Many resources are needed to download a project. Please understand that we have to compensate our server costs. Thank you in advance. Project price only 1 $
You can buy this project and download/modify it how often you want.
/**
* 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.hadoop.hive.ql.optimizer;
import java.io.IOException;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.LinkedHashMap;
import java.util.List;
import java.util.Set;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.apache.hadoop.fs.FileStatus;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.hive.common.FileUtils;
import org.apache.hadoop.hive.conf.HiveConf;
import org.apache.hadoop.hive.metastore.api.Index;
import org.apache.hadoop.hive.ql.Driver;
import org.apache.hadoop.hive.ql.exec.TableScanOperator;
import org.apache.hadoop.hive.ql.exec.Task;
import org.apache.hadoop.hive.ql.exec.TaskFactory;
import org.apache.hadoop.hive.ql.exec.Utilities;
import org.apache.hadoop.hive.ql.hooks.ReadEntity;
import org.apache.hadoop.hive.ql.hooks.WriteEntity;
import org.apache.hadoop.hive.ql.index.IndexMetadataChangeTask;
import org.apache.hadoop.hive.ql.index.IndexMetadataChangeWork;
import org.apache.hadoop.hive.ql.metadata.Hive;
import org.apache.hadoop.hive.ql.metadata.HiveException;
import org.apache.hadoop.hive.ql.metadata.Partition;
import org.apache.hadoop.hive.ql.metadata.Table;
import org.apache.hadoop.hive.ql.optimizer.physical.index.IndexWhereProcessor;
import org.apache.hadoop.hive.ql.parse.ParseContext;
import org.apache.hadoop.hive.ql.parse.PrunedPartitionList;
import org.apache.hadoop.hive.ql.parse.SemanticException;
import org.apache.hadoop.hive.ql.session.SessionState;
/**
* Utility class for index support.
* Currently used for BITMAP and AGGREGATE index
*
*/
public final class IndexUtils {
private static final Logger LOG = LoggerFactory.getLogger(IndexWhereProcessor.class.getName());
private IndexUtils(){
}
/**
* Check the partitions used by the table scan to make sure they also exist in the
* index table.
* @param pctx
* @param indexes
* @return partitions used by query. null if they do not exist in index table
* @throws HiveException
*/
public static Set checkPartitionsCoveredByIndex(TableScanOperator tableScan,
ParseContext pctx, List indexes) throws HiveException {
Hive hive = Hive.get(pctx.getConf());
// make sure each partition exists on the index table
PrunedPartitionList queryPartitionList = pctx.getOpToPartList().get(tableScan);
Set queryPartitions = queryPartitionList.getPartitions();
if (queryPartitions == null || queryPartitions.isEmpty()) {
return null;
}
for (Partition part : queryPartitions) {
if (!containsPartition(hive, part, indexes)) {
return null; // problem if it doesn't contain the partition
}
}
return queryPartitions;
}
/**
* check that every index table contains the given partition and is fresh
*/
private static boolean containsPartition(Hive hive, Partition part, List indexes)
throws HiveException {
HashMap partSpec = part.getSpec();
if (partSpec.isEmpty()) {
// empty specs come from non-partitioned tables
return isIndexTableFresh(hive, indexes, part.getTable());
}
for (Index index : indexes) {
// index.getDbName() is used as a default database, which is database of target table,
// if index.getIndexTableName() does not contain database name
String[] qualified = Utilities.getDbTableName(index.getDbName(), index.getIndexTableName());
Table indexTable = hive.getTable(qualified[0], qualified[1]);
// get partitions that match the spec
Partition matchingPartition = hive.getPartition(indexTable, partSpec, false);
if (matchingPartition == null) {
LOG.info("Index table " + indexTable + "did not contain built partition that matched " + partSpec);
return false;
} else if (!isIndexPartitionFresh(hive, index, part)) {
return false;
}
}
return true;
}
/**
* Check the index partitions on a partitioned table exist and are fresh
*/
private static boolean isIndexPartitionFresh(Hive hive, Index index,
Partition part) throws HiveException {
LOG.info("checking index staleness...");
try {
String indexTs = index.getParameters().get(part.getSpec().toString());
if (indexTs == null) {
return false;
}
FileSystem partFs = part.getDataLocation().getFileSystem(hive.getConf());
FileStatus[] parts = partFs.listStatus(part.getDataLocation(), FileUtils.HIDDEN_FILES_PATH_FILTER);
for (FileStatus status : parts) {
if (status.getModificationTime() > Long.parseLong(indexTs)) {
LOG.info("Index is stale on partition '" + part.getName()
+ "'. Modified time (" + status.getModificationTime() + ") for '" + status.getPath()
+ "' is higher than index creation time (" + indexTs + ").");
return false;
}
}
} catch (IOException e) {
throw new HiveException("Failed to grab timestamp information from partition '" + part.getName() + "': " + e.getMessage(), e);
}
return true;
}
/**
* Check that the indexes on the un-partitioned table exist and are fresh
*/
private static boolean isIndexTableFresh(Hive hive, List indexes, Table src)
throws HiveException {
//check that they exist
if (indexes == null || indexes.size() == 0) {
return false;
}
//check that they are not stale
for (Index index : indexes) {
LOG.info("checking index staleness...");
try {
String indexTs = index.getParameters().get("base_timestamp");
if (indexTs == null) {
return false;
}
FileSystem srcFs = src.getPath().getFileSystem(hive.getConf());
FileStatus[] srcs = srcFs.listStatus(src.getPath(), FileUtils.HIDDEN_FILES_PATH_FILTER);
for (FileStatus status : srcs) {
if (status.getModificationTime() > Long.parseLong(indexTs)) {
LOG.info("Index is stale on table '" + src.getTableName()
+ "'. Modified time (" + status.getModificationTime() + ") for '" + status.getPath()
+ "' is higher than index creation time (" + indexTs + ").");
return false;
}
}
} catch (IOException e) {
throw new HiveException("Failed to grab timestamp information from table '" + src.getTableName() + "': " + e.getMessage(), e);
}
}
return true;
}
/**
* Get a list of indexes on a table that match given types.
*/
public static List getIndexes(Table baseTableMetaData, List matchIndexTypes)
throws SemanticException {
List matchingIndexes = new ArrayList();
List indexesOnTable;
try {
indexesOnTable = getAllIndexes(baseTableMetaData, (short) -1); // get all indexes
} catch (HiveException e) {
throw new SemanticException("Error accessing metastore", e);
}
for (Index index : indexesOnTable) {
String indexType = index.getIndexHandlerClass();
if (matchIndexTypes.contains(indexType)) {
matchingIndexes.add(index);
}
}
return matchingIndexes;
}
/**
* @return List containing Indexes names if there are indexes on this table
* @throws HiveException
**/
public static List getAllIndexes(Table table, short max) throws HiveException {
Hive hive = Hive.get();
return hive.getIndexes(table.getTTable().getDbName(), table.getTTable().getTableName(), max);
}
public static Task createRootTask(
HiveConf builderConf,
Set inputs,
Set outputs,
StringBuilder command,
LinkedHashMap partSpec,
String indexTableName,
String dbName){
// Don't try to index optimize the query to build the index
HiveConf.setBoolVar(builderConf, HiveConf.ConfVars.HIVEOPTINDEXFILTER, false);
Driver driver = new Driver(builderConf, SessionState.get().getUserName());
driver.compile(command.toString(), false);
Task rootTask = driver.getPlan().getRootTasks().get(0);
inputs.addAll(driver.getPlan().getInputs());
outputs.addAll(driver.getPlan().getOutputs());
IndexMetadataChangeWork indexMetaChange = new IndexMetadataChangeWork(partSpec,
indexTableName, dbName);
IndexMetadataChangeTask indexMetaChangeTsk =
(IndexMetadataChangeTask) TaskFactory.get(indexMetaChange, builderConf);
indexMetaChangeTsk.setWork(indexMetaChange);
rootTask.addDependentTask(indexMetaChangeTsk);
driver.destroy();
return rootTask;
}
}
