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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.hadoop.hive.ql.exec;
import java.io.BufferedOutputStream;
import java.io.IOException;
import java.io.ObjectOutputStream;
import java.io.Serializable;
import java.util.ArrayList;
import java.util.List;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FileStatus;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.hive.conf.HiveConf;
import org.apache.hadoop.hive.ql.CompilationOpContext;
import org.apache.hadoop.hive.ql.exec.mapjoin.MapJoinMemoryExhaustionHandler;
import org.apache.hadoop.hive.ql.exec.persistence.HashMapWrapper;
import org.apache.hadoop.hive.ql.exec.persistence.MapJoinEagerRowContainer;
import org.apache.hadoop.hive.ql.exec.persistence.MapJoinKeyObject;
import org.apache.hadoop.hive.ql.exec.persistence.MapJoinObjectSerDeContext;
import org.apache.hadoop.hive.ql.exec.persistence.MapJoinPersistableTableContainer;
import org.apache.hadoop.hive.ql.exec.persistence.MapJoinRowContainer;
import org.apache.hadoop.hive.ql.exec.persistence.MapJoinTableContainer;
import org.apache.hadoop.hive.ql.exec.persistence.MapJoinTableContainerSerDe;
import org.apache.hadoop.hive.ql.metadata.HiveException;
import org.apache.hadoop.hive.ql.plan.HashTableSinkDesc;
import org.apache.hadoop.hive.ql.plan.TableDesc;
import org.apache.hadoop.hive.ql.plan.api.OperatorType;
import org.apache.hadoop.hive.ql.session.SessionState.LogHelper;
import org.apache.hadoop.hive.serde2.AbstractSerDe;
import org.apache.hadoop.hive.serde2.SerDeException;
import org.apache.hadoop.hive.serde2.SerDeUtils;
import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspectorUtils;
import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspectorUtils.ObjectInspectorCopyOption;
import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorFactory;
import org.apache.hadoop.util.ReflectionUtils;
public class HashTableSinkOperator extends TerminalOperator implements
Serializable {
private static final long serialVersionUID = 1L;
protected static final Logger LOG = LoggerFactory.getLogger(HashTableSinkOperator.class.getName());
/**
* The expressions for join inputs's join keys.
*/
private transient List[] joinKeys;
/**
* The ObjectInspectors for the join inputs's join keys.
*/
private transient List[] joinKeysObjectInspectors;
private transient int posBigTableAlias = -1; // one of the tables that is not in memory
/**
* The filters for join
*/
private transient List[] joinFilters;
private transient int[][] filterMaps;
/**
* The expressions for join outputs.
*/
private transient List[] joinValues;
/**
* The ObjectInspectors for the join inputs.
*/
private transient List[] joinValuesObjectInspectors;
/**
* The ObjectInspectors for join filters.
*/
private transient List[] joinFilterObjectInspectors;
private transient Byte[] order; // order in which the results should
protected Configuration hconf;
protected transient MapJoinPersistableTableContainer[] mapJoinTables;
protected transient MapJoinTableContainerSerDe[] mapJoinTableSerdes;
private final Object[] emptyObjectArray = new Object[0];
private final MapJoinEagerRowContainer emptyRowContainer = new MapJoinEagerRowContainer();
private long rowNumber = 0;
protected transient LogHelper console;
private long hashTableScale;
private MapJoinMemoryExhaustionHandler memoryExhaustionHandler;
/** Kryo ctor. */
protected HashTableSinkOperator() {
super();
}
public HashTableSinkOperator(CompilationOpContext ctx) {
super(ctx);
}
public HashTableSinkOperator(CompilationOpContext ctx, MapJoinOperator mjop) {
this(ctx);
this.conf = new HashTableSinkDesc(mjop.getConf());
}
@Override
@SuppressWarnings("unchecked")
protected void initializeOp(Configuration hconf) throws HiveException {
super.initializeOp(hconf);
boolean isSilent = HiveConf.getBoolVar(hconf, HiveConf.ConfVars.HIVESESSIONSILENT);
console = new LogHelper(LOG, isSilent);
memoryExhaustionHandler = new MapJoinMemoryExhaustionHandler(console, conf.getHashtableMemoryUsage());
emptyRowContainer.addRow(emptyObjectArray);
// for small tables only; so get the big table position first
posBigTableAlias = conf.getPosBigTable();
order = conf.getTagOrder();
// initialize some variables, which used to be initialized in CommonJoinOperator
this.hconf = hconf;
filterMaps = conf.getFilterMap();
int tagLen = conf.getTagLength();
// process join keys
joinKeys = new List[tagLen];
JoinUtil.populateJoinKeyValue(joinKeys, conf.getKeys(), posBigTableAlias, hconf);
joinKeysObjectInspectors = JoinUtil.getObjectInspectorsFromEvaluators(joinKeys,
inputObjInspectors, posBigTableAlias, tagLen);
// process join values
joinValues = new List[tagLen];
JoinUtil.populateJoinKeyValue(joinValues, conf.getExprs(), posBigTableAlias, hconf);
joinValuesObjectInspectors = JoinUtil.getObjectInspectorsFromEvaluators(joinValues,
inputObjInspectors, posBigTableAlias, tagLen);
// process join filters
joinFilters = new List[tagLen];
JoinUtil.populateJoinKeyValue(joinFilters, conf.getFilters(), posBigTableAlias, hconf);
joinFilterObjectInspectors = JoinUtil.getObjectInspectorsFromEvaluators(joinFilters,
inputObjInspectors, posBigTableAlias, tagLen);
if (!conf.isNoOuterJoin()) {
for (Byte alias : order) {
if (alias == posBigTableAlias || joinValues[alias] == null) {
continue;
}
List rcOIs = joinValuesObjectInspectors[alias];
if (filterMaps != null && filterMaps[alias] != null) {
// for each alias, add object inspector for filter tag as the last element
rcOIs = new ArrayList(rcOIs);
rcOIs.add(PrimitiveObjectInspectorFactory.writableShortObjectInspector);
}
}
}
mapJoinTables = new MapJoinPersistableTableContainer[tagLen];
mapJoinTableSerdes = new MapJoinTableContainerSerDe[tagLen];
hashTableScale = HiveConf.getLongVar(hconf, HiveConf.ConfVars.HIVEHASHTABLESCALE);
if (hashTableScale <= 0) {
hashTableScale = 1;
}
try {
TableDesc keyTableDesc = conf.getKeyTblDesc();
AbstractSerDe keySerde = (AbstractSerDe) ReflectionUtils.newInstance(keyTableDesc.getDeserializerClass(),
null);
SerDeUtils.initializeSerDe(keySerde, null, keyTableDesc.getProperties(), null);
MapJoinObjectSerDeContext keyContext = new MapJoinObjectSerDeContext(keySerde, false);
for (Byte pos : order) {
if (pos == posBigTableAlias) {
continue;
}
mapJoinTables[pos] = new HashMapWrapper(hconf, -1);
TableDesc valueTableDesc = conf.getValueTblFilteredDescs().get(pos);
AbstractSerDe valueSerDe = (AbstractSerDe) ReflectionUtils.newInstance(valueTableDesc.getDeserializerClass(), null);
SerDeUtils.initializeSerDe(valueSerDe, null, valueTableDesc.getProperties(), null);
mapJoinTableSerdes[pos] = new MapJoinTableContainerSerDe(keyContext, new MapJoinObjectSerDeContext(
valueSerDe, hasFilter(pos)));
}
} catch (SerDeException e) {
throw new HiveException(e);
}
}
public MapJoinTableContainer[] getMapJoinTables() {
return mapJoinTables;
}
private static List[] getStandardObjectInspectors(
List[] aliasToObjectInspectors, int maxTag) {
@SuppressWarnings("unchecked")
List[] result = new List[maxTag];
for (byte alias = 0; alias < aliasToObjectInspectors.length; alias++) {
List oiList = aliasToObjectInspectors[alias];
if (oiList == null) {
continue;
}
ArrayList fieldOIList = new ArrayList(oiList.size());
for (int i = 0; i < oiList.size(); i++) {
fieldOIList.add(ObjectInspectorUtils.getStandardObjectInspector(oiList.get(i),
ObjectInspectorCopyOption.WRITABLE));
}
result[alias] = fieldOIList;
}
return result;
}
/*
* This operator only process small tables Read the key/value pairs Load them into hashtable
*/
@Override
public void process(Object row, int tag) throws HiveException {
byte alias = (byte)tag;
// compute keys and values as StandardObjects. Use non-optimized key (MR).
Object[] currentKey = new Object[joinKeys[alias].size()];
for (int keyIndex = 0; keyIndex < joinKeys[alias].size(); ++keyIndex) {
currentKey[keyIndex] = joinKeys[alias].get(keyIndex).evaluate(row);
}
MapJoinKeyObject key = new MapJoinKeyObject();
key.readFromRow(currentKey, joinKeysObjectInspectors[alias]);
Object[] value = emptyObjectArray;
if((hasFilter(alias) && filterMaps[alias].length > 0) || joinValues[alias].size() > 0) {
value = JoinUtil.computeMapJoinValues(row, joinValues[alias],
joinValuesObjectInspectors[alias], joinFilters[alias], joinFilterObjectInspectors[alias],
filterMaps == null ? null : filterMaps[alias]);
}
MapJoinPersistableTableContainer tableContainer = mapJoinTables[alias];
MapJoinRowContainer rowContainer = tableContainer.get(key);
if (rowContainer == null) {
if(value.length != 0) {
rowContainer = new MapJoinEagerRowContainer();
rowContainer.addRow(value);
} else {
rowContainer = emptyRowContainer;
}
rowNumber++;
if (rowNumber > hashTableScale && rowNumber % hashTableScale == 0) {
memoryExhaustionHandler.checkMemoryStatus(tableContainer.size(), rowNumber);
}
tableContainer.put(key, rowContainer);
} else if (rowContainer == emptyRowContainer) {
rowContainer = rowContainer.copy();
rowContainer.addRow(value);
tableContainer.put(key, rowContainer);
} else {
rowContainer.addRow(value);
}
}
private boolean hasFilter(int alias) {
return filterMaps != null && filterMaps[alias] != null;
}
@Override
public void closeOp(boolean abort) throws HiveException {
try {
if (mapJoinTables == null) {
LOG.debug("mapJoinTables is null");
} else {
flushToFile();
}
super.closeOp(abort);
} catch (HiveException e) {
throw e;
} catch (Exception e) {
throw new HiveException(e);
}
}
protected void flushToFile() throws IOException, HiveException {
// get tmp file URI
Path tmpURI = getExecContext().getLocalWork().getTmpPath();
LOG.info("Temp URI for side table: {}", tmpURI);
for (byte tag = 0; tag < mapJoinTables.length; tag++) {
// get the key and value
MapJoinPersistableTableContainer tableContainer = mapJoinTables[tag];
if (tableContainer == null) {
continue;
}
// get current input file name
String bigBucketFileName = getExecContext().getCurrentBigBucketFile();
String fileName = getExecContext().getLocalWork().getBucketFileName(bigBucketFileName);
// get the tmp URI path; it will be a hdfs path if not local mode
// TODO [MM gap?]: this doesn't work, however this is MR only.
// The path for writer and reader mismatch:
// Dump the side-table for tag ... -local-10004/HashTable-Stage-1/MapJoin-a-00-(ds%3D2008-04-08)mm_2.hashtable
// Load back 1 hashtable file -local-10004/HashTable-Stage-1/MapJoin-a-00-srcsortbucket3outof4.txt.hashtable
// Hive3 probably won't support MR so do we really care?
String dumpFilePrefix = conf.getDumpFilePrefix();
Path path = Utilities.generatePath(tmpURI, dumpFilePrefix, tag, fileName);
console.printInfo(Utilities.now() + "\tDump the side-table for tag: " + tag +
" with group count: " + tableContainer.size() + " into file: " + path);
// get the hashtable file and path
FileSystem fs = path.getFileSystem(hconf);
ObjectOutputStream out = new ObjectOutputStream(new BufferedOutputStream(fs.create(path)));
try {
mapJoinTableSerdes[tag].persist(out, tableContainer);
} finally {
out.close();
}
tableContainer.clear();
FileStatus status = fs.getFileStatus(path);
console.printInfo(Utilities.now() + "\tUploaded 1 File to: " + path +
" (" + status.getLen() + " bytes)");
}
}
/**
* Implements the getName function for the Node Interface.
*
* @return the name of the operator
*/
@Override
public String getName() {
return getOperatorName();
}
static public String getOperatorName() {
return "HASHTABLESINK";
}
@Override
public OperatorType getType() {
return OperatorType.HASHTABLESINK;
}
}
