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org.apache.kylin.source.hive.CreateMrHiveDictStep Maven / Gradle / Ivy
/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.kylin.source.hive;
import com.google.common.base.Strings;
import com.google.common.collect.ImmutableList;
import org.apache.kylin.common.KylinConfig;
import org.apache.kylin.common.lock.DistributedLock;
import org.apache.kylin.common.util.HiveCmdBuilder;
import org.apache.kylin.common.util.Pair;
import org.apache.kylin.cube.CubeInstance;
import org.apache.kylin.cube.CubeManager;
import org.apache.kylin.engine.mr.steps.CubingExecutableUtil;
import org.apache.kylin.job.common.PatternedLogger;
import org.apache.kylin.job.exception.ExecuteException;
import org.apache.kylin.job.execution.AbstractExecutable;
import org.apache.kylin.job.execution.ExecutableContext;
import org.apache.kylin.job.execution.ExecuteResult;
import org.apache.kylin.metadata.model.IEngineAware;
import org.json.JSONArray;
import org.json.JSONException;
import org.json.JSONObject;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import java.io.IOException;
import java.util.HashMap;
import java.util.Iterator;
import java.util.List;
import java.util.Map;
import java.util.Objects;
/**
*
*/
public class CreateMrHiveDictStep extends AbstractExecutable {
private static final Logger logger = LoggerFactory.getLogger(CreateMrHiveDictStep.class);
private final PatternedLogger stepLogger = new PatternedLogger(logger);
private DistributedLock lock = KylinConfig.getInstanceFromEnv().getDistributedLockFactory().lockForCurrentThread();
private static final String GET_SQL = "\" Get Max Dict Value Sql : \"";
protected void createMrHiveDict(KylinConfig config) throws Exception {
try {
if (getIsLock()) {
String pathName = getLockPathName();
if (Strings.isNullOrEmpty(pathName)) {
throw new IllegalArgumentException("create Mr-Hive dict lock path name is null");
}
String lockPath = getLockPath(pathName);
boolean isLocked = true;
long lockStartTime = System.currentTimeMillis();
while (isLocked) {
isLocked = lock.isLocked(lockPath);
stepLogger.log("zookeeper lock path :" + lockPath + ", result is " + isLocked);
if (!isLocked) {
break;
}
// wait 1 min and try again
Thread.sleep(60000);
}
stepLogger.log("zookeeper get lock costTime : " + ((System.currentTimeMillis() - lockStartTime) / 1000) + " s");
lock.lock(lockPath);
}
final HiveCmdBuilder hiveCmdBuilder = new HiveCmdBuilder(getName());
hiveCmdBuilder.overwriteHiveProps(config.getHiveConfigOverride());
hiveCmdBuilder.addStatement(getInitStatement());
String sql = getCreateTableStatement();
if (sql != null && sql.length() > 0) {
hiveCmdBuilder.addStatement(sql);
}
Map maxDictValMap = deserilizeForMap(getMaxDictStatementMap());
Map dictSqlMap = deserilizeForMap(getCreateTableStatementMap());
if (dictSqlMap != null && dictSqlMap.size() > 0) {
IHiveClient hiveClient = HiveClientFactory.getHiveClient();
if (maxDictValMap != null && maxDictValMap.size() > 0) {
if (maxDictValMap.size() == dictSqlMap.size()) {
maxDictValMap.forEach((columnName, maxDictValSql) -> {
int max = 0;
List datas = null;
try {
datas = hiveClient.getHiveResult(maxDictValSql);
if (Objects.nonNull(datas) && !datas.isEmpty()) {
max = Integer.valueOf(datas.get(0)[0] + "");
stepLogger.log(columnName + GET_SQL + maxDictValSql);
stepLogger.log(columnName + " Get Max Dict Value Of : " + max);
} else {
stepLogger.log(columnName + GET_SQL + maxDictValSql);
stepLogger.log(columnName + " Get Max Dict Value Of ERROR: hive execute result is null.");
throw new IOException("execute get max dict result fail : " + maxDictValSql);
}
} catch (Exception e) {
stepLogger.log(columnName + GET_SQL + maxDictValSql);
stepLogger.log(columnName + " Get Max Dict Value Of ERROR :" + e.getMessage());
logger.error("execute get max dict result fail : " + maxDictValSql, e);
}
String dictSql = dictSqlMap.get(columnName).replace("___maxDictVal___", max + "");
hiveCmdBuilder.addStatement(dictSql);
});
} else {
logger.error("Max Dict Value size is not equals Dict Sql size ! ");
}
} else {
dictSqlMap.forEach((columnName, dictSql) -> hiveCmdBuilder.addStatement(dictSql));
}
}
final String cmd = hiveCmdBuilder.toString();
stepLogger.log("MR-Hive dict, cmd: " + cmd);
CubeManager manager = CubeManager.getInstance(KylinConfig.getInstanceFromEnv());
CubeInstance cube = manager.getCube(getCubeName());
if (config.isLivyEnabled() && cube.getEngineType() == IEngineAware.ID_SPARK) {
MRHiveDictUtil.runLivySqlJob(stepLogger, config, ImmutableList.copyOf(hiveCmdBuilder.getStatements()), getManager(), getId());
} else {
Pair response = config.getCliCommandExecutor().execute(cmd, stepLogger);
if (response.getFirst() != 0) {
throw new RuntimeException("Failed to create mr hive dict, error code " + response.getFirst());
}
getManager().addJobInfo(getId(), stepLogger.getInfo());
}
if (getIsLock()) {
String pathName = getLockPathName();
if (Strings.isNullOrEmpty(pathName)) {
throw new IllegalArgumentException(" create mr hive dict unlock path name is null");
}
lock.unlock(getLockPath(pathName));
stepLogger.log("zookeeper unlock path :" + getLockPathName());
}
} catch (Exception e) {
if (getIsLock()) {
lock.unlock(getLockPath(getLockPathName()));
stepLogger.log("zookeeper unlock path :" + getLockPathName());
}
logger.error("", e);
throw e;
}
}
@Override
public KylinConfig getCubeSpecificConfig() {
String cubeName = CubingExecutableUtil.getCubeName(getParams());
CubeManager manager = CubeManager.getInstance(KylinConfig.getInstanceFromEnv());
CubeInstance cube = manager.getCube(cubeName);
return cube.getConfig();
}
@Override
protected ExecuteResult doWork(ExecutableContext context) throws ExecuteException {
KylinConfig config = getCubeSpecificConfig();
try {
String preHdfsShell = getPreHdfsShell();
if (Objects.nonNull(preHdfsShell) && !"".equalsIgnoreCase(preHdfsShell)) {
doRetry(preHdfsShell, config);
}
createMrHiveDict(config);
String postfixHdfsCmd = getPostfixHdfsShell();
if (Objects.nonNull(postfixHdfsCmd) && !"".equalsIgnoreCase(postfixHdfsCmd)) {
doRetry(postfixHdfsCmd, config);
}
return new ExecuteResult(ExecuteResult.State.SUCCEED, stepLogger.getBufferedLog());
} catch (Exception e) {
logger.error("job:" + getId() + " execute finished with exception", e);
return new ExecuteResult(ExecuteResult.State.ERROR, stepLogger.getBufferedLog());
}
}
private void doRetry(String cmd, KylinConfig config) throws Exception {
if (Objects.nonNull(cmd)) {
stepLogger.log("cmd : " + cmd);
int currTimes = 0;
int maxTimes = 360;
boolean flag = true;
while (flag && currTimes <= maxTimes) {
try {
Pair result = config.getCliCommandExecutor().execute(cmd, stepLogger);
stepLogger.log(result.toString());
flag = false;
} catch (Exception e) {
stepLogger.log("execute : " + cmd + " Failed && And errLog is " + e.getMessage());
Thread.sleep(60000);
currTimes += 60;
}
}
}
}
public void setInitStatement(String sql) {
setParam("HiveInit", sql);
}
public String getInitStatement() {
return getParam("HiveInit");
}
public void setCreateTableStatement(String sql) {
setParam("HiveRedistributeData", sql);
}
public String getCreateTableStatement() {
return getParam("HiveRedistributeData");
}
public void setCreateTableStatementMap(Map dictSqlMap) {
setParam("HiveRedistributeDataMap", serilizeToMap(dictSqlMap));
}
public String getCreateTableStatementMap() {
return getParam("HiveRedistributeDataMap");
}
public void setMaxDictStatementMap(Map maxDictValMap) {
setParam("DictMaxMap", serilizeToMap(maxDictValMap));
}
public String getMaxDictStatementMap() {
return getParam("DictMaxMap");
}
public String getPreHdfsShell() {
return getParam("preHdfsCmd");
}
public void setPrefixHdfsShell(String cmd) {
setParam("preHdfsCmd", cmd);
}
public String getPostfixHdfsShell() {
return getParam("postfixHdfsCmd");
}
public void setPostfixHdfsShell(String cmd) {
setParam("postfixHdfsCmd", cmd);
}
public void setIsLock(Boolean isLock) {
setParam("isLock", String.valueOf(isLock));
}
public boolean getIsLock() {
String isLock = getParam("isLock");
return Strings.isNullOrEmpty(isLock) ? false : Boolean.parseBoolean(isLock);
}
public void setIsUnLock(Boolean isUnLock) {
setParam("isUnLock", String.valueOf(isUnLock));
}
public boolean getIsUnlock() {
String isUnLock = getParam("isUnLock");
return Strings.isNullOrEmpty(isUnLock) ? false : Boolean.parseBoolean(isUnLock);
}
public void setLockPathName(String pathName) {
setParam("lockPathName", pathName);
}
public String getLockPathName() {
return getParam("lockPathName");
}
private static String serilizeToMap(Map map) {
JSONArray result = new JSONArray();
if (map != null && map.size() > 0) {
map.forEach((key, value) -> {
JSONObject jsonObject = new JSONObject();
try {
jsonObject.put(key, value);
} catch (JSONException e) {
logger.error("Json Error", e);
}
result.put(jsonObject);
});
}
return result.toString();
}
private static Map deserilizeForMap(String mapStr) {
Map result = new HashMap<>();
if (mapStr != null) {
try {
JSONArray jsonArray = new JSONArray(mapStr);
int size = jsonArray.length();
for (int i = 0; i < size; i++) {
JSONObject jsonObject = jsonArray.getJSONObject(i);
Iterator iterator = jsonObject.keys();
while (iterator.hasNext()) {
String key = iterator.next();
String value = jsonObject.getString(key);
result.put(key, value);
}
}
} catch (JSONException e) {
logger.error("Json Error", e);
}
}
return result;
}
private String getLockPath(String pathName) {
return MRHiveDictUtil.DictHiveType.MrDictLockPath.getName() + pathName;
}
}
