}
return null;
}
/**
* 类型转换为Mapping中对应的类型
*/
public static Object typeConvert(Object val, String esType) {
if (val == null) {
return null;
}
if (esType == null) {
return val;
}
Object res = null;
if ("integer".equals(esType)) {
if (val instanceof Number) {
res = ((Number) val).intValue();
} else {
res = Integer.parseInt(val.toString());
}
} else if ("long".equals(esType)) {
if (val instanceof Number) {
res = ((Number) val).longValue();
} else {
res = Long.parseLong(val.toString());
}
} else if ("short".equals(esType)) {
if (val instanceof Number) {
res = ((Number) val).shortValue();
} else {
res = Short.parseShort(val.toString());
}
} else if ("byte".equals(esType)) {
if (val instanceof Number) {
res = ((Number) val).byteValue();
} else {
res = Byte.parseByte(val.toString());
}
} else if ("double".equals(esType)) {
if (val instanceof Number) {
res = ((Number) val).doubleValue();
} else {
res = Double.parseDouble(val.toString());
}
} else if ("float".equals(esType) || "half_float".equals(esType) || "scaled_float".equals(esType)) {
if (val instanceof Number) {
res = ((Number) val).floatValue();
} else {
res = Float.parseFloat(val.toString());
}
} else if ("boolean".equals(esType)) {
if (val instanceof Boolean) {
res = val;
} else if (val instanceof Number) {
int v = ((Number) val).intValue();
res = v != 0;
} else {
res = Boolean.parseBoolean(val.toString());
}
} else if ("date".equals(esType)) {
if (val instanceof java.sql.Time) {
DateTime dateTime = new DateTime(((java.sql.Time) val).getTime());
if (dateTime.getMillisOfSecond() != 0) {
res = dateTime.toString("HH:mm:ss.SSS");
} else {
res = dateTime.toString("HH:mm:ss");
}
} else if (val instanceof java.sql.Timestamp) {
DateTime dateTime = new DateTime(((java.sql.Timestamp) val).getTime());
if (dateTime.getMillisOfSecond() != 0) {
res = dateTime.toString("yyyy-MM-dd'T'HH:mm:ss.SSS" + Util.timeZone);
} else {
res = dateTime.toString("yyyy-MM-dd'T'HH:mm:ss" + Util.timeZone);
}
} else if (val instanceof java.sql.Date || val instanceof Date) {
DateTime dateTime;
if (val instanceof java.sql.Date) {
dateTime = new DateTime(((java.sql.Date) val).getTime());
} else {
dateTime = new DateTime(((Date) val).getTime());
}
if (dateTime.getHourOfDay() == 0 && dateTime.getMinuteOfHour() == 0 && dateTime.getSecondOfMinute() == 0
&& dateTime.getMillisOfSecond() == 0) {
res = dateTime.toString("yyyy-MM-dd");
} else {
if (dateTime.getMillisOfSecond() != 0) {
res = dateTime.toString("yyyy-MM-dd'T'HH:mm:ss.SSS" + Util.timeZone);
} else {
res = dateTime.toString("yyyy-MM-dd'T'HH:mm:ss" + Util.timeZone);
}
}
} else if (val instanceof Long) {
DateTime dateTime = new DateTime(((Long) val).longValue());
if (dateTime.getHourOfDay() == 0 && dateTime.getMinuteOfHour() == 0 && dateTime.getSecondOfMinute() == 0
&& dateTime.getMillisOfSecond() == 0) {
res = dateTime.toString("yyyy-MM-dd");
} else if (dateTime.getMillisOfSecond() != 0) {
res = dateTime.toString("yyyy-MM-dd'T'HH:mm:ss.SSS" + Util.timeZone);
} else {
res = dateTime.toString("yyyy-MM-dd'T'HH:mm:ss" + Util.timeZone);
}
} else if (val instanceof String) {
String v = ((String) val).trim();
if (v.length() > 18 && v.charAt(4) == '-' && v.charAt(7) == '-' && v.charAt(10) == ' '
&& v.charAt(13) == ':' && v.charAt(16) == ':') {
String dt = v.substring(0, 10) + "T" + v.substring(11);
Date date = Util.parseDate(dt);
if (date != null) {
DateTime dateTime = new DateTime(date);
if (dateTime.getMillisOfSecond() != 0) {
res = dateTime.toString("yyyy-MM-dd'T'HH:mm:ss.SSS" + Util.timeZone);
} else {
res = dateTime.toString("yyyy-MM-dd'T'HH:mm:ss" + Util.timeZone);
}
}
} else if (v.length() == 10 && v.charAt(4) == '-' && v.charAt(7) == '-') {
Date date = Util.parseDate(v);
if (date != null) {
DateTime dateTime = new DateTime(date);
res = dateTime.toString("yyyy-MM-dd");
}
}
}
} else if ("binary".equals(esType)) {
if (val instanceof byte[]) {
Base64 base64 = new Base64();
res = base64.encodeAsString((byte[]) val);
} else if (val instanceof Blob) {
byte[] b = blobToBytes((Blob) val);
Base64 base64 = new Base64();
res = base64.encodeAsString(b);
} else if (val instanceof String) {
// 对应canal中的单字节编码
byte[] b = ((String) val).getBytes(StandardCharsets.ISO_8859_1);
Base64 base64 = new Base64();
res = base64.encodeAsString(b);
}
} else if ("geo_point".equals(esType)) {
if (!(val instanceof String)) {
logger.error("es type is geo_point, but source type is not String");
return val;
}
if (!((String) val).contains(",")) {
logger.error("es type is geo_point, source value not contains ',' separator");
return val;
}
String[] point = ((String) val).split(",");
Map<String, Double> location = new HashMap<>();
location.put("lat", Double.valueOf(point[0].trim()));
location.put("lon", Double.valueOf(point[1].trim()));
return location;
} else if ("array".equals(esType)) {
if ("".equals(val.toString().trim())) {
res = new ArrayList<>();
} else {
String value = val.toString();
String separator = ",";
if (!value.contains(",")) {
if (value.contains(";")) {
separator = ";";
} else if (value.contains("|")) {
separator = "\\|";
} else if (value.contains("-")) {
separator = "-";
}
}
String[] values = value.split(separator);
return Arrays.asList(values);
}
} else if ("object".equals(esType)) {
if ("".equals(val.toString().trim())) {
res = new HashMap<>();
} else {
res = JSON.parseObject(val.toString(), Map.class);
}
} else {
// 其他类全以字符串处理
res = val.toString();
}
return res;
}
/**
* Blob转byte[]
*/
private static byte[] blobToBytes(Blob blob) {
try (InputStream is = blob.getBinaryStream()) {
byte[] b = new byte[(int) blob.length()];
if (is.read(b) != -1) {
return b;
} else {
return new byte[0];
}
} catch (IOException | SQLException e) {
logger.error(e.getMessage());
return null;
}
}
/**
* 拼接主键条件
*
* @param mapping
* @param data
* @return
*/
public static String pkConditionSql(ESMapping mapping, Map<String, Object> data) {
Set<ColumnItem> idColumns = new LinkedHashSet<>();
SchemaItem schemaItem = mapping.getSchemaItem();
TableItem mainTable = schemaItem.getMainTable();
for (ColumnItem idColumnItem : schemaItem.getIdFieldItem(mapping).getColumnItems()) {
if ((mainTable.getAlias() == null && idColumnItem.getOwner() == null)
|| (mainTable.getAlias() != null && mainTable.getAlias().equals(idColumnItem.getOwner()))) {
idColumns.add(idColumnItem);
}
}
if (idColumns.isEmpty()) {
throw new RuntimeException("Not found primary key field in main table");
}
// 拼接condition
StringBuilder condition = new StringBuilder(" ");
for (ColumnItem idColumn : idColumns) {
Object idVal = data.get(idColumn.getColumnName());
if (mainTable.getAlias() != null) condition.append(mainTable.getAlias()).append(".");
condition.append(idColumn.getColumnName()).append("=");
if (idVal instanceof String) {
condition.append("'").append(idVal).append("' AND ");
} else {
condition.append(idVal).append(" AND ");
}
}
if (condition.toString().endsWith("AND ")) {
int len2 = condition.length();
condition.delete(len2 - 4, len2);
}
return condition.toString();
}
public static String appendCondition(String sql, String condition) {
return sql + " WHERE " + condition + " ";
}
public static void appendCondition(StringBuilder sql, Object value, String owner, String columnName) {
if (value instanceof String) {
sql.append(owner).append(".").append(columnName).append("='").append(value).append("' AND ");
} else {
sql.append(owner).append(".").append(columnName).append("=").append(value).append(" AND ");
}
}
}

View File

@@ -1,523 +0,0 @@
package com.alibaba.otter.canal.client.adapter.es.support;
import java.sql.ResultSet;
import java.sql.SQLException;
import java.util.*;
import java.util.concurrent.ConcurrentHashMap;
import java.util.concurrent.ConcurrentMap;
import javax.sql.DataSource;
import org.apache.commons.lang.StringUtils;
import org.elasticsearch.action.bulk.BulkItemResponse;
import org.elasticsearch.action.bulk.BulkResponse;
import org.elasticsearch.action.search.SearchResponse;
import org.elasticsearch.cluster.metadata.MappingMetaData;
import org.elasticsearch.index.query.BoolQueryBuilder;
import org.elasticsearch.index.query.QueryBuilders;
import org.elasticsearch.rest.RestStatus;
import org.elasticsearch.search.SearchHit;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import com.alibaba.otter.canal.client.adapter.es.config.ESSyncConfig;
import com.alibaba.otter.canal.client.adapter.es.config.ESSyncConfig.ESMapping;
import com.alibaba.otter.canal.client.adapter.es.config.SchemaItem;
import com.alibaba.otter.canal.client.adapter.es.config.SchemaItem.ColumnItem;
import com.alibaba.otter.canal.client.adapter.es.config.SchemaItem.FieldItem;
import com.alibaba.otter.canal.client.adapter.es.support.ESConnection.*;
import com.alibaba.otter.canal.client.adapter.support.DatasourceConfig;
import com.alibaba.otter.canal.client.adapter.support.Util;
/**
* ES 操作模板
*
* @author rewerma 2018-11-01
* @version 1.0.0
*/
public class ESTemplate {
private static final Logger logger = LoggerFactory.getLogger(ESTemplate.class);
private static final int MAX_BATCH_SIZE = 1000;
private ESConnection esConnection;
private ESBulkRequest esBulkRequest;
public ESTemplate(ESConnection esConnection){
this.esConnection = esConnection;
this.esBulkRequest = this.esConnection.new ESBulkRequest();
}
public ESBulkRequest getBulk() {
return esBulkRequest;
}
public void resetBulkRequestBuilder() {
this.esBulkRequest.resetBulk();
}
/**
* 插入数据
*
* @param mapping 配置对象
* @param pkVal 主键值
* @param esFieldData 数据Map
*/
public void insert(ESMapping mapping, Object pkVal, Map<String, Object> esFieldData) {
if (mapping.get_id() != null) {
String parentVal = (String) esFieldData.remove("$parent_routing");
if (mapping.isUpsert()) {
ESUpdateRequest updateRequest = esConnection.new ESUpdateRequest(mapping.get_index(),
mapping.get_type(),
pkVal.toString()).setDoc(esFieldData).setDocAsUpsert(true);
if (StringUtils.isNotEmpty(parentVal)) {
updateRequest.setRouting(parentVal);
}
getBulk().add(updateRequest);
} else {
ESIndexRequest indexRequest = esConnection.new ESIndexRequest(mapping.get_index(),
mapping.get_type(),
pkVal.toString()).setSource(esFieldData);
if (StringUtils.isNotEmpty(parentVal)) {
indexRequest.setRouting(parentVal);
}
getBulk().add(indexRequest);
}
commitBulk();
} else {
ESSearchRequest esSearchRequest = this.esConnection.new ESSearchRequest(mapping.get_index(),
mapping.get_type()).setQuery(QueryBuilders.termQuery(mapping.getPk(), pkVal)).size(10000);
SearchResponse response = esSearchRequest.getResponse();
for (SearchHit hit : response.getHits()) {
ESUpdateRequest esUpdateRequest = this.esConnection.new ESUpdateRequest(mapping.get_index(),
mapping.get_type(),
hit.getId()).setDoc(esFieldData);
getBulk().add(esUpdateRequest);
commitBulk();
}
}
}
/**
* 根据主键更新数据
*
* @param mapping 配置对象
* @param pkVal 主键值
* @param esFieldData 数据Map
*/
public void update(ESMapping mapping, Object pkVal, Map<String, Object> esFieldData) {
Map<String, Object> esFieldDataTmp = new LinkedHashMap<>(esFieldData.size());
esFieldData.forEach((k, v) -> esFieldDataTmp.put(Util.cleanColumn(k), v));
append4Update(mapping, pkVal, esFieldDataTmp);
commitBulk();
}
/**
* update by query
*
* @param config 配置对象
* @param paramsTmp sql查询条件
* @param esFieldData 数据Map
*/
public void updateByQuery(ESSyncConfig config, Map<String, Object> paramsTmp, Map<String, Object> esFieldData) {
if (paramsTmp.isEmpty()) {
return;
}
ESMapping mapping = config.getEsMapping();
BoolQueryBuilder queryBuilder = QueryBuilders.boolQuery();
paramsTmp.forEach((fieldName, value) -> queryBuilder.must(QueryBuilders.termsQuery(fieldName, value)));
// 查询sql批量更新
DataSource ds = DatasourceConfig.DATA_SOURCES.get(config.getDataSourceKey());
StringBuilder sql = new StringBuilder("SELECT * FROM (" + mapping.getSql() + ") _v WHERE ");
List<Object> values = new ArrayList<>();
paramsTmp.forEach((fieldName, value) -> {
sql.append("_v.").append(fieldName).append("=? AND ");
values.add(value);
});
// TODO 直接外部包裹sql会导致全表扫描性能低, 待优化拼接内部where条件
int len = sql.length();
sql.delete(len - 4, len);
Integer syncCount = (Integer) Util.sqlRS(ds, sql.toString(), values, rs -> {
int count = 0;
try {
while (rs.next()) {
Object idVal = getIdValFromRS(mapping, rs);
append4Update(mapping, idVal, esFieldData);
commitBulk();
count++;
}
} catch (Exception e) {
throw new RuntimeException(e);
}
return count;
});
if (logger.isTraceEnabled()) {
logger.trace("Update ES by query affected {} records", syncCount);
}
}
/**
* 通过主键删除数据
*
* @param mapping 配置对象
* @param pkVal 主键值
* @param esFieldData 数据Map
*/
public void delete(ESMapping mapping, Object pkVal, Map<String, Object> esFieldData) {
if (mapping.get_id() != null) {
ESDeleteRequest esDeleteRequest = this.esConnection.new ESDeleteRequest(mapping.get_index(),
mapping.get_type(),
pkVal.toString());
getBulk().add(esDeleteRequest);
commitBulk();
} else {
ESSearchRequest esSearchRequest = this.esConnection.new ESSearchRequest(mapping.get_index(),
mapping.get_type()).setQuery(QueryBuilders.termQuery(mapping.getPk(), pkVal)).size(10000);
SearchResponse response = esSearchRequest.getResponse();
for (SearchHit hit : response.getHits()) {
ESUpdateRequest esUpdateRequest = this.esConnection.new ESUpdateRequest(mapping.get_index(),
mapping.get_type(),
hit.getId()).setDoc(esFieldData);
getBulk().add(esUpdateRequest);
commitBulk();
}
}
}
/**
* 提交批次
*/
public void commit() {
if (getBulk().numberOfActions() > 0) {
BulkResponse response = getBulk().bulk();
if (response.hasFailures()) {
for (BulkItemResponse itemResponse : response.getItems()) {
if (!itemResponse.isFailed()) {
continue;
}
if (itemResponse.getFailure().getStatus() == RestStatus.NOT_FOUND) {
logger.error(itemResponse.getFailureMessage());
} else {
throw new RuntimeException("ES sync commit error" + itemResponse.getFailureMessage());
}
}
}
resetBulkRequestBuilder();
}
}
/**
* 如果大于批量数则提交批次
*/
private void commitBulk() {
if (getBulk().numberOfActions() >= MAX_BATCH_SIZE) {
commit();
}
}
private void append4Update(ESMapping mapping, Object pkVal, Map<String, Object> esFieldData) {
if (mapping.get_id() != null) {
String parentVal = (String) esFieldData.remove("$parent_routing");
if (mapping.isUpsert()) {
ESUpdateRequest esUpdateRequest = this.esConnection.new ESUpdateRequest(mapping.get_index(),
mapping.get_type(),
pkVal.toString()).setDoc(esFieldData).setDocAsUpsert(true);
if (StringUtils.isNotEmpty(parentVal)) {
esUpdateRequest.setRouting(parentVal);
}
getBulk().add(esUpdateRequest);
} else {
ESUpdateRequest esUpdateRequest = this.esConnection.new ESUpdateRequest(mapping.get_index(),
mapping.get_type(),
pkVal.toString()).setDoc(esFieldData);
if (StringUtils.isNotEmpty(parentVal)) {
esUpdateRequest.setRouting(parentVal);
}
getBulk().add(esUpdateRequest);
}
} else {
ESSearchRequest esSearchRequest = this.esConnection.new ESSearchRequest(mapping.get_index(),
mapping.get_type()).setQuery(QueryBuilders.termQuery(mapping.getPk(), pkVal)).size(10000);
SearchResponse response = esSearchRequest.getResponse();
for (SearchHit hit : response.getHits()) {
ESUpdateRequest esUpdateRequest = this.esConnection.new ESUpdateRequest(mapping.get_index(),
mapping.get_type(),
hit.getId()).setDoc(esFieldData);
getBulk().add(esUpdateRequest);
}
}
}
public Object getValFromRS(ESMapping mapping, ResultSet resultSet, String fieldName,
String columnName) throws SQLException {
fieldName = Util.cleanColumn(fieldName);
columnName = Util.cleanColumn(columnName);
String esType = getEsType(mapping, fieldName);
Object value = resultSet.getObject(columnName);
if (value instanceof Boolean) {
if (!"boolean".equals(esType)) {
value = resultSet.getByte(columnName);
}
}
// 如果是对象类型
if (mapping.getObjFields().containsKey(fieldName)) {
return ESSyncUtil.convertToEsObj(value, mapping.getObjFields().get(fieldName));
} else {
return ESSyncUtil.typeConvert(value, esType);
}
}
public Object getESDataFromRS(ESMapping mapping, ResultSet resultSet,
Map<String, Object> esFieldData) throws SQLException {
SchemaItem schemaItem = mapping.getSchemaItem();
String idFieldName = mapping.get_id() == null ? mapping.getPk() : mapping.get_id();
Object resultIdVal = null;
for (FieldItem fieldItem : schemaItem.getSelectFields().values()) {
Object value = getValFromRS(mapping, resultSet, fieldItem.getFieldName(), fieldItem.getFieldName());
if (fieldItem.getFieldName().equals(idFieldName)) {
resultIdVal = value;
}
if (!fieldItem.getFieldName().equals(mapping.get_id())
&& !mapping.getSkips().contains(fieldItem.getFieldName())) {
esFieldData.put(Util.cleanColumn(fieldItem.getFieldName()), value);
}
}
// 添加父子文档关联信息
putRelationDataFromRS(mapping, schemaItem, resultSet, esFieldData);
return resultIdVal;
}
public Object getIdValFromRS(ESMapping mapping, ResultSet resultSet) throws SQLException {
SchemaItem schemaItem = mapping.getSchemaItem();
String idFieldName = mapping.get_id() == null ? mapping.getPk() : mapping.get_id();
Object resultIdVal = null;
for (FieldItem fieldItem : schemaItem.getSelectFields().values()) {
Object value = getValFromRS(mapping, resultSet, fieldItem.getFieldName(), fieldItem.getFieldName());
if (fieldItem.getFieldName().equals(idFieldName)) {
resultIdVal = value;
break;
}
}
return resultIdVal;
}
public Object getESDataFromRS(ESMapping mapping, ResultSet resultSet, Map<String, Object> dmlOld,
Map<String, Object> esFieldData) throws SQLException {
SchemaItem schemaItem = mapping.getSchemaItem();
String idFieldName = mapping.get_id() == null ? mapping.getPk() : mapping.get_id();
Object resultIdVal = null;
for (FieldItem fieldItem : schemaItem.getSelectFields().values()) {
if (fieldItem.getFieldName().equals(idFieldName)) {
resultIdVal = getValFromRS(mapping, resultSet, fieldItem.getFieldName(), fieldItem.getFieldName());
}
for (ColumnItem columnItem : fieldItem.getColumnItems()) {
if (dmlOld.containsKey(columnItem.getColumnName())
&& !mapping.getSkips().contains(fieldItem.getFieldName())) {
esFieldData.put(Util.cleanColumn(fieldItem.getFieldName()),
getValFromRS(mapping, resultSet, fieldItem.getFieldName(), fieldItem.getFieldName()));
break;
}
}
}
// 添加父子文档关联信息
putRelationDataFromRS(mapping, schemaItem, resultSet, esFieldData);
return resultIdVal;
}
public Object getValFromData(ESMapping mapping, Map<String, Object> dmlData, String fieldName, String columnName) {
String esType = getEsType(mapping, fieldName);
Object value = dmlData.get(columnName);
if (value instanceof Byte) {
if ("boolean".equals(esType)) {
value = ((Byte) value).intValue() != 0;
}
}
// 如果是对象类型
if (mapping.getObjFields().containsKey(fieldName)) {
return ESSyncUtil.convertToEsObj(value, mapping.getObjFields().get(fieldName));
} else {
return ESSyncUtil.typeConvert(value, esType);
}
}
/**
* 将dml的data转换为es的data
*
* @param mapping 配置mapping
* @param dmlData dml data
* @param esFieldData es data
* @return 返回 id 值
*/
public Object getESDataFromDmlData(ESMapping mapping, Map<String, Object> dmlData,
Map<String, Object> esFieldData) {
SchemaItem schemaItem = mapping.getSchemaItem();
String idFieldName = mapping.get_id() == null ? mapping.getPk() : mapping.get_id();
Object resultIdVal = null;
for (FieldItem fieldItem : schemaItem.getSelectFields().values()) {
String columnName = fieldItem.getColumnItems().iterator().next().getColumnName();
Object value = getValFromData(mapping, dmlData, fieldItem.getFieldName(), columnName);
if (fieldItem.getFieldName().equals(idFieldName)) {
resultIdVal = value;
}
if (!fieldItem.getFieldName().equals(mapping.get_id())
&& !mapping.getSkips().contains(fieldItem.getFieldName())) {
esFieldData.put(Util.cleanColumn(fieldItem.getFieldName()), value);
}
}
// 添加父子文档关联信息
putRelationData(mapping, schemaItem, dmlData, esFieldData);
return resultIdVal;
}
/**
* 将dml的data, old转换为es的data
*
* @param mapping 配置mapping
* @param owner 所属表
* @param dmlData dml data
* @param esFieldData es data
* @return 返回 id 值
*/
public Object getESDataFromDmlData(ESMapping mapping, String owner, Map<String, Object> dmlData,
Map<String, Object> dmlOld, Map<String, Object> esFieldData) {
SchemaItem schemaItem = mapping.getSchemaItem();
String idFieldName = mapping.get_id() == null ? mapping.getPk() : mapping.get_id();
Object resultIdVal = null;
for (FieldItem fieldItem : schemaItem.getSelectFields().values()) {
ColumnItem columnItem = fieldItem.getColumnItems().iterator().next();
if (!columnItem.getOwner().equals(owner)) {
continue;
}
String columnName = columnItem.getColumnName();
if (fieldItem.getFieldName().equals(idFieldName)) {
resultIdVal = getValFromData(mapping, dmlData, fieldItem.getFieldName(), columnName);
}
if (dmlOld.containsKey(columnName) && !mapping.getSkips().contains(fieldItem.getFieldName())) {
esFieldData.put(Util.cleanColumn(fieldItem.getFieldName()),
getValFromData(mapping, dmlData, fieldItem.getFieldName(), columnName));
}
}
// 添加父子文档关联信息
putRelationData(mapping, schemaItem, dmlOld, esFieldData);
return resultIdVal;
}
private void putRelationDataFromRS(ESMapping mapping, SchemaItem schemaItem, ResultSet resultSet,
Map<String, Object> esFieldData) {
// 添加父子文档关联信息
if (!mapping.getRelations().isEmpty()) {
mapping.getRelations().forEach((relationField, relationMapping) -> {
Map<String, Object> relations = new HashMap<>();
relations.put("name", relationMapping.getName());
if (StringUtils.isNotEmpty(relationMapping.getParent())) {
FieldItem parentFieldItem = schemaItem.getSelectFields().get(relationMapping.getParent());
Object parentVal;
try {
parentVal = getValFromRS(mapping,
resultSet,
parentFieldItem.getFieldName(),
parentFieldItem.getFieldName());
} catch (SQLException e) {
throw new RuntimeException(e);
}
if (parentVal != null) {
relations.put("parent", parentVal.toString());
esFieldData.put("$parent_routing", parentVal.toString());
}
}
esFieldData.put(relationField, relations);
});
}
}
private void putRelationData(ESMapping mapping, SchemaItem schemaItem, Map<String, Object> dmlData,
Map<String, Object> esFieldData) {
// 添加父子文档关联信息
if (!mapping.getRelations().isEmpty()) {
mapping.getRelations().forEach((relationField, relationMapping) -> {
Map<String, Object> relations = new HashMap<>();
relations.put("name", relationMapping.getName());
if (StringUtils.isNotEmpty(relationMapping.getParent())) {
FieldItem parentFieldItem = schemaItem.getSelectFields().get(relationMapping.getParent());
String columnName = parentFieldItem.getColumnItems().iterator().next().getColumnName();
Object parentVal = getValFromData(mapping, dmlData, parentFieldItem.getFieldName(), columnName);
if (parentVal != null) {
relations.put("parent", parentVal.toString());
esFieldData.put("$parent_routing", parentVal.toString());
}
}
esFieldData.put(relationField, relations);
});
}
}
/**
* es 字段类型本地缓存
*/
private static ConcurrentMap<String, Map<String, String>> esFieldTypes = new ConcurrentHashMap<>();
/**
* 获取es mapping中的属性类型
*
* @param mapping mapping配置
* @param fieldName 属性名
* @return 类型
*/
@SuppressWarnings("unchecked")
private String getEsType(ESMapping mapping, String fieldName) {
String key = mapping.get_index() + "-" + mapping.get_type();
Map<String, String> fieldType = esFieldTypes.get(key);
if (fieldType != null) {
return fieldType.get(fieldName);
} else {
MappingMetaData mappingMetaData = esConnection.getMapping(mapping.get_index(), mapping.get_type());
if (mappingMetaData == null) {
throw new IllegalArgumentException("Not found the mapping info of index: " + mapping.get_index());
}
fieldType = new LinkedHashMap<>();
Map<String, Object> sourceMap = mappingMetaData.getSourceAsMap();
Map<String, Object> esMapping = (Map<String, Object>) sourceMap.get("properties");
for (Map.Entry<String, Object> entry : esMapping.entrySet()) {
Map<String, Object> value = (Map<String, Object>) entry.getValue();
if (value.containsKey("properties")) {
fieldType.put(entry.getKey(), "object");
} else {
fieldType.put(entry.getKey(), (String) value.get("type"));
}
}
esFieldTypes.put(key, fieldType);
return fieldType.get(fieldName);
}
}
}

View File

@@ -1,30 +0,0 @@
package org.elasticsearch.client;
import org.apache.http.client.methods.HttpGet;
import org.elasticsearch.action.admin.indices.mapping.get.GetMappingsRequest;
import org.elasticsearch.common.Strings;
import java.io.IOException;
/**
* RequestConverters扩展
*
* @author rewerma 2019-08-01
* @version 1.0.0
*/
public class RequestConvertersExt {
/**
* 修改 getMappings 去掉request参数
*
* @param getMappingsRequest
* @return
* @throws IOException
*/
static Request getMappings(GetMappingsRequest getMappingsRequest) throws IOException {
String[] indices = getMappingsRequest.indices() == null ? Strings.EMPTY_ARRAY : getMappingsRequest.indices();
String[] types = getMappingsRequest.types() == null ? Strings.EMPTY_ARRAY : getMappingsRequest.types();
return new Request(HttpGet.METHOD_NAME, RequestConverters.endpoint(indices, "_mapping", types));
}
}

View File

@@ -1,29 +0,0 @@
package org.elasticsearch.client;
import static java.util.Collections.emptySet;
import java.io.IOException;
import org.elasticsearch.action.admin.indices.mapping.get.GetMappingsRequest;
import org.elasticsearch.action.admin.indices.mapping.get.GetMappingsResponse;
/**
* RestHighLevelClient扩展
*
* @author rewerma 2019-08-01
* @version 1.0.0
*/
public class RestHighLevelClientExt {
public static GetMappingsResponse getMapping(RestHighLevelClient restHighLevelClient,
GetMappingsRequest getMappingsRequest,
RequestOptions options) throws IOException {
return restHighLevelClient.performRequestAndParseEntity(getMappingsRequest,
RequestConvertersExt::getMappings,
options,
GetMappingsResponse::fromXContent,
emptySet());
}
}

View File

@@ -1 +0,0 @@
es=com.alibaba.otter.canal.client.adapter.es.ESAdapter

View File

@@ -1,21 +0,0 @@
dataSourceKey: defaultDS
destination: example
groupId: g1
esMapping:
_index: customer
_type: _doc
_id: _id
relations:
customer_order:
name: order
parent: customer_id
sql: "select concat('oid_', t.id) as _id,
t.customer_id,
t.id as order_id,
t.serial_code as order_serial,
t.c_time as order_time
from biz_order t"
skips:
- customer_id
etlCondition: "where t.c_time>={}"
commitBatch: 3000

View File

@@ -1,47 +0,0 @@
dataSourceKey: defaultDS
destination: example
groupId: g1
esMapping:
_index: customer
_type: _doc
_id: id
relations:
customer_order:
name: customer
sql: "select t.id, t.name, t.email from customer t"
etlCondition: "where t.c_time>={}"
commitBatch: 3000
#{
# "mappings":{
# "_doc":{
# "properties":{
# "id": {
# "type": "long"
# },
# "name": {
# "type": "text"
# },
# "email": {
# "type": "text"
# },
# "order_id": {
# "type": "long"
# },
# "order_serial": {
# "type": "text"
# },
# "order_time": {
# "type": "date"
# },
# "customer_order":{
# "type":"join",
# "relations":{
# "customer":"order"
# }
# }
# }
# }
# }
#}

View File

@@ -1,16 +0,0 @@
dataSourceKey: defaultDS
destination: example
groupId: g1
esMapping:
_index: mytest_user
_type: _doc
_id: _id
upsert: true
# pk: id
sql: "select a.id as _id, a.name as _name, a.role_id as _role_id, b.role_name as _role_name,
a.c_time as _c_time from user a
left join role b on b.id=a.role_id"
# objFields:
# _labels: array:;
etlCondition: "where a.c_time>={}"
commitBatch: 3000

View File

@@ -1,40 +0,0 @@
package com.alibaba.otter.canal.client.adapter.es.test;
import java.util.Map;
import org.junit.Assert;
import org.junit.Before;
import org.junit.Ignore;
import org.junit.Test;
import com.alibaba.otter.canal.client.adapter.es.config.ESSyncConfig;
import com.alibaba.otter.canal.client.adapter.es.config.ESSyncConfigLoader;
import com.alibaba.otter.canal.client.adapter.support.DatasourceConfig;
@Ignore
public class ConfigLoadTest {
@Before
public void before() {
// AdapterConfigs.put("es", "mytest_user.yml");
// 加载数据源连接池
DatasourceConfig.DATA_SOURCES.put("defaultDS", TestConstant.dataSource);
}
@Test
public void testLoad() {
Map<String, ESSyncConfig> configMap = ESSyncConfigLoader.load(null);
ESSyncConfig config = configMap.get("mytest_user.yml");
config.validate();
Assert.assertNotNull(config);
Assert.assertEquals("defaultDS", config.getDataSourceKey());
ESSyncConfig.ESMapping esMapping = config.getEsMapping();
Assert.assertEquals("mytest_user", esMapping.get_index());
Assert.assertEquals("_doc", esMapping.get_type());
Assert.assertEquals("id", esMapping.get_id());
Assert.assertNotNull(esMapping.getSql());
// Map<String, List<ESSyncConfig>> dbTableEsSyncConfig =
// ESSyncConfigLoader.getDbTableEsSyncConfig();
// Assert.assertFalse(dbTableEsSyncConfig.isEmpty());
}
}

View File

@@ -1,119 +0,0 @@
package com.alibaba.otter.canal.client.adapter.es.test;
import java.net.InetAddress;
import java.net.UnknownHostException;
import java.util.LinkedHashMap;
import java.util.Map;
import org.elasticsearch.action.bulk.BulkItemResponse;
import org.elasticsearch.action.bulk.BulkRequestBuilder;
import org.elasticsearch.action.bulk.BulkResponse;
import org.elasticsearch.action.search.SearchResponse;
import org.elasticsearch.client.transport.TransportClient;
import org.elasticsearch.common.settings.Settings;
import org.elasticsearch.common.transport.TransportAddress;
import org.elasticsearch.index.query.QueryBuilders;
import org.elasticsearch.rest.RestStatus;
import org.elasticsearch.search.SearchHit;
import org.elasticsearch.transport.client.PreBuiltTransportClient;
import org.junit.After;
import org.junit.Before;
import org.junit.Ignore;
import org.junit.Test;
@Ignore
public class ESTest {
private TransportClient transportClient;
@Before
public void init() throws UnknownHostException {
Settings.Builder settingBuilder = Settings.builder();
settingBuilder.put("cluster.name", TestConstant.clusterName);
Settings settings = settingBuilder.build();
transportClient = new PreBuiltTransportClient(settings);
String[] hostArray = TestConstant.esHosts.split(",");
for (String host : hostArray) {
int i = host.indexOf(":");
transportClient.addTransportAddress(new TransportAddress(InetAddress.getByName(host.substring(0, i)),
Integer.parseInt(host.substring(i + 1))));
}
}
@Test
public void test01() {
SearchResponse response = transportClient.prepareSearch("test")
.setTypes("osm")
.setQuery(QueryBuilders.termQuery("_id", "1"))
.setSize(10000)
.get();
for (SearchHit hit : response.getHits()) {
System.out.println(hit.getSourceAsMap().get("data").getClass());
}
}
@Test
public void test02() {
Map<String, Object> esFieldData = new LinkedHashMap<>();
esFieldData.put("userId", 2L);
esFieldData.put("eventId", 4L);
esFieldData.put("eventName", "网络异常");
esFieldData.put("description", "第四个事件信息");
Map<String, Object> relations = new LinkedHashMap<>();
esFieldData.put("user_event", relations);
relations.put("name", "event");
relations.put("parent", "2");
BulkRequestBuilder bulkRequestBuilder = transportClient.prepareBulk();
bulkRequestBuilder
.add(transportClient.prepareIndex("test", "osm", "2_4").setRouting("2").setSource(esFieldData));
commit(bulkRequestBuilder);
}
@Test
public void test03() {
Map<String, Object> esFieldData = new LinkedHashMap<>();
esFieldData.put("userId", 2L);
esFieldData.put("eventName", "网络异常1");
Map<String, Object> relations = new LinkedHashMap<>();
esFieldData.put("user_event", relations);
relations.put("name", "event");
relations.put("parent", "2");
BulkRequestBuilder bulkRequestBuilder = transportClient.prepareBulk();
bulkRequestBuilder.add(transportClient.prepareUpdate("test", "osm", "2_4").setRouting("2").setDoc(esFieldData));
commit(bulkRequestBuilder);
}
@Test
public void test04() {
BulkRequestBuilder bulkRequestBuilder = transportClient.prepareBulk();
bulkRequestBuilder.add(transportClient.prepareDelete("test", "osm", "2_4"));
commit(bulkRequestBuilder);
}
private void commit(BulkRequestBuilder bulkRequestBuilder) {
if (bulkRequestBuilder.numberOfActions() > 0) {
BulkResponse response = bulkRequestBuilder.execute().actionGet();
if (response.hasFailures()) {
for (BulkItemResponse itemResponse : response.getItems()) {
if (!itemResponse.isFailed()) {
continue;
}
if (itemResponse.getFailure().getStatus() == RestStatus.NOT_FOUND) {
System.out.println(itemResponse.getFailureMessage());
} else {
System.out.println("ES bulk commit error" + itemResponse.getFailureMessage());
}
}
}
}
}
@After
public void after() {
transportClient.close();
}
}

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@@ -1,48 +0,0 @@
package com.alibaba.otter.canal.client.adapter.es.test;
import java.util.List;
import java.util.Map;
import org.junit.Assert;
import org.junit.Test;
import com.alibaba.otter.canal.client.adapter.es.config.SchemaItem;
import com.alibaba.otter.canal.client.adapter.es.config.SchemaItem.FieldItem;
import com.alibaba.otter.canal.client.adapter.es.config.SchemaItem.TableItem;
import com.alibaba.otter.canal.client.adapter.es.config.SqlParser;
public class SqlParseTest {
@Test
public void parseTest() {
String sql = "select a.id, CASE WHEN a.id <= 500 THEN '1' else '2' end as id2, "
+ "concat(a.name,'_test') as name, a.role_id, b.name as role_name, c.labels from user a "
+ "left join role b on a.role_id=b.id "
+ "left join (select user_id, group_concat(label,',') as labels from user_label "
+ "group by user_id) c on c.user_id=a.id";
SchemaItem schemaItem = SqlParser.parse(sql);
// 通过表名找 TableItem
List<TableItem> tableItems = schemaItem.getTableItemAliases().get("user_label".toLowerCase());
tableItems.forEach(tableItem -> Assert.assertEquals("c", tableItem.getAlias()));
TableItem tableItem = tableItems.get(0);
Assert.assertFalse(tableItem.isMain());
Assert.assertTrue(tableItem.isSubQuery());
// 通过字段名找 FieldItem
List<FieldItem> fieldItems = schemaItem.getColumnFields().get(tableItem.getAlias() + ".labels".toLowerCase());
fieldItems.forEach(
fieldItem -> Assert.assertEquals("c.labels", fieldItem.getOwner() + "." + fieldItem.getFieldName()));
// 获取当前表关联条件字段
Map<FieldItem, List<FieldItem>> relationTableFields = tableItem.getRelationTableFields();
relationTableFields.keySet()
.forEach(fieldItem -> Assert.assertEquals("user_id", fieldItem.getColumn().getColumnName()));
// 获取关联字段在select中的对应字段
// List<FieldItem> relationSelectFieldItem =
// tableItem.getRelationKeyFieldItems();
// relationSelectFieldItem.forEach(fieldItem -> Assert.assertEquals("c.labels",
// fieldItem.getOwner() + "." + fieldItem.getColumn().getColumnName()));
}
}

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@@ -1,40 +0,0 @@
package com.alibaba.otter.canal.client.adapter.es.test;
import java.sql.SQLException;
import com.alibaba.druid.pool.DruidDataSource;
public class TestConstant {
public final static String jdbcUrl = "jdbc:mysql://127.0.0.1:3306/mytest?useUnicode=true";
public final static String jdbcUser = "root";
public final static String jdbcPassword = "121212";
public final static String esHosts = "127.0.0.1:9300";
public final static String clusterName = "elasticsearch";
public final static DruidDataSource dataSource;
static {
dataSource = new DruidDataSource();
dataSource.setDriverClassName("com.mysql.jdbc.Driver");
dataSource.setUrl(jdbcUrl);
dataSource.setUsername(jdbcUser);
dataSource.setPassword(jdbcPassword);
dataSource.setInitialSize(1);
dataSource.setMinIdle(1);
dataSource.setMaxActive(1);
dataSource.setMaxWait(60000);
dataSource.setTimeBetweenEvictionRunsMillis(60000);
dataSource.setMinEvictableIdleTimeMillis(300000);
dataSource.setPoolPreparedStatements(false);
dataSource.setMaxPoolPreparedStatementPerConnectionSize(20);
dataSource.setValidationQuery("select 1");
try {
dataSource.init();
} catch (SQLException e) {
e.printStackTrace();
}
}
}

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@@ -1,68 +0,0 @@
package com.alibaba.otter.canal.client.adapter.es.test.sync;
import java.sql.Connection;
import java.sql.SQLException;
import java.sql.Statement;
import java.util.HashMap;
import java.util.Map;
import javax.sql.DataSource;
import com.alibaba.otter.canal.client.adapter.es.ESAdapter;
import com.alibaba.otter.canal.client.adapter.es.test.TestConstant;
import com.alibaba.otter.canal.client.adapter.support.DatasourceConfig;
import com.alibaba.otter.canal.client.adapter.support.OuterAdapterConfig;
public class Common {
public static ESAdapter init() {
DatasourceConfig.DATA_SOURCES.put("defaultDS", TestConstant.dataSource);
OuterAdapterConfig outerAdapterConfig = new OuterAdapterConfig();
outerAdapterConfig.setName("es");
outerAdapterConfig.setHosts(TestConstant.esHosts);
Map<String, String> properties = new HashMap<>();
properties.put("cluster.name", TestConstant.clusterName);
outerAdapterConfig.setProperties(properties);
ESAdapter esAdapter = new ESAdapter();
esAdapter.init(outerAdapterConfig, null);
return esAdapter;
}
public static void sqlExe(DataSource dataSource, String sql) {
Connection conn = null;
Statement stmt = null;
try {
conn = dataSource.getConnection();
conn.setAutoCommit(false);
stmt = conn.createStatement();
stmt.execute(sql);
conn.commit();
} catch (Exception e) {
if (conn != null) {
try {
conn.rollback();
} catch (SQLException e1) {
// ignore
}
}
e.printStackTrace();
} finally {
if (stmt != null) {
try {
stmt.close();
} catch (SQLException e) {
// ignore
}
}
if (conn != null) {
try {
conn.close();
} catch (SQLException e) {
// ignore
}
}
}
}
}

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@@ -1,145 +0,0 @@
package com.alibaba.otter.canal.client.adapter.es.test.sync;
import java.util.ArrayList;
import java.util.Date;
import java.util.LinkedHashMap;
import java.util.List;
import java.util.Map;
import javax.sql.DataSource;
import org.elasticsearch.action.get.GetResponse;
import org.junit.Assert;
import org.junit.Before;
import org.junit.Ignore;
import org.junit.Test;
import com.alibaba.otter.canal.client.adapter.es.ESAdapter;
import com.alibaba.otter.canal.client.adapter.es.config.ESSyncConfig;
import com.alibaba.otter.canal.client.adapter.support.DatasourceConfig;
import com.alibaba.otter.canal.client.adapter.support.Dml;
@Ignore
public class LabelSyncJoinSub2Test {
private ESAdapter esAdapter;
@Before
public void init() {
// AdapterConfigs.put("es", "mytest_user_join_sub2.yml");
esAdapter = Common.init();
}
/**
* 带函数子查询从表插入
*/
@Test
public void test01() {
DataSource ds = DatasourceConfig.DATA_SOURCES.get("defaultDS");
Common.sqlExe(ds, "delete from label where id=1 or id=2");
Common.sqlExe(ds, "insert into label (id,user_id,label) values (1,1,'a')");
Common.sqlExe(ds, "insert into label (id,user_id,label) values (2,1,'b')");
Dml dml = new Dml();
dml.setDestination("example");
dml.setTs(new Date().getTime());
dml.setType("INSERT");
dml.setDatabase("mytest");
dml.setTable("label");
List<Map<String, Object>> dataList = new ArrayList<>();
Map<String, Object> data = new LinkedHashMap<>();
dataList.add(data);
data.put("id", 2L);
data.put("user_id", 1L);
data.put("label", "b");
dml.setData(dataList);
String database = dml.getDatabase();
String table = dml.getTable();
Map<String, ESSyncConfig> esSyncConfigs = esAdapter.getDbTableEsSyncConfig().get(database + "-" + table);
esAdapter.getEsSyncService().sync(esSyncConfigs.values(), dml);
GetResponse response = esAdapter.getEsConnection()
.getTransportClient()
.prepareGet("mytest_user", "_doc", "1")
.get();
Assert.assertEquals("b;a_", response.getSource().get("_labels"));
}
/**
* 带函数子查询从表更新
*/
@Test
public void test02() {
DataSource ds = DatasourceConfig.DATA_SOURCES.get("defaultDS");
Common.sqlExe(ds, "update label set label='aa' where id=1");
Dml dml = new Dml();
dml.setDestination("example");
dml.setTs(new Date().getTime());
dml.setType("UPDATE");
dml.setDatabase("mytest");
dml.setTable("label");
List<Map<String, Object>> dataList = new ArrayList<>();
Map<String, Object> data = new LinkedHashMap<>();
dataList.add(data);
data.put("id", 1L);
data.put("user_id", 1L);
data.put("label", "aa");
dml.setData(dataList);
List<Map<String, Object>> oldList = new ArrayList<>();
Map<String, Object> old = new LinkedHashMap<>();
oldList.add(old);
old.put("label", "v");
dml.setOld(oldList);
String database = dml.getDatabase();
String table = dml.getTable();
Map<String, ESSyncConfig> esSyncConfigs = esAdapter.getDbTableEsSyncConfig().get(database + "-" + table);
esAdapter.getEsSyncService().sync(esSyncConfigs.values(), dml);
GetResponse response = esAdapter.getEsConnection()
.getTransportClient()
.prepareGet("mytest_user", "_doc", "1")
.get();
Assert.assertEquals("b;aa_", response.getSource().get("_labels"));
}
/**
* 带函数子查询从表删除
*/
@Test
public void test03() {
DataSource ds = DatasourceConfig.DATA_SOURCES.get("defaultDS");
Common.sqlExe(ds, "delete from label where id=1");
Dml dml = new Dml();
dml.setDestination("example");
dml.setTs(new Date().getTime());
dml.setType("DELETE");
dml.setDatabase("mytest");
dml.setTable("label");
List<Map<String, Object>> dataList = new ArrayList<>();
Map<String, Object> data = new LinkedHashMap<>();
dataList.add(data);
data.put("id", 1L);
data.put("user_id", 1L);
data.put("label", "a");
dml.setData(dataList);
String database = dml.getDatabase();
String table = dml.getTable();
Map<String, ESSyncConfig> esSyncConfigs = esAdapter.getDbTableEsSyncConfig().get(database + "-" + table);
esAdapter.getEsSyncService().sync(esSyncConfigs.values(), dml);
GetResponse response = esAdapter.getEsConnection()
.getTransportClient()
.prepareGet("mytest_user", "_doc", "1")
.get();
Assert.assertEquals("b_", response.getSource().get("_labels"));
}
}

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@@ -1,145 +0,0 @@
package com.alibaba.otter.canal.client.adapter.es.test.sync;
import java.util.ArrayList;
import java.util.Date;
import java.util.LinkedHashMap;
import java.util.List;
import java.util.Map;
import javax.sql.DataSource;
import org.elasticsearch.action.get.GetResponse;
import org.junit.Assert;
import org.junit.Before;
import org.junit.Ignore;
import org.junit.Test;
import com.alibaba.otter.canal.client.adapter.es.ESAdapter;
import com.alibaba.otter.canal.client.adapter.es.config.ESSyncConfig;
import com.alibaba.otter.canal.client.adapter.support.DatasourceConfig;
import com.alibaba.otter.canal.client.adapter.support.Dml;
@Ignore
public class LabelSyncJoinSubTest {
private ESAdapter esAdapter;
@Before
public void init() {
// AdapterConfigs.put("es", "mytest_user_join_sub.yml");
esAdapter = Common.init();
}
/**
* 子查询从表插入
*/
@Test
public void test01() {
DataSource ds = DatasourceConfig.DATA_SOURCES.get("defaultDS");
Common.sqlExe(ds, "delete from label where id=1 or id=2");
Common.sqlExe(ds, "insert into label (id,user_id,label) values (1,1,'a')");
Common.sqlExe(ds, "insert into label (id,user_id,label) values (2,1,'b')");
Dml dml = new Dml();
dml.setDestination("example");
dml.setTs(new Date().getTime());
dml.setType("INSERT");
dml.setDatabase("mytest");
dml.setTable("label");
List<Map<String, Object>> dataList = new ArrayList<>();
Map<String, Object> data = new LinkedHashMap<>();
dataList.add(data);
data.put("id", 2L);
data.put("user_id", 1L);
data.put("label", "b");
dml.setData(dataList);
String database = dml.getDatabase();
String table = dml.getTable();
Map<String, ESSyncConfig> esSyncConfigs = esAdapter.getDbTableEsSyncConfig().get(database + "-" + table);
esAdapter.getEsSyncService().sync(esSyncConfigs.values(), dml);
GetResponse response = esAdapter.getEsConnection()
.getTransportClient()
.prepareGet("mytest_user", "_doc", "1")
.get();
Assert.assertEquals("b;a", response.getSource().get("_labels"));
}
/**
* 子查询从表更新
*/
@Test
public void test02() {
DataSource ds = DatasourceConfig.DATA_SOURCES.get("defaultDS");
Common.sqlExe(ds, "update label set label='aa' where id=1");
Dml dml = new Dml();
dml.setDestination("example");
dml.setTs(new Date().getTime());
dml.setType("UPDATE");
dml.setDatabase("mytest");
dml.setTable("label");
List<Map<String, Object>> dataList = new ArrayList<>();
Map<String, Object> data = new LinkedHashMap<>();
dataList.add(data);
data.put("id", 1L);
data.put("user_id", 1L);
data.put("label", "aa");
dml.setData(dataList);
List<Map<String, Object>> oldList = new ArrayList<>();
Map<String, Object> old = new LinkedHashMap<>();
oldList.add(old);
old.put("label", "a");
dml.setOld(oldList);
String database = dml.getDatabase();
String table = dml.getTable();
Map<String, ESSyncConfig> esSyncConfigs = esAdapter.getDbTableEsSyncConfig().get(database + "-" + table);
esAdapter.getEsSyncService().sync(esSyncConfigs.values(), dml);
GetResponse response = esAdapter.getEsConnection()
.getTransportClient()
.prepareGet("mytest_user", "_doc", "1")
.get();
Assert.assertEquals("b;aa", response.getSource().get("_labels"));
}
/**
* 子查询从表删除
*/
@Test
public void test03() {
DataSource ds = DatasourceConfig.DATA_SOURCES.get("defaultDS");
Common.sqlExe(ds, "delete from label where id=1");
Dml dml = new Dml();
dml.setDestination("example");
dml.setTs(new Date().getTime());
dml.setType("DELETE");
dml.setDatabase("mytest");
dml.setTable("label");
List<Map<String, Object>> dataList = new ArrayList<>();
Map<String, Object> data = new LinkedHashMap<>();
dataList.add(data);
data.put("id", 1L);
data.put("user_id", 1L);
data.put("label", "a");
dml.setData(dataList);
String database = dml.getDatabase();
String table = dml.getTable();
Map<String, ESSyncConfig> esSyncConfigs = esAdapter.getDbTableEsSyncConfig().get(database + "-" + table);
esAdapter.getEsSyncService().sync(esSyncConfigs.values(), dml);
GetResponse response = esAdapter.getEsConnection()
.getTransportClient()
.prepareGet("mytest_user", "_doc", "1")
.get();
Assert.assertEquals("b", response.getSource().get("_labels"));
}
}

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@@ -1,107 +0,0 @@
package com.alibaba.otter.canal.client.adapter.es.test.sync;
import java.util.ArrayList;
import java.util.Date;
import java.util.LinkedHashMap;
import java.util.List;
import java.util.Map;
import javax.sql.DataSource;
import org.elasticsearch.action.get.GetResponse;
import org.junit.Assert;
import org.junit.Before;
import org.junit.Ignore;
import org.junit.Test;
import com.alibaba.otter.canal.client.adapter.es.ESAdapter;
import com.alibaba.otter.canal.client.adapter.es.config.ESSyncConfig;
import com.alibaba.otter.canal.client.adapter.support.DatasourceConfig;
import com.alibaba.otter.canal.client.adapter.support.Dml;
@Ignore
public class RoleSyncJoinOne2Test {
private ESAdapter esAdapter;
@Before
public void init() {
// AdapterConfigs.put("es", "mytest_user_join_one2.yml");
esAdapter = Common.init();
}
/**
* 带函数非子查询从表插入
*/
@Test
public void test01() {
DataSource ds = DatasourceConfig.DATA_SOURCES.get("defaultDS");
Common.sqlExe(ds, "delete from role where id=1");
Common.sqlExe(ds, "insert into role (id,role_name) values (1,'admin')");
Dml dml = new Dml();
dml.setDestination("example");
dml.setTs(new Date().getTime());
dml.setType("INSERT");
dml.setDatabase("mytest");
dml.setTable("role");
List<Map<String, Object>> dataList = new ArrayList<>();
Map<String, Object> data = new LinkedHashMap<>();
dataList.add(data);
data.put("id", 1L);
data.put("role_name", "admin");
dml.setData(dataList);
String database = dml.getDatabase();
String table = dml.getTable();
Map<String, ESSyncConfig> esSyncConfigs = esAdapter.getDbTableEsSyncConfig().get(database + "-" + table);
esAdapter.getEsSyncService().sync(esSyncConfigs.values(), dml);
GetResponse response = esAdapter.getEsConnection()
.getTransportClient()
.prepareGet("mytest_user", "_doc", "1")
.get();
Assert.assertEquals("admin_", response.getSource().get("_role_name"));
}
/**
* 带函数非子查询从表更新
*/
@Test
public void test02() {
DataSource ds = DatasourceConfig.DATA_SOURCES.get("defaultDS");
Common.sqlExe(ds, "update role set role_name='admin3' where id=1");
Dml dml = new Dml();
dml.setDestination("example");
dml.setTs(new Date().getTime());
dml.setType("UPDATE");
dml.setDatabase("mytest");
dml.setTable("role");
List<Map<String, Object>> dataList = new ArrayList<>();
Map<String, Object> data = new LinkedHashMap<>();
dataList.add(data);
data.put("id", 1L);
data.put("role_name", "admin3");
dml.setData(dataList);
List<Map<String, Object>> oldList = new ArrayList<>();
Map<String, Object> old = new LinkedHashMap<>();
oldList.add(old);
old.put("role_name", "admin");
dml.setOld(oldList);
String database = dml.getDatabase();
String table = dml.getTable();
Map<String, ESSyncConfig> esSyncConfigs = esAdapter.getDbTableEsSyncConfig().get(database + "-" + table);
esAdapter.getEsSyncService().sync(esSyncConfigs.values(), dml);
GetResponse response = esAdapter.getEsConnection()
.getTransportClient()
.prepareGet("mytest_user", "_doc", "1")
.get();
Assert.assertEquals("admin3_", response.getSource().get("_role_name"));
}
}

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@@ -1,197 +0,0 @@
package com.alibaba.otter.canal.client.adapter.es.test.sync;
import java.util.ArrayList;
import java.util.Date;
import java.util.LinkedHashMap;
import java.util.List;
import java.util.Map;
import javax.sql.DataSource;
import org.elasticsearch.action.get.GetResponse;
import org.junit.Assert;
import org.junit.Before;
import org.junit.Ignore;
import org.junit.Test;
import com.alibaba.otter.canal.client.adapter.es.ESAdapter;
import com.alibaba.otter.canal.client.adapter.es.config.ESSyncConfig;
import com.alibaba.otter.canal.client.adapter.support.DatasourceConfig;
import com.alibaba.otter.canal.client.adapter.support.Dml;
@Ignore
public class RoleSyncJoinOneTest {
private ESAdapter esAdapter;
@Before
public void init() {
// AdapterConfigs.put("es", "mytest_user_join_one.yml");
esAdapter = Common.init();
}
/**
* 非子查询从表插入
*/
@Test
public void test01() {
DataSource ds = DatasourceConfig.DATA_SOURCES.get("defaultDS");
Common.sqlExe(ds, "delete from role where id=1");
Common.sqlExe(ds, "insert into role (id,role_name) values (1,'admin')");
Dml dml = new Dml();
dml.setDestination("example");
dml.setTs(new Date().getTime());
dml.setType("INSERT");
dml.setDatabase("mytest");
dml.setTable("role");
List<Map<String, Object>> dataList = new ArrayList<>();
Map<String, Object> data = new LinkedHashMap<>();
dataList.add(data);
data.put("id", 1L);
data.put("role_name", "admin");
dml.setData(dataList);
String database = dml.getDatabase();
String table = dml.getTable();
Map<String, ESSyncConfig> esSyncConfigs = esAdapter.getDbTableEsSyncConfig().get(database + "-" + table);
esAdapter.getEsSyncService().sync(esSyncConfigs.values(), dml);
GetResponse response = esAdapter.getEsConnection().getTransportClient().prepareGet("mytest_user", "_doc", "1").get();
Assert.assertEquals("admin", response.getSource().get("_role_name"));
}
/**
* 非子查询从表更新
*/
@Test
public void test02() {
DataSource ds = DatasourceConfig.DATA_SOURCES.get("defaultDS");
Common.sqlExe(ds, "update role set role_name='admin2' where id=1");
Dml dml = new Dml();
dml.setDestination("example");
dml.setTs(new Date().getTime());
dml.setType("UPDATE");
dml.setDatabase("mytest");
dml.setTable("role");
List<Map<String, Object>> dataList = new ArrayList<>();
Map<String, Object> data = new LinkedHashMap<>();
dataList.add(data);
data.put("id", 1L);
data.put("role_name", "admin2");
dml.setData(dataList);
List<Map<String, Object>> oldList = new ArrayList<>();
Map<String, Object> old = new LinkedHashMap<>();
oldList.add(old);
old.put("role_name", "admin");
dml.setOld(oldList);
String database = dml.getDatabase();
String table = dml.getTable();
Map<String, ESSyncConfig> esSyncConfigs = esAdapter.getDbTableEsSyncConfig().get(database + "-" + table);
esAdapter.getEsSyncService().sync(esSyncConfigs.values(), dml);
GetResponse response = esAdapter.getEsConnection().getTransportClient().prepareGet("mytest_user", "_doc", "1").get();
Assert.assertEquals("admin2", response.getSource().get("_role_name"));
}
/**
* 主表更新外键值
*/
@Test
public void test03() {
DataSource ds = DatasourceConfig.DATA_SOURCES.get("defaultDS");
Common.sqlExe(ds, "delete from role where id=2");
Common.sqlExe(ds, "insert into role (id,role_name) values (2,'operator')");
Common.sqlExe(ds, "update user set role_id=2 where id=1");
Dml dml = new Dml();
dml.setDestination("example");
dml.setTs(new Date().getTime());
dml.setType("UPDATE");
dml.setDatabase("mytest");
dml.setTable("user");
List<Map<String, Object>> dataList = new ArrayList<>();
Map<String, Object> data = new LinkedHashMap<>();
dataList.add(data);
data.put("id", 1L);
data.put("role_id", 2L);
dml.setData(dataList);
List<Map<String, Object>> oldList = new ArrayList<>();
Map<String, Object> old = new LinkedHashMap<>();
oldList.add(old);
old.put("role_id", 1L);
dml.setOld(oldList);
String database = dml.getDatabase();
String table = dml.getTable();
Map<String, ESSyncConfig> esSyncConfigs = esAdapter.getDbTableEsSyncConfig().get(database + "-" + table);
esAdapter.getEsSyncService().sync(esSyncConfigs.values(), dml);
GetResponse response = esAdapter.getEsConnection().getTransportClient().prepareGet("mytest_user", "_doc", "1").get();
Assert.assertEquals("operator", response.getSource().get("_role_name"));
Common.sqlExe(ds, "update user set role_id=1 where id=1");
Dml dml2 = new Dml();
dml2.setDestination("example");
dml2.setTs(new Date().getTime());
dml2.setType("UPDATE");
dml2.setDatabase("mytest");
dml2.setTable("user");
List<Map<String, Object>> dataList2 = new ArrayList<>();
Map<String, Object> data2 = new LinkedHashMap<>();
dataList2.add(data2);
data2.put("id", 1L);
data2.put("role_id", 1L);
dml2.setData(dataList2);
List<Map<String, Object>> oldList2 = new ArrayList<>();
Map<String, Object> old2 = new LinkedHashMap<>();
oldList2.add(old2);
old2.put("role_id", 2L);
dml2.setOld(oldList2);
esAdapter.getEsSyncService().sync(esSyncConfigs.values(), dml2);
GetResponse response2 = esAdapter.getEsConnection().getTransportClient().prepareGet("mytest_user", "_doc", "1").get();
Assert.assertEquals("admin2", response2.getSource().get("_role_name"));
}
/**
* 非子查询从表删除
*/
@Test
public void test04() {
DataSource ds = DatasourceConfig.DATA_SOURCES.get("defaultDS");
Common.sqlExe(ds, "delete from role where id=1");
Dml dml = new Dml();
dml.setDestination("example");
dml.setTs(new Date().getTime());
dml.setType("DELETE");
dml.setDatabase("mytest");
dml.setTable("role");
List<Map<String, Object>> dataList = new ArrayList<>();
Map<String, Object> data = new LinkedHashMap<>();
dataList.add(data);
data.put("id", 1L);
data.put("role_name", "admin");
dml.setData(dataList);
String database = dml.getDatabase();
String table = dml.getTable();
Map<String, ESSyncConfig> esSyncConfigs = esAdapter.getDbTableEsSyncConfig().get(database + "-" + table);
esAdapter.getEsSyncService().sync(esSyncConfigs.values(), dml);
GetResponse response = esAdapter.getEsConnection()
.getTransportClient().prepareGet("mytest_user", "_doc", "1").get();
Assert.assertNull(response.getSource().get("_role_name"));
}
}

View File

@@ -1,108 +0,0 @@
package com.alibaba.otter.canal.client.adapter.es.test.sync;
import java.util.ArrayList;
import java.util.Date;
import java.util.LinkedHashMap;
import java.util.List;
import java.util.Map;
import javax.sql.DataSource;
import org.elasticsearch.action.get.GetResponse;
import org.junit.Assert;
import org.junit.Before;
import org.junit.Ignore;
import org.junit.Test;
import com.alibaba.otter.canal.client.adapter.es.ESAdapter;
import com.alibaba.otter.canal.client.adapter.es.config.ESSyncConfig;
import com.alibaba.otter.canal.client.adapter.support.DatasourceConfig;
import com.alibaba.otter.canal.client.adapter.support.Dml;
@Ignore
public class UserSyncJoinOneTest {
private ESAdapter esAdapter;
@Before
public void init() {
// AdapterConfigs.put("es", "mytest_user_join_one.yml");
esAdapter = Common.init();
}
/**
* 主表带函数插入
*/
@Test
public void test01() {
DataSource ds = DatasourceConfig.DATA_SOURCES.get("defaultDS");
Common.sqlExe(ds, "delete from user where id=1");
Common.sqlExe(ds, "insert into user (id,name,role_id) values (1,'Eric',1)");
Dml dml = new Dml();
dml.setDestination("example");
dml.setTs(new Date().getTime());
dml.setType("INSERT");
dml.setDatabase("mytest");
dml.setTable("user");
List<Map<String, Object>> dataList = new ArrayList<>();
Map<String, Object> data = new LinkedHashMap<>();
dataList.add(data);
data.put("id", 1L);
data.put("name", "Eric");
data.put("role_id", 1L);
data.put("c_time", new Date());
dml.setData(dataList);
String database = dml.getDatabase();
String table = dml.getTable();
Map<String, ESSyncConfig> esSyncConfigs = esAdapter.getDbTableEsSyncConfig().get(database + "-" + table);
esAdapter.getEsSyncService().sync(esSyncConfigs.values(), dml);
GetResponse response = esAdapter.getEsConnection()
.getTransportClient()
.prepareGet("mytest_user", "_doc", "1")
.get();
Assert.assertEquals("Eric_", response.getSource().get("_name"));
}
/**
* 主表带函数更新
*/
@Test
public void test02() {
DataSource ds = DatasourceConfig.DATA_SOURCES.get("defaultDS");
Common.sqlExe(ds, "update user set name='Eric2' where id=1");
Dml dml = new Dml();
dml.setDestination("example");
dml.setTs(new Date().getTime());
dml.setType("UPDATE");
dml.setDatabase("mytest");
dml.setTable("user");
List<Map<String, Object>> dataList = new ArrayList<>();
Map<String, Object> data = new LinkedHashMap<>();
dataList.add(data);
data.put("id", 1L);
data.put("name", "Eric2");
dml.setData(dataList);
List<Map<String, Object>> oldList = new ArrayList<>();
Map<String, Object> old = new LinkedHashMap<>();
oldList.add(old);
old.put("name", "Eric");
dml.setOld(oldList);
String database = dml.getDatabase();
String table = dml.getTable();
Map<String, ESSyncConfig> esSyncConfigs = esAdapter.getDbTableEsSyncConfig().get(database + "-" + table);
esAdapter.getEsSyncService().sync(esSyncConfigs.values(), dml);
GetResponse response = esAdapter.getEsConnection()
.getTransportClient()
.prepareGet("mytest_user", "_doc", "1")
.get();
Assert.assertEquals("Eric2_", response.getSource().get("_name"));
}
}

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@@ -1,137 +0,0 @@
package com.alibaba.otter.canal.client.adapter.es.test.sync;
import java.util.ArrayList;
import java.util.Date;
import java.util.LinkedHashMap;
import java.util.List;
import java.util.Map;
import org.elasticsearch.action.get.GetResponse;
import org.junit.Assert;
import org.junit.Before;
import org.junit.Ignore;
import org.junit.Test;
import com.alibaba.otter.canal.client.adapter.es.ESAdapter;
import com.alibaba.otter.canal.client.adapter.es.config.ESSyncConfig;
import com.alibaba.otter.canal.client.adapter.support.Dml;
@Ignore
public class UserSyncSingleTest {
private ESAdapter esAdapter;
@Before
public void init() {
// AdapterConfigs.put("es", "mytest_user_single.yml");
esAdapter = Common.init();
}
/**
* 单表插入
*/
@Test
public void test01() {
Dml dml = new Dml();
dml.setDestination("example");
dml.setTs(new Date().getTime());
dml.setType("INSERT");
dml.setDatabase("mytest");
dml.setTable("user");
List<Map<String, Object>> dataList = new ArrayList<>();
Map<String, Object> data = new LinkedHashMap<>();
dataList.add(data);
data.put("id", 1L);
data.put("name", "Eric");
data.put("role_id", 1L);
data.put("c_time", new Date());
dml.setData(dataList);
String database = dml.getDatabase();
String table = dml.getTable();
Map<String, ESSyncConfig> esSyncConfigs = esAdapter.getDbTableEsSyncConfig().get(database + "-" + table);
esAdapter.getEsSyncService().sync(esSyncConfigs.values(), dml);
GetResponse response = esAdapter.getEsConnection()
.getTransportClient()
.prepareGet("mytest_user", "_doc", "1")
.get();
Assert.assertEquals("Eric", response.getSource().get("_name"));
}
/**
* 单表更新
*/
@Test
public void test02() {
Dml dml = new Dml();
dml.setDestination("example");
dml.setTs(new Date().getTime());
dml.setType("UPDATE");
dml.setDatabase("mytest");
dml.setTable("user");
List<Map<String, Object>> dataList = new ArrayList<>();
Map<String, Object> data = new LinkedHashMap<>();
dataList.add(data);
data.put("id", 1L);
data.put("name", "Eric2");
dml.setData(dataList);
List<Map<String, Object>> oldList = new ArrayList<>();
Map<String, Object> old = new LinkedHashMap<>();
oldList.add(old);
old.put("name", "Eric");
dml.setOld(oldList);
String database = dml.getDatabase();
String table = dml.getTable();
Map<String, ESSyncConfig> esSyncConfigs = esAdapter.getDbTableEsSyncConfig().get(database + "-" + table);
esAdapter.getEsSyncService().sync(esSyncConfigs.values(), dml);
GetResponse response = esAdapter.getEsConnection()
.getTransportClient()
.prepareGet("mytest_user", "_doc", "1")
.get();
Assert.assertEquals("Eric2", response.getSource().get("_name"));
}
/**
* 单表删除
*/
@Test
public void test03() {
Dml dml = new Dml();
dml.setDestination("example");
dml.setTs(new Date().getTime());
dml.setType("DELETE");
dml.setDatabase("mytest");
dml.setTable("user");
List<Map<String, Object>> dataList = new ArrayList<>();
Map<String, Object> data = new LinkedHashMap<>();
dataList.add(data);
data.put("id", 1L);
data.put("name", "Eric");
data.put("role_id", 1L);
data.put("c_time", new Date());
dml.setData(dataList);
String database = dml.getDatabase();
String table = dml.getTable();
Map<String, ESSyncConfig> esSyncConfigs = esAdapter.getDbTableEsSyncConfig().get(database + "-" + table);
esAdapter.getEsSyncService().sync(esSyncConfigs.values(), dml);
GetResponse response = esAdapter.getEsConnection()
.getTransportClient()
.prepareGet("mytest_user", "_doc", "1")
.get();
Assert.assertNull(response.getSource());
}
// @After
// public void after() {
// esAdapter.destroy();
// DatasourceConfig.DATA_SOURCES.values().forEach(DruidDataSource::close);
// }
}

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@@ -1,39 +0,0 @@
-- ----------------------------
-- Table structure for label
-- ----------------------------
DROP TABLE IF EXISTS `label`;
CREATE TABLE `label` (
`id` bigint(20) NOT NULL AUTO_INCREMENT,
`user_id` bigint(20) NOT NULL,
`label` varchar(30) NOT NULL,
PRIMARY KEY (`id`)
) ENGINE=InnoDB AUTO_INCREMENT=3 DEFAULT CHARSET=utf8mb4;
-- ----------------------------
-- Table structure for role
-- ----------------------------
DROP TABLE IF EXISTS `role`;
CREATE TABLE `role` (
`id` bigint(20) NOT NULL AUTO_INCREMENT,
`role_name` varchar(30) NOT NULL,
PRIMARY KEY (`id`)
) ENGINE=InnoDB AUTO_INCREMENT=3 DEFAULT CHARSET=utf8mb4;
-- ----------------------------
-- Table structure for user
-- ----------------------------
DROP TABLE IF EXISTS `user`;
CREATE TABLE `user` (
`id` bigint(20) NOT NULL AUTO_INCREMENT,
`name` varchar(30) NOT NULL,
`c_time` datetime NOT NULL DEFAULT CURRENT_TIMESTAMP,
`role_id` bigint(20) DEFAULT NULL,
PRIMARY KEY (`id`)
) ENGINE=InnoDB AUTO_INCREMENT=3 DEFAULT CHARSET=utf8mb4;
insert into user (id,name,role_id) values (1,'Eric',1);
insert into role (id,role_name) values (1,'admin');
insert into role (id,role_name) values (2,'operator');
insert into label (id,user_id,label) values (1,1,'a');
insert into label (id,user_id,label) values (2,1,'b');
commit;

View File

@@ -1,21 +0,0 @@
{
"_doc": {
"properties": {
"_name": {
"type": "text"
},
"_role_id": {
"type": "long"
},
"_role_name": {
"type": "text"
},
"_labels": {
"type": "text"
},
"_c_time": {
"type": "date"
}
}
}
}

View File

@@ -1,8 +0,0 @@
dataSourceKey: defaultDS
destination: example
esMapping:
_index: mytest_user
_type: _doc
_id: _id
sql: "select a.id as _id, a.name as _name, a.role_id as _role_id, a.c_time as _c_time from user a"
commitBatch: 3000

View File

@@ -1,13 +0,0 @@
<?xml version="1.0" encoding="UTF-8"?>
<Configuration status="WARN">
<Appenders>
<Console name="Console" target="SYSTEM_OUT">
<PatternLayout pattern="%d{HH:mm:ss.SSS} [%t] %-5level %logger{36} - %msg%n"/>
</Console>
</Appenders>
<Loggers>
<Root level="ERROR">
<AppenderRef ref="Console"/>
</Root>
</Loggers>
</Configuration>

View File

@@ -1,13 +0,0 @@
<configuration scan="true" scanPeriod=" 5 seconds">
<jmxConfigurator />
<appender name="STDOUT" class="ch.qos.logback.core.ConsoleAppender">
<encoder>
<pattern>%d{yyyy-MM-dd HH:mm:ss.SSS} [%thread] %-5level %logger{56} - %msg%n
</pattern>
</encoder>
</appender>
<root level="TRACE">
<appender-ref ref="STDOUT"/>
</root>
</configuration>

View File

@@ -20,7 +20,6 @@
<module>common</module>
<module>logger</module>
<module>hbase</module>
<module>elasticsearch</module>
<module>launcher</module>
<module>rdb</module>
<module>es6x</module>