/* * 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.drill.exec.planner.index; import org.apache.drill.shaded.guava.com.google.common.collect.ImmutableMap; import org.apache.drill.shaded.guava.com.google.common.collect.Maps; import org.apache.drill.shaded.guava.com.google.common.collect.Sets; import org.apache.calcite.rel.RelNode; import org.apache.calcite.rex.RexCall; import org.apache.calcite.rex.RexCorrelVariable; import org.apache.calcite.rex.RexDynamicParam; import org.apache.calcite.rex.RexFieldAccess; import org.apache.calcite.rex.RexInputRef; import org.apache.calcite.rex.RexLiteral; import org.apache.calcite.rex.RexLocalRef; import org.apache.calcite.rex.RexNode; import org.apache.calcite.rex.RexOver; import org.apache.calcite.rex.RexRangeRef; import org.apache.calcite.rex.RexVisitorImpl; import org.apache.calcite.sql.SqlKind; import org.apache.calcite.sql.type.SqlTypeName; import org.apache.drill.common.expression.LogicalExpression; import org.apache.drill.exec.planner.logical.DrillOptiq; import org.apache.drill.exec.planner.logical.DrillParseContext; import org.apache.drill.exec.planner.physical.PrelUtil; import java.util.Map; import java.util.Set; /** * The filter expressions that could be indexed * Other than SchemaPaths, which represent columns of a table and could be indexed, * we consider only function expressions, and specifically, CAST function. * To judge if an expression is indexable, we check these: * 1, this expression should be one operand of a comparison operator, one of SqlKind.COMPARISON: * IN, EQUALS, NOT_EQUALS, LESS_THAN, GREATER_THAN, GREATER_THAN_OR_EQUAL, LESS_THAN_OR_EQUAL * 2, the expression tree should contain at least one inputRef (which means this expression is a * computation on top of at least one column), and if we have more than one indexable expressions * are found from operands of comparison operator, we should not take any expression as indexable. * * 3, (LIMIT to one level function) the expression is a function call, and no nested function call underneath, except ITEM * 4, (LIMIT to CAST), the function call is a CAST */ public class IndexableExprMarker extends RexVisitorImpl { //map of rexNode->converted LogicalExpression final Map desiredExpressions = Maps.newHashMap(); //the expressions in equality comparison final Map equalityExpressions = Maps.newHashMap(); //the expression found in non-equality comparison final Map notInEquality = Maps.newHashMap(); //for =(cast(a.b as VARCHAR(len)), 'abcd'), if the 'len' is less than the max length of casted field on index table, // we want to rewrite it to LIKE(cast(a.b as VARCHAR(len)), 'abcd%') //map equalOnCastChar: key is the equal operator, value is the operand (cast(a.b as VARCHAR(10)), final Map equalOnCastChar = Maps.newHashMap(); final private RelNode inputRel; //flag current recursive call state: whether we are on a direct operand of comparison operator boolean directCompareOp = false; RexCall contextCall = null; DrillParseContext parserContext; public IndexableExprMarker(RelNode inputRel) { super(true); this.inputRel = inputRel; parserContext = new DrillParseContext(PrelUtil.getPlannerSettings(inputRel.getCluster())); } public Map getIndexableExpression() { return ImmutableMap.copyOf(desiredExpressions); } public Map getEqualOnCastChar() { return ImmutableMap.copyOf(equalOnCastChar); } /** * return the expressions that were only in equality condition _and_ only once. ( a.b = 'value' ) * @return */ public Set getExpressionsOnlyInEquality() { Set onlyInEquality = Sets.newHashSet(); Set notInEqSet = Sets.newHashSet(); Set inEqMoreThanOnce = Sets.newHashSet(); notInEqSet.addAll(notInEquality.values()); for (LogicalExpression expr : equalityExpressions.values()) { //only process expr that is not in any non-equality condition(!notInEqSet.contains) if (!notInEqSet.contains(expr)) { //expr appear in two and more equality conditions should be ignored too if (inEqMoreThanOnce.contains(expr)) { continue; } //we already have recorded this expr in equality condition, move it to inEqMoreThanOnce if (onlyInEquality.contains(expr)) { inEqMoreThanOnce.add(expr); onlyInEquality.remove(expr); continue; } //finally we could take this expr onlyInEquality.add(expr); } } return onlyInEquality; } @Override public Boolean visitInputRef(RexInputRef rexInputRef) { return directCompareOp; } public boolean containInputRef(RexNode rex) { if (rex instanceof RexInputRef) { return true; } if ((rex instanceof RexCall) && "ITEM".equals(((RexCall)rex).getOperator().getName())) { return true; } //TODO: use a visitor search recursively for inputRef, if found one return true return false; } public boolean operandsAreIndexable(RexCall call) { SqlKind kind = call.getKind(); boolean kindIsRight = (SqlKind.COMPARISON.contains(kind) || kind==SqlKind.LIKE || kind == SqlKind.SIMILAR); if (!kindIsRight) { return false; } int inputReference = 0; for (RexNode operand : call.operands) { //if for this operator, there are two operands and more have inputRef, which means it is something like: // a.b = a.c, instead of a.b ='hello', so this cannot apply index if (containInputRef(operand)) { inputReference++; if(inputReference>=2) { return false; } } } return true; } @Override public Boolean visitCall(RexCall call) { if (call.getKind() == SqlKind.NOT || call.getKind() == SqlKind.NOT_EQUALS || call.getKind() == SqlKind.NOT_IN) { // Conditions under NOT are not indexable return false; } if (operandsAreIndexable(call)) { for (RexNode operand : call.operands) { directCompareOp = true; contextCall = call; boolean markIt = operand.accept(this); directCompareOp = false; contextCall = null; if (markIt) { LogicalExpression expr = DrillOptiq.toDrill(parserContext, inputRel, operand); desiredExpressions.put(operand, expr); if (call.getKind() == SqlKind.EQUALS) { equalityExpressions.put(operand, expr); } else { notInEquality.put(operand, expr); } } } return false; } //now we are handling a call directly under comparison e.g. <([call], literal) if (directCompareOp) { // if it is an item, or CAST function if ("ITEM".equals(call.getOperator().getName())) { return directCompareOp; } else if (call.getKind() == SqlKind.CAST) { //For now, we care only direct CAST: CAST's operand is a field(schemaPath), // either ITEM call(nested name) or inputRef //cast as char/varchar in equals function if(contextCall != null && contextCall.getKind() == SqlKind.EQUALS && (call.getType().getSqlTypeName()== SqlTypeName.CHAR || call.getType().getSqlTypeName()==SqlTypeName.VARCHAR)) { equalOnCastChar.put(contextCall, DrillOptiq.toDrill(parserContext, inputRel, call)); } RexNode castOp = call.operands.get(0); if (castOp instanceof RexInputRef) { return true; } if ((castOp instanceof RexCall) && ("ITEM".equals(((RexCall)castOp).getOperator().getName()))) { return true; } } } for (RexNode operand : call.operands) { boolean bret = operand.accept(this); } return false; } public Boolean visitLocalRef(RexLocalRef localRef) { return false; } public Boolean visitLiteral(RexLiteral literal) { return false; } public Boolean visitOver(RexOver over) { return false; } public Boolean visitCorrelVariable(RexCorrelVariable correlVariable) { return false; } public Boolean visitDynamicParam(RexDynamicParam dynamicParam) { return false; } public Boolean visitRangeRef(RexRangeRef rangeRef) { return false; } public Boolean visitFieldAccess(RexFieldAccess fieldAccess) { final RexNode expr = fieldAccess.getReferenceExpr(); return expr.accept(this); } }