/** * 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.io.parquet.read; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import org.apache.hadoop.hive.ql.io.parquet.FilterPredicateLeafBuilder; import org.apache.hadoop.hive.ql.io.parquet.LeafFilterFactory; import org.apache.hadoop.hive.ql.io.sarg.ExpressionTree; import org.apache.hadoop.hive.ql.io.sarg.PredicateLeaf; import org.apache.hadoop.hive.ql.io.sarg.SearchArgument; import org.apache.parquet.filter2.predicate.FilterApi; import org.apache.parquet.filter2.predicate.FilterPredicate; import org.apache.parquet.schema.MessageType; import org.apache.parquet.schema.Type; import java.util.HashSet; import java.util.List; import java.util.Set; public class ParquetFilterPredicateConverter { private static final Logger LOG = LoggerFactory.getLogger(ParquetFilterPredicateConverter.class); /** * Translate the search argument to the filter predicate parquet uses. It includes * only the columns from the passed schema. * @return a filter predicate translated from search argument. null is returned * if failed to convert. */ public static FilterPredicate toFilterPredicate(SearchArgument sarg, MessageType schema) { Set<String> columns = null; if (schema != null) { columns = new HashSet<String>(); for (Type field : schema.getFields()) { columns.add(field.getName()); } } try { return translate(sarg.getExpression(), sarg.getLeaves(), columns, schema); } catch(Exception e) { return null; } } private static FilterPredicate translate(ExpressionTree root, List<PredicateLeaf> leaves, Set<String> columns, MessageType schema) throws Exception { FilterPredicate p = null; switch (root.getOperator()) { case OR: for(ExpressionTree child: root.getChildren()) { if (p == null) { p = translate(child, leaves, columns, schema); } else { FilterPredicate right = translate(child, leaves, columns, schema); // constant means no filter, ignore it when it is null if(right != null){ p = FilterApi.or(p, right); } } } return p; case AND: for(ExpressionTree child: root.getChildren()) { if (p == null) { p = translate(child, leaves, columns, schema); } else { FilterPredicate right = translate(child, leaves, columns, schema); // constant means no filter, ignore it when it is null if(right != null){ p = FilterApi.and(p, right); } } } return p; case NOT: FilterPredicate op = translate(root.getChildren().get(0), leaves, columns, schema); if (op != null) { return FilterApi.not(op); } else { return null; } case LEAF: PredicateLeaf leaf = leaves.get(root.getLeaf()); // If columns is null, then we need to create the leaf if (columns.contains(leaf.getColumnName())) { Type parquetType = schema.getType(leaf.getColumnName()); return buildFilterPredicateFromPredicateLeaf(leaf, parquetType); } else { // Do not create predicate if the leaf is not on the passed schema. return null; } case CONSTANT: return null;// no filter will be executed for constant default: throw new IllegalStateException("Unknown operator: " + root.getOperator()); } } private static FilterPredicate buildFilterPredicateFromPredicateLeaf (PredicateLeaf leaf, Type parquetType) throws Exception { LeafFilterFactory leafFilterFactory = new LeafFilterFactory(); FilterPredicateLeafBuilder builder; try { builder = leafFilterFactory .getLeafFilterBuilderByType(leaf.getType(), parquetType); if (isMultiLiteralsOperator(leaf.getOperator())) { return builder.buildPredicate(leaf.getOperator(), leaf.getLiteralList(), leaf.getColumnName()); } else { return builder .buildPredict(leaf.getOperator(), leaf.getLiteral(), leaf.getColumnName()); } } catch (Exception e) { LOG.error("fail to build predicate filter leaf with errors" + e, e); throw e; } } private static boolean isMultiLiteralsOperator(PredicateLeaf.Operator op) { return (op == PredicateLeaf.Operator.IN) || (op == PredicateLeaf.Operator.BETWEEN); } }