org.apache.hadoop.hive.ql.optimizer.index.RewriteCanApplyCtx Maven / Gradle / Ivy
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* Licensed to the Apache Software Foundation (ASF) under one
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* distributed with this work for additional information
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* 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.index;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.LinkedHashMap;
import java.util.LinkedHashSet;
import java.util.List;
import java.util.Map;
import java.util.Set;
import java.util.Stack;
import org.apache.commons.logging.Log;
import org.apache.commons.logging.LogFactory;
import org.apache.hadoop.hive.metastore.api.Index;
import org.apache.hadoop.hive.ql.exec.Operator;
import org.apache.hadoop.hive.ql.exec.FilterOperator;
import org.apache.hadoop.hive.ql.exec.GroupByOperator;
import org.apache.hadoop.hive.ql.exec.SelectOperator;
import org.apache.hadoop.hive.ql.lib.DefaultRuleDispatcher;
import org.apache.hadoop.hive.ql.lib.Dispatcher;
import org.apache.hadoop.hive.ql.lib.GraphWalker;
import org.apache.hadoop.hive.ql.lib.Node;
import org.apache.hadoop.hive.ql.lib.NodeProcessor;
import org.apache.hadoop.hive.ql.lib.NodeProcessorCtx;
import org.apache.hadoop.hive.ql.lib.PreOrderWalker;
import org.apache.hadoop.hive.ql.lib.Rule;
import org.apache.hadoop.hive.ql.lib.RuleRegExp;
import org.apache.hadoop.hive.ql.parse.ParseContext;
import org.apache.hadoop.hive.ql.parse.SemanticException;
import org.apache.hadoop.hive.ql.plan.OperatorDesc;
/**
* RewriteCanApplyCtx class stores the context for the {@link RewriteCanApplyProcFactory}
* to determine if any index can be used and if the input query
* meets all the criteria for rewrite optimization.
*/
public final class RewriteCanApplyCtx implements NodeProcessorCtx {
private static final Log LOG = LogFactory.getLog(RewriteCanApplyCtx.class.getName());
private RewriteCanApplyCtx(ParseContext parseContext) {
this.parseContext = parseContext;
}
public static RewriteCanApplyCtx getInstance(ParseContext parseContext){
return new RewriteCanApplyCtx(parseContext);
}
// Rewrite Variables
private int aggFuncCnt = 0;
private boolean queryHasGroupBy = false;
private boolean aggFuncIsNotCount = false;
private boolean aggFuncColsFetchException = false;
private boolean whrClauseColsFetchException = false;
private boolean selClauseColsFetchException = false;
private boolean gbyKeysFetchException = false;
private boolean countOnAllCols = false;
private boolean countOfOne = false;
private boolean queryHasMultipleTables = false;
//Data structures that are populated in the RewriteCanApplyProcFactory
//methods to check if the index key meets all criteria
private Set selectColumnsList = new LinkedHashSet();
private Set predicateColumnsList = new LinkedHashSet();
private Set gbKeyNameList = new LinkedHashSet();
private Set aggFuncColList = new LinkedHashSet();
private final ParseContext parseContext;
private String baseTableName;
private String aggFunction;
void resetCanApplyCtx(){
setAggFuncCnt(0);
setQueryHasGroupBy(false);
setAggFuncIsNotCount(false);
setAggFuncColsFetchException(false);
setWhrClauseColsFetchException(false);
setSelClauseColsFetchException(false);
setGbyKeysFetchException(false);
setCountOnAllCols(false);
setCountOfOne(false);
setQueryHasMultipleTables(false);
selectColumnsList.clear();
predicateColumnsList.clear();
gbKeyNameList.clear();
aggFuncColList.clear();
setBaseTableName("");
setAggFunction("");
}
public boolean isQueryHasGroupBy() {
return queryHasGroupBy;
}
public void setQueryHasGroupBy(boolean queryHasGroupBy) {
this.queryHasGroupBy = queryHasGroupBy;
}
public boolean isAggFuncIsNotCount() {
return aggFuncIsNotCount;
}
public void setAggFuncIsNotCount(boolean aggFuncIsNotCount) {
this.aggFuncIsNotCount = aggFuncIsNotCount;
}
public Map getBaseToIdxTableMap() {
return baseToIdxTableMap;
}
public void setAggFunction(String aggFunction) {
this.aggFunction = aggFunction;
}
public String getAggFunction() {
return aggFunction;
}
public void setAggFuncColsFetchException(boolean aggFuncColsFetchException) {
this.aggFuncColsFetchException = aggFuncColsFetchException;
}
public boolean isAggFuncColsFetchException() {
return aggFuncColsFetchException;
}
public void setWhrClauseColsFetchException(boolean whrClauseColsFetchException) {
this.whrClauseColsFetchException = whrClauseColsFetchException;
}
public boolean isWhrClauseColsFetchException() {
return whrClauseColsFetchException;
}
public void setSelClauseColsFetchException(boolean selClauseColsFetchException) {
this.selClauseColsFetchException = selClauseColsFetchException;
}
public boolean isSelClauseColsFetchException() {
return selClauseColsFetchException;
}
public void setGbyKeysFetchException(boolean gbyKeysFetchException) {
this.gbyKeysFetchException = gbyKeysFetchException;
}
public boolean isGbyKeysFetchException() {
return gbyKeysFetchException;
}
public void setCountOnAllCols(boolean countOnAllCols) {
this.countOnAllCols = countOnAllCols;
}
public boolean isCountOnAllCols() {
return countOnAllCols;
}
public void setCountOfOne(boolean countOfOne) {
this.countOfOne = countOfOne;
}
public boolean isCountOfOne() {
return countOfOne;
}
public void setQueryHasMultipleTables(boolean queryHasMultipleTables) {
this.queryHasMultipleTables = queryHasMultipleTables;
}
public boolean isQueryHasMultipleTables() {
return queryHasMultipleTables;
}
public Set getSelectColumnsList() {
return selectColumnsList;
}
public void setSelectColumnsList(Set selectColumnsList) {
this.selectColumnsList = selectColumnsList;
}
public Set getPredicateColumnsList() {
return predicateColumnsList;
}
public void setPredicateColumnsList(Set predicateColumnsList) {
this.predicateColumnsList = predicateColumnsList;
}
public Set getGbKeyNameList() {
return gbKeyNameList;
}
public void setGbKeyNameList(Set gbKeyNameList) {
this.gbKeyNameList = gbKeyNameList;
}
public Set getAggFuncColList() {
return aggFuncColList;
}
public void setAggFuncColList(Set aggFuncColList) {
this.aggFuncColList = aggFuncColList;
}
public int getAggFuncCnt() {
return aggFuncCnt;
}
public void setAggFuncCnt(int aggFuncCnt) {
this.aggFuncCnt = aggFuncCnt;
}
public String getBaseTableName() {
return baseTableName;
}
public void setBaseTableName(String baseTableName) {
this.baseTableName = baseTableName;
}
public ParseContext getParseContext() {
return parseContext;
}
/**
* This method walks all the nodes starting from topOp TableScanOperator node
* and invokes methods from {@link RewriteCanApplyProcFactory} for each of the rules
* added to the opRules map. We use the {@link PreOrderWalker} for a pre-order
* traversal of the operator tree.
*
* The methods from {@link RewriteCanApplyProcFactory} set appropriate values in
* {@link RewriteVars} enum.
*
* @param topOp
* @throws SemanticException
*/
void populateRewriteVars(Operator topOp)
throws SemanticException{
Map opRules = new LinkedHashMap();
opRules.put(new RuleRegExp("R1", FilterOperator.getOperatorName() + "%"),
RewriteCanApplyProcFactory.canApplyOnFilterOperator());
opRules.put(new RuleRegExp("R2", GroupByOperator.getOperatorName() + "%"),
RewriteCanApplyProcFactory.canApplyOnGroupByOperator());
opRules.put(new RuleRegExp("R3", SelectOperator.getOperatorName() + "%"),
RewriteCanApplyProcFactory.canApplyOnSelectOperator());
// The dispatcher fires the processor corresponding to the closest matching
// rule and passes the context along
Dispatcher disp = new DefaultRuleDispatcher(getDefaultProc(), opRules, this);
GraphWalker ogw = new PreOrderWalker(disp);
// Create a list of topop nodes
List topNodes = new ArrayList();
topNodes.add(topOp);
try {
ogw.startWalking(topNodes, null);
} catch (SemanticException e) {
LOG.error("Exception in walking operator tree. Rewrite variables not populated");
LOG.error(org.apache.hadoop.util.StringUtils.stringifyException(e));
throw new SemanticException(e.getMessage(), e);
}
}
/**
* Default procedure for {@link DefaultRuleDispatcher}.
* @return
*/
private NodeProcessor getDefaultProc() {
return new NodeProcessor() {
@Override
public Object process(Node nd, Stack stack,
NodeProcessorCtx procCtx, Object... nodeOutputs) throws SemanticException {
return null;
}
};
}
//Map for base table to index table mapping
//TableScan operator for base table will be modified to read from index table
private final Map baseToIdxTableMap =
new HashMap();;
public void addTable(String baseTableName, String indexTableName) {
baseToIdxTableMap.put(baseTableName, indexTableName);
}
public String findBaseTable(String baseTableName) {
return baseToIdxTableMap.get(baseTableName);
}
boolean isIndexUsableForQueryBranchRewrite(Index index, Set indexKeyNames){
//--------------------------------------------
//Check if all columns in select list are part of index key columns
if (!indexKeyNames.containsAll(selectColumnsList)) {
LOG.info("Select list has non index key column : " +
" Cannot use index " + index.getIndexName());
return false;
}
//--------------------------------------------
// Check if all columns in where predicate are part of index key columns
if (!indexKeyNames.containsAll(predicateColumnsList)) {
LOG.info("Predicate column ref list has non index key column : " +
" Cannot use index " + index.getIndexName());
return false;
}
//--------------------------------------------
// For group by, we need to check if all keys are from index columns
// itself. Here GB key order can be different than index columns but that does
// not really matter for final result.
if (!indexKeyNames.containsAll(gbKeyNameList)) {
LOG.info("Group by key has some non-indexed columns, " +
" Cannot use index " + index.getIndexName());
return false;
}
// If we have agg function (currently only COUNT is supported), check if its inputs are
// from index. we currently support only that.
if (aggFuncColList.size() > 0) {
if (!indexKeyNames.containsAll(aggFuncColList)){
LOG.info("Agg Func input is not present in index key columns. Currently " +
"only agg func on index columns are supported by rewrite optimization");
return false;
}
}
//Now that we are good to do this optimization, set parameters in context
//which would be used by transformation procedure as inputs.
if(queryHasGroupBy
&& aggFuncCnt == 1
&& !aggFuncIsNotCount){
addTable(baseTableName, index.getIndexTableName());
}else{
LOG.info("No valid criteria met to apply rewrite.");
return false;
}
return true;
}
}