org.apache.kylin.rest.metrics.QueryMetricsFacade Maven / Gradle / Ivy
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* 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.rest.metrics;
import java.nio.charset.Charset;
import java.util.Locale;
import java.util.concurrent.ConcurrentHashMap;
import javax.annotation.concurrent.ThreadSafe;
import org.apache.commons.lang3.StringUtils;
import org.apache.hadoop.metrics2.MetricsException;
import org.apache.hadoop.metrics2.lib.DefaultMetricsSystem;
import org.apache.kylin.common.KylinConfig;
import org.apache.kylin.metrics.QuerySparkMetrics;
import org.apache.kylin.rest.request.SQLRequest;
import org.apache.kylin.rest.response.SQLResponse;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.apache.kylin.shaded.com.google.common.hash.HashFunction;
import org.apache.kylin.shaded.com.google.common.hash.Hashing;
import org.springframework.security.core.context.SecurityContextHolder;
/**
* The entrance of metrics features.
*/
@ThreadSafe
public class QueryMetricsFacade {
private static final Logger logger = LoggerFactory.getLogger(QueryMetricsFacade.class);
private static final HashFunction hashFunc = Hashing.murmur3_128();
private static boolean enabled = false;
private static ConcurrentHashMap metricsMap = new ConcurrentHashMap<>();
public static void init() {
enabled = KylinConfig.getInstanceFromEnv().getQueryMetricsEnabled();
if (!enabled)
return;
DefaultMetricsSystem.initialize("Kylin");
}
private static long getSqlHashCode(String sql) {
return hashFunc.hashString(sql, Charset.forName("UTF-8")).asLong();
}
public static void updateMetrics(String queryId, SQLRequest sqlRequest, SQLResponse sqlResponse) {
updateMetricsToLocal(sqlRequest, sqlResponse);
updateMetricsToCache(queryId, sqlRequest, sqlResponse);
}
private static void updateMetricsToLocal(SQLRequest sqlRequest, SQLResponse sqlResponse) {
if (!enabled)
return;
String projectName = sqlRequest.getProject();
update(getQueryMetrics("Server_Total"), sqlResponse);
update(getQueryMetrics(projectName), sqlResponse);
String cube = sqlResponse.getCube();
if (StringUtils.isEmpty(cube)) {
return;
}
String cubeName = cube.replace("=", "->");
String cubeMetricName = projectName + ",sub=" + cubeName;
update(getQueryMetrics(cubeMetricName), sqlResponse);
}
private static void updateMetricsToCache(String queryId, SQLRequest sqlRequest, SQLResponse sqlResponse) {
String user = SecurityContextHolder.getContext().getAuthentication().getName();
if (user == null) {
user = "unknown";
}
QuerySparkMetrics.QueryExecutionMetrics queryExecutionMetrics = QuerySparkMetrics.getInstance()
.getQueryExecutionMetricsMap().getIfPresent(queryId);
if (queryExecutionMetrics != null) {
queryExecutionMetrics.setUser(user);
queryExecutionMetrics.setSqlIdCode(getSqlHashCode(sqlRequest.getSql()));
queryExecutionMetrics.setProject(norm(sqlRequest.getProject()));
queryExecutionMetrics.setQueryType(sqlResponse.isStorageCacheUsed() ? "CACHE" : "PARQUET");
queryExecutionMetrics.setRealization(sqlResponse.getCube());
queryExecutionMetrics.setRealizationTypes(sqlResponse.getRealizationTypes());
queryExecutionMetrics.setCuboidIds(sqlResponse.getCuboidIds());
queryExecutionMetrics.setSqlDuration(sqlResponse.getDuration());
queryExecutionMetrics.setTotalScanCount(sqlResponse.getTotalScanCount());
queryExecutionMetrics.setTotalScanBytes(sqlResponse.getTotalScanBytes());
queryExecutionMetrics.setResultCount(sqlResponse.getResults() == null ? 0 : sqlResponse.getResults().size());
queryExecutionMetrics.setException(sqlResponse.getThrowable() == null ? "NULL" :
sqlResponse.getThrowable().getClass().getName());
}
}
private static String norm(String project) {
return project.toUpperCase(Locale.ROOT);
}
private static void update(QueryMetrics queryMetrics, SQLResponse sqlResponse) {
try {
incrQueryCount(queryMetrics, sqlResponse);
incrCacheHitCount(queryMetrics, sqlResponse);
if (!sqlResponse.getIsException()) {
queryMetrics.addQueryLatency(sqlResponse.getDuration());
queryMetrics.addScanRowCount(sqlResponse.getTotalScanCount());
queryMetrics.addResultRowCount(sqlResponse.getResults().size());
}
} catch (Exception e) {
logger.error(e.getMessage());
}
}
private static void incrQueryCount(QueryMetrics queryMetrics, SQLResponse sqlResponse) {
if (!sqlResponse.isHitExceptionCache() && !sqlResponse.getIsException()) {
queryMetrics.incrQuerySuccessCount();
} else {
queryMetrics.incrQueryFailCount();
}
queryMetrics.incrQueryCount();
}
private static void incrCacheHitCount(QueryMetrics queryMetrics, SQLResponse sqlResponse) {
if (sqlResponse.isStorageCacheUsed()) {
queryMetrics.addCacheHitCount(1);
}
}
private static QueryMetrics getQueryMetrics(String name) {
KylinConfig config = KylinConfig.getInstanceFromEnv();
int[] intervals = config.getQueryMetricsPercentilesIntervals();
QueryMetrics queryMetrics = metricsMap.get(name);
if (queryMetrics != null) {
return queryMetrics;
}
synchronized (QueryMetricsFacade.class) {
queryMetrics = metricsMap.get(name);
if (queryMetrics != null) {
return queryMetrics;
}
try {
queryMetrics = new QueryMetrics(intervals).registerWith(name);
metricsMap.put(name, queryMetrics);
return queryMetrics;
} catch (MetricsException e) {
logger.warn(name + " register error: ", e);
}
}
return queryMetrics;
}
}
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