enhance clickhouse support (#4957)

This commit is contained in:
xander-os
2023-12-04 09:34:43 +08:00
committed by GitHub
parent ca79258e4f
commit 9baeff55e4
23 changed files with 2687 additions and 0 deletions

View File

@@ -0,0 +1,334 @@
package com.alibaba.otter.canal.client.adapter.clickhouse;
import com.alibaba.druid.filter.stat.StatFilter;
import com.alibaba.druid.pool.DruidDataSource;
import com.alibaba.druid.util.JdbcUtils;
import com.alibaba.otter.canal.client.adapter.OuterAdapter;
import com.alibaba.otter.canal.client.adapter.clickhouse.config.ConfigLoader;
import com.alibaba.otter.canal.client.adapter.clickhouse.config.MappingConfig;
import com.alibaba.otter.canal.client.adapter.clickhouse.config.MirrorDbConfig;
import com.alibaba.otter.canal.client.adapter.clickhouse.monitor.ClickHouseConfigMonitor;
import com.alibaba.otter.canal.client.adapter.clickhouse.service.ClickHouseBatchSyncService;
import com.alibaba.otter.canal.client.adapter.clickhouse.service.ClickHouseEtlService;
import com.alibaba.otter.canal.client.adapter.clickhouse.service.ClickHouseMirrorDbBatchSyncService;
import com.alibaba.otter.canal.client.adapter.clickhouse.support.SyncUtil;
import com.alibaba.otter.canal.client.adapter.support.*;
import org.apache.commons.lang.BooleanUtils;
import org.apache.commons.lang.StringUtils;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import java.sql.Connection;
import java.sql.SQLException;
import java.util.*;
import java.util.concurrent.ConcurrentHashMap;
/**
* ClickHouse Adapter implementation
*
* @author: Xander
* @date: Created in 2023/11/10 1:13
* @email: zhrunxin33@gmail.com
*/
@SPI
public class ClickHouseAdapter implements OuterAdapter {
private static final Logger logger = LoggerFactory.getLogger(ClickHouseAdapter.class);
private Map<String, MappingConfig> clickHouseMapping = new ConcurrentHashMap<>(); // Store the mapping of filename and configuration, load yml files below resource path
private Map<String, Map<String, MappingConfig>> mappingConfigCache = new ConcurrentHashMap<>(); // Schema -> Table -> MappingConfig
private Map<String, MirrorDbConfig> mirrorDbConfigCache = new ConcurrentHashMap<>(); // Mirror DB Configuration, don't need to load column mapping
private DruidDataSource dataSource;
private ClickHouseBatchSyncService clickHouseBatchSyncService;
private ClickHouseMirrorDbBatchSyncService clickHouseMirrorDbBatchSyncService;
private Properties envProperties;
private OuterAdapterConfig configuration; // Launch configuration
private ClickHouseConfigMonitor clickHouseConfigMonitor;
public Map<String, MappingConfig> getClickHouseMapping() {
return clickHouseMapping;
}
@Override
public void init(OuterAdapterConfig configuration, Properties envProperties) {
this.envProperties = envProperties;
this.configuration = configuration;
// Load DB type from adapter.launch/bootstrap.yml
Map<String, String> properties = configuration.getProperties();
String dbType = JdbcUtils.getDbType(properties.get("jdbc.url"), null);
// 当.yml文件编码格式存在问题,此处clickhouse yml文件构建 可能会抛出异常
Map<String, MappingConfig> clickHouseMappingTmp = ConfigLoader.load(envProperties);
// 过滤不匹配的key的配置
clickHouseMappingTmp.forEach((key, config) -> {
addConfig(key, config);
});
if (clickHouseMapping.isEmpty()) {
throw new RuntimeException("No clickhouse adapter found for config key: " + configuration.getKey());
}
// 初始化连接池
dataSource = new DruidDataSource();
dataSource.setDriverClassName(properties.get("jdbc.driverClassName"));
dataSource.setUrl(properties.get("jdbc.url"));
dataSource.setUsername(properties.get("jdbc.username"));
dataSource.setPassword(properties.get("jdbc.password"));
dataSource.setInitialSize(1);
dataSource.setMinIdle(1);
dataSource.setMaxActive(30);
dataSource.setMaxWait(60000);
dataSource.setTimeBetweenEvictionRunsMillis(60000);
dataSource.setMinEvictableIdleTimeMillis(300000);
dataSource.setUseUnfairLock(true);
dataSource.setDefaultAutoCommit(false); // disable auto commit or disable Transactional
dataSource.setDbType(dbType);
if ("true".equals(properties.getOrDefault("druid.stat.enable", "true"))) {
StatFilter statFilter = new StatFilter();
statFilter.setSlowSqlMillis(Long.parseLong(properties.getOrDefault("druid.stat.slowSqlMillis", "1000")));
statFilter.setMergeSql(true);
statFilter.setLogSlowSql(true);
dataSource.setProxyFilters(Collections.singletonList(statFilter));
}
try {
dataSource.init();
} catch (SQLException e) {
logger.error("ERROR ## failed to initial datasource: " + properties.get("jdbc.url"), e);
}
String threads = properties.get("threads");
String scheduleTime = properties.get("scheduleTime");
String batchSize = properties.get("batchSize");
boolean skipDupException = BooleanUtils.toBoolean(configuration.getProperties()
.getOrDefault("skipDupException", "true"));
clickHouseBatchSyncService = new ClickHouseBatchSyncService(dataSource,
threads != null ? Integer.valueOf(threads) : null,
batchSize != null ? Integer.valueOf(batchSize) : null,
scheduleTime != null ? Long.valueOf(scheduleTime) : null,
skipDupException);
clickHouseMirrorDbBatchSyncService = new ClickHouseMirrorDbBatchSyncService(mirrorDbConfigCache,
dataSource,
threads != null ? Integer.valueOf(threads) : null,
batchSize != null ? Integer.valueOf(batchSize) : null,
scheduleTime != null ? Long.valueOf(scheduleTime) : null,
clickHouseBatchSyncService.getColumnsTypeCache(),
skipDupException);
clickHouseConfigMonitor = new ClickHouseConfigMonitor();
clickHouseConfigMonitor.init(configuration.getKey(), this, envProperties);
}
/**
* Sync main entrance
*
* @param dmls 数据包
*/
@Override
public void sync(List<Dml> dmls) {
if (dmls == null || dmls.isEmpty()) {
return;
}
try {
// If mappingConfigCache(column mapping) is empty, that must be mirroring synchronize
if (!mappingConfigCache.isEmpty()) {
clickHouseBatchSyncService.sync(mappingConfigCache, dmls, envProperties);
}
clickHouseMirrorDbBatchSyncService.sync(dmls);
} catch (Exception e) {
throw new RuntimeException(e);
}
}
/**
* Destroy
*/
@Override
public void destroy() {
if (clickHouseConfigMonitor != null) {
clickHouseConfigMonitor.destroy();
}
if (clickHouseBatchSyncService != null) {
clickHouseBatchSyncService.close();
}
if (dataSource != null) {
dataSource.close();
}
}
/**
* ETL方法
*
* @param task 任务名, 对应配置名
* @param params etl筛选条件
* @return ETL结果
*/
@Override
public EtlResult etl(String task, List<String> params) {
EtlResult etlResult = new EtlResult();
MappingConfig config = clickHouseMapping.get(task);
ClickHouseEtlService clickhouseEtlService = new ClickHouseEtlService(dataSource, config);
if (config != null) {
return clickhouseEtlService.importData(params);
} else {
StringBuilder resultMsg = new StringBuilder();
boolean resSucc = true;
for (MappingConfig configTmp : clickHouseMapping.values()) {
// 取所有的destination为task的配置
if (configTmp.getDestination().equals(task)) {
EtlResult etlRes = clickhouseEtlService.importData(params);
if (!etlRes.getSucceeded()) {
resSucc = false;
resultMsg.append(etlRes.getErrorMessage()).append("\n");
} else {
resultMsg.append(etlRes.getResultMessage()).append("\n");
}
}
}
if (resultMsg.length() > 0) {
etlResult.setSucceeded(resSucc);
if (resSucc) {
etlResult.setResultMessage(resultMsg.toString());
} else {
etlResult.setErrorMessage(resultMsg.toString());
}
return etlResult;
}
}
etlResult.setSucceeded(false);
etlResult.setErrorMessage("Task not found");
return etlResult;
}
/**
* 获取总数方法
*
* @param task 任务名, 对应配置名
* @return 总数
*/
@Override
public Map<String, Object> count(String task) {
MappingConfig config = clickHouseMapping.get(task);
MappingConfig.DbMapping dbMapping = config.getDbMapping();
String sql = "SELECT COUNT(1) AS cnt FROM " + SyncUtil.getDbTableName(dbMapping, dataSource.getDbType());
Connection conn = null;
Map<String, Object> res = new LinkedHashMap<>();
try {
conn = dataSource.getConnection();
Util.sqlRS(conn, sql, rs -> {
try {
if (rs.next()) {
Long rowCount = rs.getLong("cnt");
res.put("count", rowCount);
}
} catch (SQLException e) {
logger.error(e.getMessage(), e);
}
});
} catch (SQLException e) {
logger.error(e.getMessage(), e);
} finally {
if (conn != null) {
try {
conn.close();
} catch (SQLException e) {
logger.error(e.getMessage(), e);
}
}
}
res.put("targetTable", SyncUtil.getDbTableName(dbMapping, dataSource.getDbType()));
return res;
}
/**
* 获取对应canal instance name 或 mq topic
*
* @param task 任务名, 对应配置名
* @return destination
*/
@Override
public String getDestination(String task) {
MappingConfig config = clickHouseMapping.get(task);
if (config != null) {
return config.getDestination();
}
return null;
}
private void addSyncConfigToCache(String configName, MappingConfig mappingConfig) {
if (!mappingConfig.getDbMapping().getMirrorDb()) {
String key;
if (envProperties != null && !"tcp".equalsIgnoreCase(envProperties.getProperty("canal.conf.mode"))) {
key = StringUtils.trimToEmpty(mappingConfig.getDestination()) + "-"
+ StringUtils.trimToEmpty(mappingConfig.getGroupId()) + "_"
+ mappingConfig.getDbMapping().getDatabase() + "-" + mappingConfig.getDbMapping().getTable();
} else {
key = StringUtils.trimToEmpty(mappingConfig.getDestination()) + "_"
+ mappingConfig.getDbMapping().getDatabase() + "-" + mappingConfig.getDbMapping().getTable();
}
Map<String, MappingConfig> configMap = mappingConfigCache.computeIfAbsent(key,
k1 -> new ConcurrentHashMap<>());
configMap.put(configName, mappingConfig);
} else {
// mirrorDB
String key = StringUtils.trimToEmpty(mappingConfig.getDestination()) + "."
+ mappingConfig.getDbMapping().getDatabase();
mirrorDbConfigCache.put(key, MirrorDbConfig.create(configName, mappingConfig));
}
}
public boolean addConfig(String fileName, MappingConfig config) {
if (match(config)) {
clickHouseMapping.put(fileName, config);
addSyncConfigToCache(fileName, config);
FileName2KeyMapping.register(getClass().getAnnotation(SPI.class).value(), fileName,
configuration.getKey());
return true;
}
return false;
}
public void updateConfig(String fileName, MappingConfig config) {
if (config.getOuterAdapterKey() != null && !config.getOuterAdapterKey()
.equals(configuration.getKey())) {
// 理论上不允许改这个 因为本身就是通过这个关联起Adapter和Config的
throw new RuntimeException("not allow to change outAdapterKey");
}
clickHouseMapping.put(fileName, config);
addSyncConfigToCache(fileName, config);
}
public void deleteConfig(String fileName) {
clickHouseMapping.remove(fileName);
for (Map<String, MappingConfig> configMap : mappingConfigCache.values()) {
if (configMap != null) {
configMap.remove(fileName);
}
}
FileName2KeyMapping.unregister(getClass().getAnnotation(SPI.class).value(), fileName);
}
private boolean match(MappingConfig config) {
boolean sameMatch = config.getOuterAdapterKey() != null && config.getOuterAdapterKey()
.equalsIgnoreCase(configuration.getKey());
boolean prefixMatch = config.getOuterAdapterKey() == null && configuration.getKey()
.startsWith(StringUtils
.join(new String[]{Util.AUTO_GENERATED_PREFIX, config.getDestination(),
config.getGroupId()}, '-'));
return sameMatch || prefixMatch;
}
}

View File

@@ -0,0 +1,49 @@
package com.alibaba.otter.canal.client.adapter.clickhouse.config;
import com.alibaba.otter.canal.client.adapter.support.MappingConfigsLoader;
import com.alibaba.otter.canal.client.adapter.support.YamlUtils;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import java.util.LinkedHashMap;
import java.util.Map;
import java.util.Properties;
/**
* CLICKHOUSE表映射配置加载器
*
* @author rewerma 2018-11-07 下午02:41:34
* @version 1.0.0
*/
public class ConfigLoader {
private static Logger logger = LoggerFactory.getLogger(ConfigLoader.class);
/**
* 加载CLICKHOUSE表映射配置
*
* @return 配置名/配置文件名--对象
*/
public static Map<String, MappingConfig> load(Properties envProperties) {
logger.info("## Start loading clickhouse mapping config ... ");
Map<String, MappingConfig> result = new LinkedHashMap<>();
Map<String, String> configContentMap = MappingConfigsLoader.loadConfigs("clickhouse");
configContentMap.forEach((fileName, content) -> {
MappingConfig config = YamlUtils.ymlToObj(null, content, MappingConfig.class, null, envProperties);
if (config == null) {
return;
}
try {
config.validate();
} catch (Exception e) {
throw new RuntimeException("ERROR Config: " + fileName + " " + e.getMessage(), e);
}
result.put(fileName, config);
});
logger.info("## ClickHouse mapping config loaded");
return result;
}
}

View File

@@ -0,0 +1,224 @@
package com.alibaba.otter.canal.client.adapter.clickhouse.config;
import com.alibaba.otter.canal.client.adapter.support.AdapterConfig;
import org.apache.commons.lang.StringUtils;
import java.util.LinkedHashMap;
import java.util.Map;
/**
* CLICKHOUSE表映射配置
*
* @author rewerma 2018-11-07 下午02:41:34
* @version 1.0.0
*/
public class MappingConfig implements AdapterConfig {
private String dataSourceKey; // 数据源key
private String destination; // canal实例或MQ的topic
private String groupId; // groupId
private String outerAdapterKey; // 对应适配器的key
private boolean concurrent = false; // 是否并行同步
private DbMapping dbMapping; // db映射配置
public String getDataSourceKey() {
return dataSourceKey;
}
public void setDataSourceKey(String dataSourceKey) {
this.dataSourceKey = dataSourceKey;
}
public String getGroupId() {
return groupId;
}
public void setGroupId(String groupId) {
this.groupId = groupId;
}
public String getOuterAdapterKey() {
return outerAdapterKey;
}
public void setOuterAdapterKey(String outerAdapterKey) {
this.outerAdapterKey = outerAdapterKey;
}
public boolean getConcurrent() {
return concurrent;
}
public void setConcurrent(boolean concurrent) {
this.concurrent = concurrent;
}
public DbMapping getDbMapping() {
return dbMapping;
}
public void setDbMapping(DbMapping dbMapping) {
this.dbMapping = dbMapping;
}
public String getDestination() {
return destination;
}
public void setDestination(String destination) {
this.destination = destination;
}
public AdapterMapping getMapping() {
return dbMapping;
}
public void validate() {
if (dbMapping.database == null || dbMapping.database.isEmpty()) {
throw new NullPointerException("dbMapping.database");
}
if (!dbMapping.getMirrorDb() && (dbMapping.table == null || dbMapping.table.isEmpty())) {
throw new NullPointerException("dbMapping.table");
}
if (!dbMapping.getMirrorDb() && (dbMapping.targetTable == null || dbMapping.targetTable.isEmpty())) {
throw new NullPointerException("dbMapping.targetTable");
}
}
public static class DbMapping implements AdapterMapping {
private boolean mirrorDb = false; // 是否镜像库
private String database; // 数据库名或schema名
private String table; // 表名
private Map<String, String> targetPk = new LinkedHashMap<>(); // 目标表主键字段
private boolean mapAll = false; // 映射所有字段
private String targetDb; // 目标库名
private String targetTable; // 目标表名
private Map<String, String> targetColumns; // 目标表字段映射
private boolean caseInsensitive = false; // 目标表不区分大小写,默认是否
private String etlCondition; // etl条件sql
private int readBatch = 5000;
private int commitBatch = 5000; // etl等批量提交大小
private Map<String, String> allMapColumns;
public boolean getMirrorDb() {
return mirrorDb;
}
public void setMirrorDb(boolean mirrorDb) {
this.mirrorDb = mirrorDb;
}
public String getDatabase() {
return database;
}
public void setDatabase(String database) {
this.database = database;
}
public String getTable() {
return table;
}
public void setTable(String table) {
this.table = table;
}
public Map<String, String> getTargetPk() {
return targetPk;
}
public void setTargetPk(Map<String, String> targetPk) {
this.targetPk = targetPk;
}
public Boolean getMapAll() {
return mapAll;
}
public void setMapAll(Boolean mapAll) {
this.mapAll = mapAll;
}
public String getTargetDb() {
return targetDb;
}
public void setTargetDb(String targetDb) {
this.targetDb = targetDb;
}
public String getTargetTable() {
return targetTable;
}
public void setTargetTable(String targetTable) {
this.targetTable = targetTable;
}
public Map<String, String> getTargetColumns() {
if (targetColumns != null) {
targetColumns.forEach((key, value) -> {
if (StringUtils.isEmpty(value)) {
targetColumns.put(key, key);
}
});
}
return targetColumns;
}
public void setTargetColumns(Map<String, String> targetColumns) {
this.targetColumns = targetColumns;
}
public boolean isCaseInsensitive() {
return caseInsensitive;
}
public void setCaseInsensitive(boolean caseInsensitive) {
this.caseInsensitive = caseInsensitive;
}
public String getEtlCondition() {
return etlCondition;
}
public void setEtlCondition(String etlCondition) {
this.etlCondition = etlCondition;
}
public int getReadBatch() {
return readBatch;
}
public void setReadBatch(int readBatch) {
this.readBatch = readBatch;
}
public int getCommitBatch() {
return commitBatch;
}
public void setCommitBatch(int commitBatch) {
this.commitBatch = commitBatch;
}
public Map<String, String> getAllMapColumns() {
return allMapColumns;
}
public void setAllMapColumns(Map<String, String> allMapColumns) {
this.allMapColumns = allMapColumns;
}
}
}

View File

@@ -0,0 +1,44 @@
package com.alibaba.otter.canal.client.adapter.clickhouse.config;
import java.util.Map;
import java.util.concurrent.ConcurrentHashMap;
public class MirrorDbConfig {
private String fileName;
private MappingConfig mappingConfig;
private Map<String, MappingConfig> tableConfig = new ConcurrentHashMap<>();
public static MirrorDbConfig create(String fileName, MappingConfig mappingConfig) {
return new MirrorDbConfig(fileName, mappingConfig);
}
public MirrorDbConfig(String fileName, MappingConfig mappingConfig){
this.fileName = fileName;
this.mappingConfig = mappingConfig;
}
public String getFileName() {
return fileName;
}
public void setFileName(String fileName) {
this.fileName = fileName;
}
public MappingConfig getMappingConfig() {
return mappingConfig;
}
public void setMappingConfig(MappingConfig mappingConfig) {
this.mappingConfig = mappingConfig;
}
public Map<String, MappingConfig> getTableConfig() {
return tableConfig;
}
public void setTableConfig(Map<String, MappingConfig> tableConfig) {
this.tableConfig = tableConfig;
}
}

View File

@@ -0,0 +1,123 @@
package com.alibaba.otter.canal.client.adapter.clickhouse.monitor;
import com.alibaba.otter.canal.client.adapter.clickhouse.ClickHouseAdapter;
import com.alibaba.otter.canal.client.adapter.clickhouse.config.MappingConfig;
import com.alibaba.otter.canal.client.adapter.support.MappingConfigsLoader;
import com.alibaba.otter.canal.client.adapter.support.Util;
import com.alibaba.otter.canal.client.adapter.support.YamlUtils;
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 java.io.File;
import java.util.Properties;
public class ClickHouseConfigMonitor {
private static final Logger logger = LoggerFactory.getLogger(ClickHouseConfigMonitor.class);
private static final String adapterName = "clickhouse";
private String key;
private ClickHouseAdapter clickHouseAdapter;
private Properties envProperties;
private FileAlterationMonitor fileMonitor;
public void init(String key, ClickHouseAdapter clickHouseAdapter, Properties envProperties) {
this.key = key;
this.clickHouseAdapter = clickHouseAdapter;
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());
MappingConfig config = YamlUtils
.ymlToObj(null, configContent, MappingConfig.class, null, envProperties);
if (config == null) {
return;
}
config.validate();
boolean result = clickHouseAdapter.addConfig(file.getName(), config);
if (result) {
logger.info("Add a new clickhouse 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 (clickHouseAdapter.getClickHouseMapping().containsKey(file.getName())) {
// 加载配置文件
String configContent = MappingConfigsLoader
.loadConfig(adapterName + File.separator + file.getName());
if (configContent == null) {
onFileDelete(file);
return;
}
MappingConfig config = YamlUtils
.ymlToObj(null, configContent, MappingConfig.class, null, envProperties);
if (config == null) {
return;
}
config.validate();
clickHouseAdapter.updateConfig(file.getName(), config);
logger.info("Change a clickhouse mapping config: {} of canal adapter", file.getName());
}
} catch (Exception e) {
logger.error(e.getMessage(), e);
}
}
@Override
public void onFileDelete(File file) {
super.onFileDelete(file);
try {
if (clickHouseAdapter.getClickHouseMapping().containsKey(file.getName())) {
clickHouseAdapter.deleteConfig(file.getName());
logger.info("Delete a clickhouse mapping config: {} of canal adapter", file.getName());
}
} catch (Exception e) {
logger.error(e.getMessage(), e);
}
}
}
}

View File

@@ -0,0 +1,553 @@
package com.alibaba.otter.canal.client.adapter.clickhouse.service;
import com.alibaba.druid.pool.DruidDataSource;
import com.alibaba.fastjson2.JSON;
import com.alibaba.fastjson2.JSONWriter.Feature;
import com.alibaba.otter.canal.client.adapter.clickhouse.config.MappingConfig;
import com.alibaba.otter.canal.client.adapter.clickhouse.config.MappingConfig.DbMapping;
import com.alibaba.otter.canal.client.adapter.clickhouse.support.BatchExecutor;
import com.alibaba.otter.canal.client.adapter.clickhouse.support.SingleDml;
import com.alibaba.otter.canal.client.adapter.clickhouse.support.SyncUtil;
import com.alibaba.otter.canal.client.adapter.support.Dml;
import com.alibaba.otter.canal.client.adapter.support.Util;
import org.apache.commons.lang.StringUtils;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import java.sql.Connection;
import java.sql.ResultSetMetaData;
import java.sql.SQLException;
import java.sql.Types;
import java.util.*;
import java.util.concurrent.*;
import java.util.function.Function;
import java.util.stream.Collectors;
/**
* ClickHouse batch synchronize
*
* @author: Xander
* @date: Created in 2023/11/10 22:23
* @email: zhrunxin33@gmail.com
*/
public class ClickHouseBatchSyncService {
private static final Logger logger = LoggerFactory.getLogger(ClickHouseBatchSyncService.class);
private DruidDataSource dataSource;
private Map<String, Map<String, Integer>> columnsTypeCache; // Cache of instance.schema.table -> <columnName, jdbcType>
private Map<MappingConfig, List<SingleDml>>[] bufferPools; // Data buffer pool store sync data, List<Dml> dispersed as arrays according to hash value
private BatchExecutor[] batchExecutors; // Batch Executor
private BatchExecutor alterExecutors; // Alter Single Executor(update/delete/truncate)
private ExecutorService[] executorThreads; // Be initialized once
private ScheduledExecutorService[] scheduledExecutors;
private int threads = 3; // Default parallel thread count
private int batchSize = 1000;
private long scheduleTime = 10;
private boolean skipDupException;
public Map<String, Map<String, Integer>> getColumnsTypeCache() {
return columnsTypeCache;
}
public ClickHouseBatchSyncService(DruidDataSource dataSource, Integer threads, Integer batchSize, Long scheduleTime, boolean skipDupException){
this(dataSource, threads, batchSize, scheduleTime, new ConcurrentHashMap<>(), skipDupException);
}
@SuppressWarnings("unchecked")
public ClickHouseBatchSyncService(DruidDataSource dataSource, Integer threads, Integer batchSize, Long scheduleTime, Map<String, Map<String, Integer>> columnsTypeCache,
boolean skipDupException){
this.dataSource = dataSource;
this.columnsTypeCache = columnsTypeCache;
this.skipDupException = skipDupException;
try {
if (threads != null) {
this.threads = threads;
}
if (batchSize != null) {
this.batchSize = batchSize;
}
if (scheduleTime != null) {
this.scheduleTime = scheduleTime;
}
this.alterExecutors = new BatchExecutor(dataSource);
this.bufferPools = new ConcurrentHashMap[this.threads];
this.batchExecutors = new BatchExecutor[this.threads];
this.executorThreads = new ExecutorService[this.threads];
this.scheduledExecutors = new ScheduledExecutorService[this.threads];
for (int i = 0; i < this.threads; i++) {
bufferPools[i] = new ConcurrentHashMap<>();
batchExecutors[i] = new BatchExecutor(dataSource);
executorThreads[i] = Executors.newSingleThreadExecutor();
scheduledExecutors[i] = Executors.newSingleThreadScheduledExecutor();
}
scheduleBatchSync();
} catch (Exception e) {
throw new RuntimeException(e);
}
}
/**
* Timing-driven event
* start schedule batch sync threadPool
*/
private void scheduleBatchSync() {
for (int i = 0; i < scheduledExecutors.length; i++) {
int index = i;
scheduledExecutors[i].scheduleAtFixedRate(()->{
List<Future<Boolean>> futures = new ArrayList<>();
for (MappingConfig mappingConfig : bufferPools[index].keySet()) {
List<SingleDml> dmls = bufferPools[index].get(mappingConfig);
if (dmls == null || dmls.isEmpty()) {
return;
}
List<SingleDml> tempDmls;
synchronized (dmls) {
tempDmls = new ArrayList<>(dmls);
dmls.clear();
}
futures.add(executorThreads[index].submit(()->{
try {
insert(batchExecutors[index], mappingConfig, tempDmls);
batchExecutors[index].commit();
return true;
} catch (Exception e){
batchExecutors[index].rollback();
throw new RuntimeException(e);
}
}));
}
}, 0, scheduleTime, TimeUnit.SECONDS);
}
logger.info("Schedule batch executors has started successfully!");
}
/**
* 批量同步回调
*
* @param dmls 批量 DML
* @param function 回调方法
*/
public void sync(List<Dml> dmls, Function<Dml, Boolean> function) {
boolean toExecute = false;
for (Dml dml : dmls) {
if (!toExecute) {
toExecute = function.apply(dml);
} else {
function.apply(dml);
}
}
}
/**
* Distribute dmls into different partition
*
* @param mappingConfig {@link com.alibaba.otter.canal.client.adapter.clickhouse.ClickHouseAdapter#mappingConfigCache }
* @param dmls received DML
*/
public void sync(Map<String, Map<String, MappingConfig>> mappingConfig, List<Dml> dmls, Properties envProperties) {
sync(dmls, dml -> {
if (dml.getIsDdl() != null && dml.getIsDdl() && StringUtils.isNotEmpty(dml.getSql())) {
// DDL(Cache need to update when DDL was executed)
columnsTypeCache.remove(dml.getDestination() + "." + dml.getDatabase() + "." + dml.getTable());
return false;
} else {
// DML
String destination = StringUtils.trimToEmpty(dml.getDestination());
String groupId = StringUtils.trimToEmpty(dml.getGroupId());
String database = dml.getDatabase();
String table = dml.getTable();
Map<String, MappingConfig> configMap;
if (envProperties != null && !"tcp".equalsIgnoreCase(envProperties.getProperty("canal.conf.mode"))) {
configMap = mappingConfig.get(destination + "-" + groupId + "_" + database + "-" + table);
} else {
configMap = mappingConfig.get(destination + "_" + database + "-" + table);
}
if (configMap == null) {
return false;
}
if (configMap.values().isEmpty()) {
return false;
}
for (MappingConfig config : configMap.values()) {
distributeDml(config, dml);
}
return true;
}
} );
}
/**
* Dml distributor
*/
private void distributeDml(MappingConfig config, Dml dml) {
if (config != null) {
try {
String type = dml.getType();
if (type == null) return;
if (type.equalsIgnoreCase("INSERT")) {
appendDmlBufferPartition(config, dml);
} else {
boolean caseInsensitive = config.getDbMapping().isCaseInsensitive();
List<SingleDml> singleDmls = SingleDml.dml2SingleDmls(dml, caseInsensitive);
if (type.equalsIgnoreCase("UPDATE")) {
for (SingleDml singleDml : singleDmls) {
update(alterExecutors, config, singleDml);
}
} else if (type.equalsIgnoreCase("DELETE")) {
for (SingleDml singleDml : singleDmls) {
delete(alterExecutors, config, singleDml);
}
} else if (type.equalsIgnoreCase("TRUNCATE")) {
truncate(alterExecutors, config);
}
}
if (logger.isDebugEnabled()) {
logger.debug("DML: {}", JSON.toJSONString(dml, Feature.WriteNulls));
}
} catch (SQLException e) {
throw new RuntimeException(e);
}
}
}
public void appendDmlBufferPartition(MappingConfig config, Dml dml) {
boolean caseInsensitive = config.getDbMapping().isCaseInsensitive();
List<SingleDml> singleDmls = SingleDml.dml2SingleDmls(dml, caseInsensitive);
singleDmls.forEach(singleDml -> {
int hash = mappingHash(config.getDbMapping());
if (!config.getConcurrent()) {
hash = 0;
}
List<SingleDml> dmls = bufferPools[hash].computeIfAbsent(config, k -> new ArrayList<>());
synchronized (dmls) {
dmls.add(singleDml);
logger.info("Append one data into pool, id {}", singleDml.getData().get("id"));
}
// Check the size of the List, achieve when it reaches the maximum value
if (dmls.size() >= batchSize) syncToClickHouse(config, hash);
});
}
/**
* sync when size of list{@link #bufferPools } reaches the maximum value
*
* @param config key
* @param index parallel thread index
*/
private void syncToClickHouse(MappingConfig config, int index) {
List<SingleDml> dmls = bufferPools[index].get(config);
logger.info("schema:{} table:{} reaches the maximum value, ready to synchronize, size {}", config.getDbMapping().getDatabase(), config.getDbMapping().getTable(), dmls.size());
if (dmls ==null || dmls.isEmpty()) {
return;
}
List<SingleDml> tempDmls;
synchronized (dmls) {
tempDmls = new ArrayList<>(dmls);
dmls.clear();
}
executorThreads[index].submit(() -> {
try {
insert(batchExecutors[index], config, tempDmls);
batchExecutors[index].commit();
return true;
} catch (Exception e) {
batchExecutors[index].rollback();
throw new RuntimeException(e);
}
});
}
/**
* Insert
*
* @param batchExecutor batch translational executor
* @param config corresponding configuration object
* @param dmls DMLs
*/
private void insert(BatchExecutor batchExecutor, MappingConfig config, List<SingleDml> dmls) throws SQLException {
if (dmls == null || dmls.isEmpty()) {
return;
}
List<SingleDml> clearDmls = dmls.stream().filter(e -> e.getData() != null && !e.getData().isEmpty()).collect(Collectors.toList());
if (clearDmls == null || clearDmls.isEmpty()) {
return;
}
DbMapping dbMapping = config.getDbMapping();
String backtick = SyncUtil.getBacktickByDbType(dataSource.getDbType());
Map<String, String> columnsMap = SyncUtil.getColumnsMap(dbMapping, clearDmls.get(0).getData());
StringBuilder insertSql = new StringBuilder();
insertSql.append("INSERT INTO ").append(SyncUtil.getDbTableName(dbMapping, dataSource.getDbType())).append(" (");
columnsMap.forEach((targetColumnName, srcColumnName) -> insertSql.append(backtick)
.append(targetColumnName)
.append(backtick)
.append(","));
int len = insertSql.length();
insertSql.delete(len - 1, len).append(") VALUES (");
int mapLen = columnsMap.size();
for (int i = 0; i < mapLen; i++) {
insertSql.append("?,");
}
len = insertSql.length();
insertSql.delete(len - 1, len).append(")");
Map<String, Integer> ctype = getTargetColumnType(batchExecutor.getConn(), config);
List<List<Map<String, ?>>> values = new ArrayList<>();
boolean flag = false;
for (Map.Entry<String, String> entry : columnsMap.entrySet()) {
String targetColumnName = entry.getKey();
String srcColumnName = entry.getValue();
if (srcColumnName == null) {
srcColumnName = Util.cleanColumn(targetColumnName);
}
Integer type = ctype.get(Util.cleanColumn(targetColumnName).toLowerCase());
if (type == null) {
throw new RuntimeException("Target column: " + targetColumnName + " not matched");
}
for (int i = 0; i < clearDmls.size(); i++) {
Map<String, Object> dmlData = clearDmls.get(i).getData();
List<Map<String, ?>> item;
if (flag == false) {
item = new ArrayList<>();
values.add(item);
} else {
item = values.get(i);
}
Object value = dmlData.get(srcColumnName);
BatchExecutor.setValue(item, type, value);
}
flag = true;
}
try {
batchExecutor.batchExecute(insertSql.toString(), values);
} catch (SQLException e) {
if (skipDupException
&& (e.getMessage().contains("Duplicate entry") || e.getMessage().startsWith("ORA-00001:"))) {
// ignore
// TODO 增加更多关系数据库的主键冲突的错误码
} else {
throw e;
}
}
if (logger.isTraceEnabled()) {
logger.trace("Insert into target table, sql: {}", insertSql);
}
}
/**
* 更新操作
*
* @param config 配置项
* @param dml DML数据
*/
private void update(BatchExecutor batchExecutor, MappingConfig config, SingleDml dml) throws SQLException {
Map<String, Object> data = dml.getData();
if (data == null || data.isEmpty()) {
return;
}
Map<String, Object> old = dml.getOld();
if (old == null || old.isEmpty()) {
return;
}
DbMapping dbMapping = config.getDbMapping();
String backtick = SyncUtil.getBacktickByDbType(dataSource.getDbType());
Map<String, String> columnsMap = SyncUtil.getColumnsMap(dbMapping, data);
Map<String, Integer> ctype = getTargetColumnType(batchExecutor.getConn(), config);
StringBuilder updateSql = new StringBuilder();
updateSql.append("ALTER TABLE ").append(SyncUtil.getDbTableName(dbMapping, dataSource.getDbType())).append(" UPDATE ");
List<Map<String, ?>> values = new ArrayList<>();
boolean hasMatched = false;
for (String srcColumnName : old.keySet()) {
List<String> targetColumnNames = new ArrayList<>();
columnsMap.forEach((targetColumn, srcColumn) -> {
if (srcColumnName.equalsIgnoreCase(srcColumn)) {
targetColumnNames.add(targetColumn);
}
});
if (!targetColumnNames.isEmpty()) {
hasMatched = true;
for (String targetColumnName : targetColumnNames) {
updateSql.append(backtick).append(targetColumnName).append(backtick).append("=?, ");
Integer type = ctype.get(Util.cleanColumn(targetColumnName).toLowerCase());
if (type == null) {
throw new RuntimeException("Target column: " + targetColumnName + " not matched");
}
BatchExecutor.setValue(values, type, data.get(srcColumnName));
}
}
}
if (!hasMatched) {
logger.warn("Did not matched any columns to update ");
return;
}
int len = updateSql.length();
updateSql.delete(len - 2, len).append(" WHERE ");
// 拼接主键
appendCondition(dbMapping, updateSql, ctype, values, data, old);
batchExecutor.execute(updateSql.toString(), values);
if (logger.isTraceEnabled()) {
logger.trace("Alter update target table, sql: {}", updateSql);
}
}
/**
* 删除操作
*
* @param config
* @param dml
*/
private void delete(BatchExecutor batchExecutor, MappingConfig config, SingleDml dml) throws SQLException {
Map<String, Object> data = dml.getData();
if (data == null || data.isEmpty()) {
return;
}
DbMapping dbMapping = config.getDbMapping();
Map<String, Integer> ctype = getTargetColumnType(batchExecutor.getConn(), config);
StringBuilder sql = new StringBuilder();
sql.append("ALTER TABLE ").append(SyncUtil.getDbTableName(dbMapping, dataSource.getDbType())).append(" DELETE WHERE ");
List<Map<String, ?>> values = new ArrayList<>();
// 拼接主键
appendCondition(dbMapping, sql, ctype, values, data);
batchExecutor.execute(sql.toString(), values);
if (logger.isTraceEnabled()) {
logger.trace("Alter delete from target table, sql: {}", sql);
}
}
/**
* truncate操作
*
* @param config
*/
private void truncate(BatchExecutor batchExecutor, MappingConfig config) throws SQLException {
DbMapping dbMapping = config.getDbMapping();
StringBuilder sql = new StringBuilder();
sql.append("TRUNCATE TABLE ").append(SyncUtil.getDbTableName(dbMapping, dataSource.getDbType()));
batchExecutor.execute(sql.toString(), new ArrayList<>());
if (logger.isTraceEnabled()) {
logger.trace("Truncate target table, sql: {}", sql);
}
}
/**
* 获取目标字段类型
*
* @param conn sql connection
* @param config 映射配置
* @return 字段sqlType
*/
private Map<String, Integer> getTargetColumnType(Connection conn, MappingConfig config) {
DbMapping dbMapping = config.getDbMapping();
String cacheKey = config.getDestination() + "." + dbMapping.getDatabase() + "." + dbMapping.getTable();
Map<String, Integer> columnType = columnsTypeCache.get(cacheKey);
if (columnType == null) {
synchronized (ClickHouseBatchSyncService.class) {
columnType = columnsTypeCache.get(cacheKey);
if (columnType == null) {
columnType = new LinkedHashMap<>();
final Map<String, Integer> columnTypeTmp = columnType;
String sql = "SELECT * FROM " + SyncUtil.getDbTableName(dbMapping, dataSource.getDbType()) + " WHERE 1=2";
Util.sqlRS(conn, sql, rs -> {
try {
ResultSetMetaData rsd = rs.getMetaData();
int columnCount = rsd.getColumnCount();
for (int i = 1; i <= columnCount; i++) {
int colType = rsd.getColumnType(i);
// 修复year类型作为date处理时的data truncated问题
if ("YEAR".equals(rsd.getColumnTypeName(i))) {
colType = Types.VARCHAR;
}
columnTypeTmp.put(rsd.getColumnName(i).toLowerCase(), colType);
}
columnsTypeCache.put(cacheKey, columnTypeTmp);
} catch (SQLException e) {
logger.error(e.getMessage(), e);
}
});
}
}
}
return columnType;
}
/**
* 拼接主键 where条件
*/
private void appendCondition(MappingConfig.DbMapping dbMapping, StringBuilder sql, Map<String, Integer> ctype,
List<Map<String, ?>> values, Map<String, Object> d) {
appendCondition(dbMapping, sql, ctype, values, d, null);
}
private void appendCondition(MappingConfig.DbMapping dbMapping, StringBuilder sql, Map<String, Integer> ctype,
List<Map<String, ?>> values, Map<String, Object> d, Map<String, Object> o) {
String backtick = SyncUtil.getBacktickByDbType(dataSource.getDbType());
// 拼接主键
for (Map.Entry<String, String> entry : dbMapping.getTargetPk().entrySet()) {
String targetColumnName = entry.getKey();
String srcColumnName = entry.getValue();
if (srcColumnName == null) {
srcColumnName = Util.cleanColumn(targetColumnName);
}
sql.append(backtick).append(targetColumnName).append(backtick).append("=? AND ");
Integer type = ctype.get(Util.cleanColumn(targetColumnName).toLowerCase());
if (type == null) {
throw new RuntimeException("Target column: " + targetColumnName + " not matched");
}
// 如果有修改主键的情况
if (o != null && o.containsKey(srcColumnName)) {
BatchExecutor.setValue(values, type, o.get(srcColumnName));
} else {
BatchExecutor.setValue(values, type, d.get(srcColumnName));
}
}
int len = sql.length();
sql.delete(len - 4, len);
}
/**
* make sure the same table in one index
*
* @param dbMapping
* @return
*/
private int mappingHash(MappingConfig.DbMapping dbMapping) {
int hash = dbMapping.getDatabase().toLowerCase().hashCode() + dbMapping.getTable().toLowerCase().hashCode();
hash = Math.abs(hash) % threads;
return Math.abs(hash);
}
public void close() {
for (int i = 0; i < threads; i++) {
executorThreads[i].shutdown();
}
}
}

View File

@@ -0,0 +1,193 @@
package com.alibaba.otter.canal.client.adapter.clickhouse.service;
import com.alibaba.druid.pool.DruidDataSource;
import com.alibaba.otter.canal.client.adapter.clickhouse.config.MappingConfig;
import com.alibaba.otter.canal.client.adapter.clickhouse.config.MappingConfig.DbMapping;
import com.alibaba.otter.canal.client.adapter.clickhouse.support.SyncUtil;
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;
import javax.sql.DataSource;
import java.sql.*;
import java.util.ArrayList;
import java.util.LinkedHashMap;
import java.util.List;
import java.util.Map;
import java.util.concurrent.atomic.AtomicLong;
/**
* ClickHouse ETL 操作业务类
*
* @author rewerma @ 2018-11-7
* @version 1.0.0
*/
public class ClickHouseEtlService extends AbstractEtlService {
private DataSource targetDS;
private MappingConfig config;
public ClickHouseEtlService(DataSource targetDS, MappingConfig config){
super("CLICKHOUSE", config);
this.targetDS = targetDS;
this.config = config;
}
/**
* 导入数据
*/
public EtlResult importData(List<String> params) {
DbMapping dbMapping = config.getDbMapping();
String sql = "SELECT * FROM " + dbMapping.getDatabase() + "." + dbMapping.getTable();
return importData(sql, params);
}
/**
* 执行导入
*/
protected boolean executeSqlImport(DataSource srcDS, String sql, List<Object> values,
AdapterConfig.AdapterMapping mapping, AtomicLong impCount, List<String> errMsg) {
try {
DbMapping dbMapping = (DbMapping) mapping;
Map<String, String> columnsMap = new LinkedHashMap<>();
Map<String, Integer> columnType = new LinkedHashMap<>();
DruidDataSource dataSource = (DruidDataSource) srcDS;
String backtick = SyncUtil.getBacktickByDbType(dataSource.getDbType());
Util.sqlRS(targetDS,
"SELECT * FROM " + SyncUtil.getDbTableName(dbMapping, dataSource.getDbType()) + " LIMIT 1 ",
rs -> {
try {
ResultSetMetaData rsd = rs.getMetaData();
int columnCount = rsd.getColumnCount();
List<String> columns = new ArrayList<>();
for (int i = 1; i <= columnCount; i++) {
columnType.put(rsd.getColumnName(i).toLowerCase(), rsd.getColumnType(i));
columns.add(rsd.getColumnName(i));
}
columnsMap.putAll(SyncUtil.getColumnsMap(dbMapping, columns));
return true;
} catch (Exception e) {
logger.error(e.getMessage(), e);
return false;
}
});
Util.sqlRS(srcDS, sql, values, rs -> {
int idx = 1;
try {
boolean completed = false;
StringBuilder insertSql = new StringBuilder();
insertSql.append("INSERT INTO ")
.append(SyncUtil.getDbTableName(dbMapping, dataSource.getDbType()))
.append(" (");
columnsMap
.forEach((targetColumnName, srcColumnName) -> insertSql.append(backtick).append(targetColumnName).append(backtick).append(","));
int len = insertSql.length();
insertSql.delete(len - 1, len).append(") VALUES (");
int mapLen = columnsMap.size();
for (int i = 0; i < mapLen; i++) {
insertSql.append("?,");
}
len = insertSql.length();
insertSql.delete(len - 1, len).append(")");
logger.info("executeSqlImport sql:{}",insertSql.toString());
try (Connection connTarget = targetDS.getConnection();
PreparedStatement pstmt = connTarget.prepareStatement(insertSql.toString())) {
connTarget.setAutoCommit(false);
while (rs.next()) {
completed = false;
pstmt.clearParameters();
// 删除数据
Map<String, Object> pkVal = new LinkedHashMap<>();
StringBuilder deleteSql = new StringBuilder(
"ALTER TABLE " + SyncUtil.getDbTableName(dbMapping, dataSource.getDbType()) + " DELETE WHERE ");
appendCondition(dbMapping, deleteSql, pkVal, rs, backtick);
try (PreparedStatement pstmt2 = connTarget.prepareStatement(deleteSql.toString())) {
int k = 1;
for (Object val : pkVal.values()) {
pstmt2.setObject(k++, val);
}
pstmt2.execute();
}
int i = 1;
for (Map.Entry<String, String> entry : columnsMap.entrySet()) {
String targetClolumnName = entry.getKey();
String srcColumnName = entry.getValue();
if (srcColumnName == null) {
srcColumnName = targetClolumnName;
}
Integer type = columnType.get(targetClolumnName.toLowerCase());
Object value = rs.getObject(srcColumnName);
if (value != null) {
SyncUtil.setPStmt(type, pstmt, value, i);
} else {
pstmt.setNull(i, type);
}
i++;
}
pstmt.execute();
if (logger.isTraceEnabled()) {
logger.trace("Insert into target table, sql: {}", insertSql);
}
if (idx % dbMapping.getCommitBatch() == 0) {
connTarget.commit();
completed = true;
}
idx++;
impCount.incrementAndGet();
if (logger.isDebugEnabled()) {
logger.debug("successful import count:" + impCount.get());
}
}
if (!completed) {
connTarget.commit();
}
}
} catch (Exception e) {
logger.error(dbMapping.getTable() + " etl failed! ==>" + e.getMessage(), e);
errMsg.add(dbMapping.getTable() + " etl failed! ==>" + e.getMessage());
}
return idx;
});
return true;
} catch (Exception e) {
logger.error(e.getMessage(), e);
return false;
}
}
/**
* 拼接目标表主键where条件
*/
private static void appendCondition(DbMapping dbMapping, StringBuilder sql, Map<String, Object> values,
ResultSet rs, String backtick) throws SQLException {
// 拼接主键
for (Map.Entry<String, String> entry : dbMapping.getTargetPk().entrySet()) {
String targetColumnName = entry.getKey();
String srcColumnName = entry.getValue();
if (srcColumnName == null) {
srcColumnName = targetColumnName;
}
sql.append(backtick).append(targetColumnName).append(backtick).append("=? AND ");
values.put(targetColumnName, rs.getObject(srcColumnName));
}
int len = sql.length();
sql.delete(len - 4, len);
}
}

View File

@@ -0,0 +1,168 @@
package com.alibaba.otter.canal.client.adapter.clickhouse.service;
import com.alibaba.druid.pool.DruidDataSource;
import com.alibaba.fastjson2.JSON;
import com.alibaba.fastjson2.JSONWriter.Feature;
import com.alibaba.otter.canal.client.adapter.clickhouse.config.MappingConfig;
import com.alibaba.otter.canal.client.adapter.clickhouse.config.MirrorDbConfig;
import com.alibaba.otter.canal.client.adapter.clickhouse.support.SyncUtil;
import com.alibaba.otter.canal.client.adapter.support.Dml;
import org.apache.commons.lang.StringUtils;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import java.sql.Connection;
import java.sql.Statement;
import java.util.ArrayList;
import java.util.LinkedHashMap;
import java.util.List;
import java.util.Map;
/**
* CLICKHOUSE镜像库同步操作业务
*
* @author rewerma 2018-12-12 下午011:23
* @version 1.0.0
*/
public class ClickHouseMirrorDbBatchSyncService {
private static final Logger logger = LoggerFactory.getLogger(ClickHouseMirrorDbBatchSyncService.class);
private Map<String, MirrorDbConfig> mirrorDbConfigCache; // 镜像库配置
private DruidDataSource dataSource;
private ClickHouseBatchSyncService clickHouseBatchSyncService; // clickhouseSyncService代理
public ClickHouseMirrorDbBatchSyncService(Map<String, MirrorDbConfig> mirrorDbConfigCache, DruidDataSource dataSource,
Integer threads, Integer batchSize, Long scheduleTime, Map<String, Map<String, Integer>> columnsTypeCache,
boolean skipDupException){
this.mirrorDbConfigCache = mirrorDbConfigCache;
this.dataSource = dataSource;
this.clickHouseBatchSyncService = new ClickHouseBatchSyncService(dataSource, threads, batchSize, scheduleTime, columnsTypeCache, skipDupException);
}
/**
* 批量同步方法
*
* @param dmls 批量 DML,包含DDL
*/
public void sync(List<Dml> dmls) {
List<Dml> dmlList = new ArrayList<>();
for (Dml dml : dmls) {
String destination = StringUtils.trimToEmpty(dml.getDestination());
String database = dml.getDatabase();
MirrorDbConfig mirrorDbConfig = mirrorDbConfigCache.get(destination + "." + database);
if (mirrorDbConfig == null) {
continue;
}
if (mirrorDbConfig.getMappingConfig() == null) {
continue;
}
if (dml.getGroupId() != null && StringUtils.isNotEmpty(mirrorDbConfig.getMappingConfig().getGroupId())) {
if (!mirrorDbConfig.getMappingConfig().getGroupId().equals(dml.getGroupId())) {
continue; // 如果groupId不匹配则过滤
}
}
if (dml.getIsDdl() != null && dml.getIsDdl() && StringUtils.isNotEmpty(dml.getSql())) {
// 确保执行DDL前DML已执行完
syncDml(dmlList);
dmlList.clear();
// DDL
if (logger.isDebugEnabled()) {
logger.debug("DDL: {}", JSON.toJSONString(dml, Feature.WriteNulls));
}
executeDdl(mirrorDbConfig, dml);
clickHouseBatchSyncService.getColumnsTypeCache().remove(destination + "." + database + "." + dml.getTable());
mirrorDbConfig.getTableConfig().remove(dml.getTable()); // 删除对应库表配置
} else {
// DML
initMappingConfig(dml.getTable(), mirrorDbConfig.getMappingConfig(), mirrorDbConfig, dml);
dmlList.add(dml);
}
}
syncDml(dmlList);
}
/**
* 批量同步Dml
*
* @param dmlList Dml列表,不包含DDL
*/
private void syncDml(List<Dml> dmlList) {
if (dmlList == null || dmlList.isEmpty()) {
return;
}
clickHouseBatchSyncService.sync(dmlList, dml -> {
MirrorDbConfig mirrorDbConfig = mirrorDbConfigCache.get(dml.getDestination() + "." + dml.getDatabase());
if (mirrorDbConfig == null) {
return false;
}
String table = dml.getTable();
MappingConfig config = mirrorDbConfig.getTableConfig().get(table);
if (config == null) {
return false;
}
clickHouseBatchSyncService.appendDmlBufferPartition(config, dml);
return true;
});
}
/**
* 初始化表配置
*
* @param key 配置key: destination.database.table
* @param baseConfigMap db sync config
* @param dml DML
*/
private void initMappingConfig(String key, MappingConfig baseConfigMap, MirrorDbConfig mirrorDbConfig, Dml dml) {
MappingConfig mappingConfig = mirrorDbConfig.getTableConfig().get(key);
if (mappingConfig == null) {
// 构造表配置
mappingConfig = new MappingConfig();
mappingConfig.setDataSourceKey(baseConfigMap.getDataSourceKey());
mappingConfig.setDestination(baseConfigMap.getDestination());
mappingConfig.setGroupId(baseConfigMap.getGroupId());
mappingConfig.setOuterAdapterKey(baseConfigMap.getOuterAdapterKey());
mappingConfig.setConcurrent(baseConfigMap.getConcurrent());
MappingConfig.DbMapping dbMapping = new MappingConfig.DbMapping();
mappingConfig.setDbMapping(dbMapping);
dbMapping.setDatabase(dml.getDatabase());
dbMapping.setTable(dml.getTable());
dbMapping.setTargetDb(dml.getDatabase());
dbMapping.setTargetTable(dml.getTable());
dbMapping.setMapAll(true);
List<String> pkNames = dml.getPkNames();
Map<String, String> pkMapping = new LinkedHashMap<>();
pkNames.forEach(pkName -> pkMapping.put(pkName, pkName));
dbMapping.setTargetPk(pkMapping);
mirrorDbConfig.getTableConfig().put(key, mappingConfig);
}
}
/**
* DDL 操作
*
* @param ddl DDL
*/
private void executeDdl(MirrorDbConfig mirrorDbConfig, Dml ddl) {
try (Connection conn = dataSource.getConnection(); Statement statement = conn.createStatement()) {
// 替换反引号
String sql = ddl.getSql();
String backtick = SyncUtil.getBacktickByDbType(dataSource.getDbType());
if (!"`".equals(backtick)) {
sql = sql.replaceAll("`", backtick);
}
statement.execute(sql);
// 移除对应配置
mirrorDbConfig.getTableConfig().remove(ddl.getTable());
if (logger.isTraceEnabled()) {
logger.trace("Execute DDL sql: {} for database: {}", ddl.getSql(), ddl.getDatabase());
}
} catch (Exception e) {
throw new RuntimeException(e);
}
}
}

View File

@@ -0,0 +1,112 @@
package com.alibaba.otter.canal.client.adapter.clickhouse.support;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import javax.sql.DataSource;
import java.io.Closeable;
import java.sql.Connection;
import java.sql.PreparedStatement;
import java.sql.SQLException;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.concurrent.atomic.AtomicInteger;
/**
* sql批量执行器
*
* @author rewerma 2018-11-7 下午06:45:49
* @version 1.0.0
*/
public class BatchExecutor implements Closeable {
private static final Logger logger = LoggerFactory.getLogger(BatchExecutor.class);
private DataSource dataSource;
private Connection conn;
private AtomicInteger idx = new AtomicInteger(0);
public BatchExecutor(DataSource dataSource){
this.dataSource = dataSource;
}
public Connection getConn() {
if (conn == null) {
try {
conn = dataSource.getConnection();
this.conn.setAutoCommit(false);
} catch (SQLException e) {
logger.error(e.getMessage(), e);
}
}
return conn;
}
public static void setValue(List<Map<String, ?>> values, int type, Object value) {
Map<String, Object> valueItem = new HashMap<>();
valueItem.put("type", type);
valueItem.put("value", value);
values.add(valueItem);
}
public void execute(String sql, List<Map<String, ?>> values) throws SQLException {
PreparedStatement pstmt = getConn().prepareStatement(sql);
int len = values.size();
for (int i = 0; i < len; i++) {
int type = (Integer) values.get(i).get("type");
Object value = values.get(i).get("value");
SyncUtil.setPStmt(type, pstmt, value, i + 1);
}
pstmt.execute();
idx.incrementAndGet();
pstmt.close();
}
public void batchExecute(String sql, List<List<Map<String,?>>> batchValues) throws SQLException {
PreparedStatement pstmt = getConn().prepareStatement(sql);
for (int i = 0; i < batchValues.size(); i++) {
List<Map<String, ?>> values = batchValues.get(i);
for (int j = 0; j < values.size(); j++) {
int type = (Integer) values.get(j).get("type");
Object value = values.get(j).get("value");
SyncUtil.setPStmt(type, pstmt, value, j + 1);
}
pstmt.addBatch();
}
pstmt.executeBatch();
idx.addAndGet(batchValues.size());
pstmt.close();
}
public void commit() throws SQLException {
getConn().commit();
if (logger.isTraceEnabled()) {
logger.trace("Batch executor commit " + idx.get() + " rows");
}
idx.set(0);
}
public void rollback() throws SQLException {
getConn().rollback();
if (logger.isTraceEnabled()) {
logger.trace("Batch executor rollback " + idx.get() + " rows");
}
idx.set(0);
}
@Override
public void close() {
if (conn != null) {
try {
conn.close();
} catch (SQLException e) {
logger.error(e.getMessage(), e);
} finally {
conn = null;
}
}
}
}

View File

@@ -0,0 +1,111 @@
package com.alibaba.otter.canal.client.adapter.clickhouse.support;
import com.alibaba.otter.canal.client.adapter.support.Dml;
import org.springframework.util.LinkedCaseInsensitiveMap;
import java.util.ArrayList;
import java.util.List;
import java.util.Map;
public class SingleDml {
private String destination;
private String database;
private String table;
private String type;
private Map<String, Object> data;
private Map<String, Object> old;
public String getDestination() {
return destination;
}
public void setDestination(String destination) {
this.destination = destination;
}
public String getDatabase() {
return database;
}
public void setDatabase(String database) {
this.database = database;
}
public String getTable() {
return table;
}
public void setTable(String table) {
this.table = table;
}
public String getType() {
return type;
}
public void setType(String type) {
this.type = type;
}
public Map<String, Object> getData() {
return data;
}
public void setData(Map<String, Object> data) {
this.data = data;
}
public Map<String, Object> getOld() {
return old;
}
public void setOld(Map<String, Object> old) {
this.old = old;
}
public static List<SingleDml> dml2SingleDmls(Dml dml, boolean caseInsensitive) {
List<SingleDml> singleDmls = new ArrayList<>();
if (dml.getData() != null) {
int size = dml.getData().size();
for (int i = 0; i < size; i++) {
SingleDml singleDml = new SingleDml();
singleDml.setDestination(dml.getDestination());
singleDml.setDatabase(dml.getDatabase());
singleDml.setTable(dml.getTable());
singleDml.setType(dml.getType());
Map<String, Object> data = dml.getData().get(i);
if (caseInsensitive) {
data = toCaseInsensitiveMap(data);
}
singleDml.setData(data);
if (dml.getOld() != null) {
Map<String, Object> oldData = dml.getOld().get(i);
if (caseInsensitive) {
oldData = toCaseInsensitiveMap(oldData);
}
singleDml.setOld(oldData);
}
singleDmls.add(singleDml);
}
} else if ("TRUNCATE".equalsIgnoreCase(dml.getType())) {
SingleDml singleDml = new SingleDml();
singleDml.setDestination(dml.getDestination());
singleDml.setDatabase(dml.getDatabase());
singleDml.setTable(dml.getTable());
singleDml.setType(dml.getType());
singleDmls.add(singleDml);
}
return singleDmls;
}
public static List<SingleDml> dml2SingleDmls(Dml dml) {
return dml2SingleDmls(dml, false);
}
private static <V> LinkedCaseInsensitiveMap<V> toCaseInsensitiveMap(Map<String, V> data) {
LinkedCaseInsensitiveMap map = new LinkedCaseInsensitiveMap();
map.putAll(data);
return map;
}
}

View File

@@ -0,0 +1,291 @@
package com.alibaba.otter.canal.client.adapter.clickhouse.support;
import com.alibaba.druid.DbType;
import com.alibaba.otter.canal.client.adapter.clickhouse.config.MappingConfig;
import com.alibaba.otter.canal.client.adapter.support.Util;
import org.apache.commons.lang.StringUtils;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import java.io.Reader;
import java.io.StringReader;
import java.math.BigDecimal;
import java.nio.charset.StandardCharsets;
import java.sql.*;
import java.util.Collection;
import java.util.LinkedHashMap;
import java.util.Map;
public class SyncUtil {
private static final Logger logger = LoggerFactory.getLogger(SyncUtil.class);
public static Map<String, String> getColumnsMap(MappingConfig.DbMapping dbMapping, Map<String, Object> data) {
return getColumnsMap(dbMapping, data.keySet());
}
public static Map<String, String> getColumnsMap(MappingConfig.DbMapping dbMapping, Collection<String> columns) {
Map<String, String> columnsMap;
if (dbMapping.getMapAll()) {
if (dbMapping.getAllMapColumns() != null) {
return dbMapping.getAllMapColumns();
}
columnsMap = new LinkedHashMap<>();
for (String srcColumn : columns) {
boolean flag = true;
if (dbMapping.getTargetColumns() != null) {
for (Map.Entry<String, String> entry : dbMapping.getTargetColumns().entrySet()) {
if (srcColumn.equals(entry.getValue())) {
columnsMap.put(entry.getKey(), srcColumn);
flag = false;
break;
}
}
}
if (flag) {
columnsMap.put(srcColumn, srcColumn);
}
}
dbMapping.setAllMapColumns(columnsMap);
} else {
columnsMap = dbMapping.getTargetColumns();
}
return columnsMap;
}
/**
* 设置 preparedStatement
*
* @param type sqlType
* @param pstmt 需要设置的preparedStatement
* @param value 值
* @param i 索引号
*/
public static void setPStmt(int type, PreparedStatement pstmt, Object value, int i) throws SQLException {
switch (type) {
case Types.BIT:
case Types.BOOLEAN:
if (value instanceof Boolean) {
pstmt.setBoolean(i, (Boolean) value);
} else if (value instanceof String) {
boolean v = !value.equals("0");
pstmt.setBoolean(i, v);
} else if (value instanceof Number) {
boolean v = ((Number) value).intValue() != 0;
pstmt.setBoolean(i, v);
} else {
pstmt.setNull(i, type);
}
break;
case Types.CHAR:
case Types.NCHAR:
case Types.VARCHAR:
case Types.LONGVARCHAR:
if (value instanceof String) {
pstmt.setString(i, (String) value);
} else if (value == null) {
pstmt.setNull(i, type);
} else {
pstmt.setString(i, value.toString());
}
break;
case Types.TINYINT:
// 向上提升一级,处理unsigned情况
if (value instanceof Number) {
pstmt.setShort(i, ((Number) value).shortValue());
} else if (value instanceof String) {
pstmt.setShort(i, Short.parseShort((String) value));
} else {
pstmt.setNull(i, type);
}
break;
case Types.SMALLINT:
if (value instanceof Number) {
pstmt.setInt(i, ((Number) value).intValue());
} else if (value instanceof String) {
pstmt.setInt(i, Integer.parseInt((String) value));
} else {
pstmt.setNull(i, type);
}
break;
case Types.INTEGER:
if (value instanceof Number) {
pstmt.setLong(i, ((Number) value).longValue());
} else if (value instanceof String) {
pstmt.setLong(i, Long.parseLong((String) value));
} else {
pstmt.setNull(i, type);
}
break;
case Types.BIGINT:
if (value instanceof Number) {
pstmt.setBigDecimal(i, new BigDecimal(value.toString()));
} else if (value instanceof String) {
pstmt.setBigDecimal(i, new BigDecimal(value.toString()));
} else {
pstmt.setNull(i, type);
}
break;
case Types.DECIMAL:
case Types.NUMERIC:
if (value instanceof BigDecimal) {
pstmt.setBigDecimal(i, (BigDecimal) value);
} else if (value instanceof Byte) {
pstmt.setInt(i, ((Byte) value).intValue());
} else if (value instanceof Short) {
pstmt.setInt(i, ((Short) value).intValue());
} else if (value instanceof Integer) {
pstmt.setInt(i, (Integer) value);
} else if (value instanceof Long) {
pstmt.setLong(i, (Long) value);
} else if (value instanceof Float) {
pstmt.setBigDecimal(i, new BigDecimal((float) value));
} else if (value instanceof Double) {
pstmt.setBigDecimal(i, new BigDecimal((double) value));
} else if (value != null) {
pstmt.setBigDecimal(i, new BigDecimal(value.toString()));
} else {
pstmt.setNull(i, type);
}
break;
case Types.REAL:
if (value instanceof Number) {
pstmt.setFloat(i, ((Number) value).floatValue());
} else if (value instanceof String) {
pstmt.setFloat(i, Float.parseFloat((String) value));
} else {
pstmt.setNull(i, type);
}
break;
case Types.FLOAT:
case Types.DOUBLE:
if (value instanceof Number) {
pstmt.setDouble(i, ((Number) value).doubleValue());
} else if (value instanceof String) {
pstmt.setDouble(i, Double.parseDouble((String) value));
} else {
pstmt.setNull(i, type);
}
break;
case Types.BINARY:
case Types.VARBINARY:
case Types.LONGVARBINARY:
case Types.BLOB:
if (value instanceof Blob) {
pstmt.setBlob(i, (Blob) value);
} else if (value instanceof byte[]) {
pstmt.setBytes(i, (byte[]) value);
} else if (value instanceof String) {
pstmt.setBytes(i, ((String) value).getBytes(StandardCharsets.ISO_8859_1));
} else {
pstmt.setNull(i, type);
}
break;
case Types.CLOB:
if (value instanceof Clob) {
pstmt.setClob(i, (Clob) value);
} else if (value instanceof byte[]) {
pstmt.setBytes(i, (byte[]) value);
} else if (value instanceof String) {
Reader clobReader = new StringReader((String) value);
pstmt.setCharacterStream(i, clobReader);
} else {
pstmt.setNull(i, type);
}
break;
case Types.DATE:
if (value instanceof Date) {
pstmt.setDate(i, (Date) value);
} else if (value instanceof java.util.Date) {
pstmt.setDate(i, new Date(((java.util.Date) value).getTime()));
} else if (value instanceof String) {
String v = (String) value;
if (!v.startsWith("0000-00-00")) {
java.util.Date date = Util.parseDate(v);
if (date != null) {
pstmt.setDate(i, new Date(date.getTime()));
} else {
pstmt.setNull(i, type);
}
} else {
pstmt.setObject(i, value);
}
} else {
pstmt.setNull(i, type);
}
break;
case Types.TIME:
if (value instanceof Time) {
pstmt.setTime(i, (Time) value);
} else if (value instanceof java.util.Date) {
pstmt.setTime(i, new Time(((java.util.Date) value).getTime()));
} else if (value instanceof String) {
String v = (String) value;
java.util.Date date = Util.parseDate(v);
if (date != null) {
pstmt.setTime(i, new Time(date.getTime()));
} else {
pstmt.setNull(i, type);
}
} else {
pstmt.setNull(i, type);
}
break;
case Types.TIMESTAMP:
if (value instanceof Timestamp) {
pstmt.setTimestamp(i, (Timestamp) value);
} else if (value instanceof java.util.Date) {
pstmt.setTimestamp(i, new Timestamp(((java.util.Date) value).getTime()));
} else if (value instanceof String) {
String v = (String) value;
if (!v.startsWith("0000-00-00")) {
java.util.Date date = Util.parseDate(v);
if (date != null) {
pstmt.setTimestamp(i, new Timestamp(date.getTime()));
} else {
pstmt.setNull(i, type);
}
} else {
pstmt.setObject(i, value);
}
} else {
pstmt.setNull(i, type);
}
break;
default:
pstmt.setObject(i, value, type);
}
}
public static String getDbTableName(MappingConfig.DbMapping dbMapping, String dbType) {
String result = "";
String backtick = getBacktickByDbType(dbType);
if (StringUtils.isNotEmpty(dbMapping.getTargetDb())) {
result += (backtick + dbMapping.getTargetDb() + backtick + ".");
}
result += (backtick + dbMapping.getTargetTable() + backtick);
return result;
}
/**
* 根据DbType返回反引号或空字符串
*
* @param dbTypeName DbType名称
* @return 反引号或空字符串
*/
public static String getBacktickByDbType(String dbTypeName) {
DbType dbType = DbType.of(dbTypeName);
if (dbType == null) {
dbType = DbType.other;
}
// 只有当dbType为MySQL/MariaDB或OceanBase时返回反引号
switch (dbType) {
case mysql:
case mariadb:
case oceanbase:
return "`";
default:
return "";
}
}
}

View File

@@ -0,0 +1 @@
clickhouse=com.alibaba.otter.canal.client.adapter.clickhouse.ClickHouseAdapter

View File

@@ -0,0 +1,31 @@
dataSourceKey: defaultDS
destination: example
groupId: g1
outerAdapterKey: clickhouse1
concurrent: true
dbMapping:
database: mytest
table: user
targetTable: mytest.user
targetPk:
id: id
# mapAll: true
targetColumns:
id:
name:
role_id:
c_time:
test1:
etlCondition: "where c_time>={}"
commitBatch: 3000 # 批量提交的大小
## Mirror schema synchronize config
#dataSourceKey: defaultDS
#destination: example
#groupId: g1
#outerAdapterKey: mysql1
#concurrent: true
#dbMapping:
# mirrorDb: true
# database: mytest

View File

@@ -0,0 +1,109 @@
package com.alibaba.otter.canal.client.adapter.clickhouse;
import com.alibaba.otter.canal.client.adapter.clickhouse.sync.Common;
import com.alibaba.otter.canal.client.adapter.support.Dml;
import org.junit.Before;
import org.junit.Ignore;
import org.junit.Test;
import java.util.*;
@Ignore
public class ClickHouseBatchSyncServiceTest {
private ClickHouseAdapter clickHouseAdapter;
@Before
public void init() {
clickHouseAdapter = Common.init();
}
@Test
public void insert() throws InterruptedException {
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());
data.put("test1", "sdfasdfawe中国asfwef");
dml.setData(dataList);
clickHouseAdapter.sync(Collections.singletonList(dml));
Thread.sleep(10000L);
}
@Test
public void update() {
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);
clickHouseAdapter.sync(Collections.singletonList(dml));
}
@Test
public void delete() {
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", "Eric2");
dml.setData(dataList);
clickHouseAdapter.sync(Collections.singletonList(dml));
}
@Test
public void truncate() throws InterruptedException {
Dml dml = new Dml();
dml.setDestination("example");
dml.setTs(new Date().getTime());
dml.setType("TRUNCATE");
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);
clickHouseAdapter.sync(Collections.singletonList(dml));
Thread.sleep(1000L);
}
}

View File

@@ -0,0 +1,79 @@
package com.alibaba.otter.canal.client.adapter.clickhouse;
/**
* @author: Xander
* @date: Created in 2023/11/13 22:27
* @email: zhrunxin33@gmail.com
* @description: Testing thread safe
*/
import ch.qos.logback.classic.Level;
import com.alibaba.otter.canal.client.adapter.clickhouse.sync.Common;
import com.alibaba.otter.canal.client.adapter.support.Dml;
import org.junit.Before;
import org.junit.Ignore;
import org.junit.Test;
import java.util.*;
import java.util.concurrent.ExecutionException;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import java.util.concurrent.Future;
import java.util.concurrent.atomic.AtomicInteger;
@Ignore
public class ClickHouseBatchSyncThreadSafeTest {
private ClickHouseAdapter clickHouseAdapter;
private ExecutorService executorService;
private String[] operations = new String[]{"INSERT", "UPDATE"};
private String[] tables = new String[]{"user", "customer"};
@Before
public void init() {
clickHouseAdapter = Common.init();
Common.setLogLevel(Level.INFO);
executorService = Executors.newFixedThreadPool(5);
}
@Test
public void test01() throws InterruptedException, ExecutionException {
ArrayList<Future> list = new ArrayList();
AtomicInteger count = new AtomicInteger();
for (int i = 0; i < 10; i++) {
list.add(executorService.submit(() -> {
for (int j = 0; j < 300; j++) {
Random random = new Random();
int cou = count.incrementAndGet();
// test insert
String dmlType = operations[random.nextInt(1)];
Dml dml = new Dml();
dml.setDestination("example");
dml.setTs(new Date().getTime());
dml.setType(dmlType);
dml.setDatabase("mytest");
dml.setTable(tables[(int)Math.round(Math.random())]);
List<Map<String, Object>> dataList = new ArrayList<>();
Map<String, Object> data = new LinkedHashMap<>();
dataList.add(data);
data.put("id", cou);
data.put("name", "Eric"+cou);
data.put("role_id", cou);
data.put("c_time", new Date());
data.put("test1", "sdfasdfawe中国asfwef");
dml.setData(dataList);
clickHouseAdapter.sync(Collections.singletonList(dml));
}
}));
}
for (Future future : list) {
future.get();
}
Thread.sleep(10000L); // waiting multiple threads execute successfully.
}
}

View File

@@ -0,0 +1,37 @@
package com.alibaba.otter.canal.client.adapter.clickhouse;
import com.alibaba.druid.pool.DruidDataSource;
import java.sql.SQLException;
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 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();
}
}
}

View File

@@ -0,0 +1,49 @@
package com.alibaba.otter.canal.client.adapter.clickhouse.sync;
import ch.qos.logback.classic.Level;
import ch.qos.logback.classic.Logger;
import com.alibaba.otter.canal.client.adapter.clickhouse.ClickHouseAdapter;
import com.alibaba.otter.canal.client.adapter.clickhouse.TestConstant;
import com.alibaba.otter.canal.client.adapter.support.DatasourceConfig;
import com.alibaba.otter.canal.client.adapter.support.OuterAdapterConfig;
import org.slf4j.LoggerFactory;
import java.util.HashMap;
import java.util.Map;
/**
* @author: Xander
* @date: Created in 2023/11/13 0:16
* @email: zhrunxin33@gmail.com
* @description:
*/
public class Common {
public static ClickHouseAdapter init() {
DatasourceConfig.DATA_SOURCES.put("defaultDS", TestConstant.dataSource);
OuterAdapterConfig outerAdapterConfig = new OuterAdapterConfig();
outerAdapterConfig.setName("clickhouse");
outerAdapterConfig.setKey("clickhouse1");
Map<String, String> properties = new HashMap<>();
properties.put("jdbc.driveClassName", "ru.yandex.clickhouse.ClickHouseDriver");
properties.put("jdbc.url", "jdbc:clickhouse://127.0.0.1:8123/default");
properties.put("jdbc.username", "default");
properties.put("jdbc.password", "123456");
outerAdapterConfig.setProperties(properties);
ClickHouseAdapter adapter = new ClickHouseAdapter();
adapter.init(outerAdapterConfig, null);
return adapter;
}
/**
* set global log level
*
* @param logLevel
*/
public static void setLogLevel(Level logLevel) {
ch.qos.logback.classic.Logger logger = (ch.qos.logback.classic.Logger)LoggerFactory.getLogger(Logger.ROOT_LOGGER_NAME);
logger.setLevel(logLevel);
}
}

View File

@@ -0,0 +1,31 @@
dataSourceKey: defaultDS
destination: example
groupId: g1
outerAdapterKey: clickhouse1
concurrent: true
dbMapping:
database: mytest
table: customer
targetTable: mytest.customer
targetPk:
id: id
# mapAll: true
targetColumns:
id:
name:
role_id:
c_time:
test1:
etlCondition: "where c_time>={}"
commitBatch: 3000 # 批量提交的大小
## Mirror schema synchronize config
#dataSourceKey: defaultDS
#destination: example
#groupId: g1
#outerAdapterKey: mysql1
#concurrent: true
#dbMapping:
# mirrorDb: true
# database: mytest

View File

@@ -0,0 +1,31 @@
dataSourceKey: defaultDS
destination: example
groupId: g1
outerAdapterKey: clickhouse1
concurrent: true
dbMapping:
database: mytest
table: user
targetTable: mytest.user
targetPk:
id: id
# mapAll: true
targetColumns:
id:
name:
role_id:
c_time:
test1:
etlCondition: "where c_time>={}"
commitBatch: 3000 # 批量提交的大小
## Mirror schema synchronize config
#dataSourceKey: defaultDS
#destination: example
#groupId: g1
#outerAdapterKey: mysql1
#concurrent: true
#dbMapping:
# mirrorDb: true
# database: mytest