sujun1020 commented on a change in pull request #13306: URL: https://github.com/apache/flink/pull/13306#discussion_r484658159
########## File path: flink-formats/flink-orc/src/main/java/org/apache/flink/orc/OrcFilters.java ########## @@ -0,0 +1,273 @@ +/* + * 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.flink.orc; + +import org.apache.flink.table.expressions.CallExpression; +import org.apache.flink.table.expressions.Expression; +import org.apache.flink.table.expressions.FieldReferenceExpression; +import org.apache.flink.table.expressions.ValueLiteralExpression; +import org.apache.flink.table.functions.BuiltInFunctionDefinitions; +import org.apache.flink.table.functions.FunctionDefinition; +import org.apache.flink.table.types.DataType; +import org.apache.flink.table.types.logical.LogicalTypeRoot; +import org.apache.flink.util.function.TriFunction; + +import org.apache.flink.shaded.curator4.com.google.common.collect.ImmutableMap; + +import org.apache.hadoop.hive.ql.io.sarg.PredicateLeaf; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.io.Serializable; +import java.util.Optional; +import java.util.function.Function; + +/** + * Utility class that provides helper methods to work with Orc Filter PushDown. + */ +public class OrcFilters { + + private static final Logger LOG = LoggerFactory.getLogger(OrcFileSystemFormatFactory.class); + + private static final ImmutableMap<FunctionDefinition, Function<CallExpression, OrcSplitReader.Predicate>> FILTERS = + new ImmutableMap.Builder<FunctionDefinition, Function<CallExpression, OrcSplitReader.Predicate>>() + .put(BuiltInFunctionDefinitions.IS_NULL, OrcFilters::convertIsNull) + .put(BuiltInFunctionDefinitions.IS_NOT_NULL, OrcFilters::convertIsNotNull) + .put(BuiltInFunctionDefinitions.NOT, OrcFilters::convertNot) + .put(BuiltInFunctionDefinitions.OR, OrcFilters::convertOr) + .put(BuiltInFunctionDefinitions.EQUALS, call -> convertBinary(call, OrcFilters::convertEquals, OrcFilters::convertEquals)) + .put(BuiltInFunctionDefinitions.NOT_EQUALS, call -> convertBinary(call, OrcFilters::convertNotEquals, OrcFilters::convertNotEquals)) + .put(BuiltInFunctionDefinitions.GREATER_THAN, call -> convertBinary(call, OrcFilters::convertGreaterThan, OrcFilters::convertLessThanEquals)) + .put(BuiltInFunctionDefinitions.GREATER_THAN_OR_EQUAL, call -> convertBinary(call, OrcFilters::convertGreaterThanEquals, OrcFilters::convertLessThan)) + .put(BuiltInFunctionDefinitions.LESS_THAN, call -> convertBinary(call, OrcFilters::convertLessThan, OrcFilters::convertGreaterThanEquals)) + .put(BuiltInFunctionDefinitions.LESS_THAN_OR_EQUAL, call -> convertBinary(call, OrcFilters::convertLessThanEquals, OrcFilters::convertGreaterThan)) + .build(); + + private static boolean isRef(Expression expression) { + return expression instanceof FieldReferenceExpression; + } + + private static boolean isLit(Expression expression) { + return expression instanceof ValueLiteralExpression; + } + + private static boolean isUnaryValid(CallExpression callExpression) { + return callExpression.getChildren().size() == 1 && isRef(callExpression.getChildren().get(0)); + } + + private static boolean isBinaryValid(CallExpression callExpression) { + return callExpression.getChildren().size() == 2 && ( + isRef(callExpression.getChildren().get(0)) && isLit(callExpression.getChildren().get(1)) || + isLit(callExpression.getChildren().get(0)) && isRef(callExpression.getChildren().get(1)) + ); + } + + private static OrcSplitReader.Predicate convertIsNull(CallExpression callExp) { + if (!isUnaryValid(callExp)) { + // not a valid predicate + LOG.debug("Unsupported predicate [{}] cannot be pushed into OrcFileSystemFormatFactory.", callExp); + return null; + } + + PredicateLeaf.Type colType = toOrcType(((FieldReferenceExpression) callExp.getChildren().get(0)).getOutputDataType()); + if (colType == null) { + // unsupported type + LOG.debug("Unsupported predicate [{}] cannot be pushed into OrcFileSystemFormatFactory.", callExp); + return null; + } + + String colName = getColumnName(callExp); + + return new OrcSplitReader.IsNull(colName, colType); + } + + private static OrcSplitReader.Predicate convertIsNotNull(CallExpression callExp) { + return new OrcSplitReader.Not(convertIsNull(callExp)); + } + + private static OrcSplitReader.Predicate convertNot(CallExpression callExp) { + if (callExp.getChildren().size() != 1) { + // not a valid predicate + LOG.debug("Unsupported predicate [{}] cannot be pushed into OrcFileSystemFormatFactory.", callExp); + return null; + } + + OrcSplitReader.Predicate c = toOrcPredicate(callExp.getChildren().get(0)); + return c == null ? null : new OrcSplitReader.Not(c); + } + + private static OrcSplitReader.Predicate convertOr(CallExpression callExp) { + if (callExp.getChildren().size() < 2) { + return null; + } + Expression left = callExp.getChildren().get(0); + Expression right = callExp.getChildren().get(1); + + OrcSplitReader.Predicate c1 = toOrcPredicate(left); + OrcSplitReader.Predicate c2 = toOrcPredicate(right); + if (c1 == null || c2 == null) { + return null; + } else { + return new OrcSplitReader.Or(c1, c2); + } + } + + public static OrcSplitReader.Predicate convertBinary(CallExpression callExp, + TriFunction<String, PredicateLeaf.Type, Serializable, OrcSplitReader.Predicate> func, + TriFunction<String, PredicateLeaf.Type, Serializable, OrcSplitReader.Predicate> reverseFunc) { + if (!isBinaryValid(callExp)) { + // not a valid predicate + LOG.debug("Unsupported predicate [{}] cannot be pushed into OrcFileSystemFormatFactory.", callExp); + return null; + } + + PredicateLeaf.Type litType = getLiteralType(callExp); + if (litType == null) { + // unsupported literal type + LOG.debug("Unsupported predicate [{}] cannot be pushed into OrcFileSystemFormatFactory.", callExp); + return null; + } + + String colName = getColumnName(callExp); + + // fetch literal and ensure it is serializable + Object literalObj = getLiteral(callExp).get(); + Serializable literal; + // validate that literal is serializable + if (literalObj instanceof Serializable) { + literal = (Serializable) literalObj; + } else { + LOG.warn("Encountered a non-serializable literal of type {}. " + + "Cannot push predicate [{}] into OrcFileSystemFormatFactory. " + + "This is a bug and should be reported.", + literalObj.getClass().getCanonicalName(), callExp); + return null; + } + + return literalOnRight(callExp) ? func.apply(colName, litType, literal) : reverseFunc.apply(colName, litType, literal); + } + + private static OrcSplitReader.Predicate convertEquals(String colName, PredicateLeaf.Type litType, Serializable literal) { + return new OrcSplitReader.Equals(colName, litType, literal); + } + + private static OrcSplitReader.Predicate convertNotEquals(String colName, PredicateLeaf.Type litType, Serializable literal) { + return new OrcSplitReader.Not(convertEquals(colName, litType, literal)); + } + + private static OrcSplitReader.Predicate convertGreaterThan(String colName, PredicateLeaf.Type litType, Serializable literal) { + return new OrcSplitReader.Not( + new OrcSplitReader.LessThanEquals(colName, litType, literal)); + } + + private static OrcSplitReader.Predicate convertGreaterThanEquals(String colName, PredicateLeaf.Type litType, Serializable literal) { + return new OrcSplitReader.Not( + new OrcSplitReader.LessThan(colName, litType, literal)); + } + + private static OrcSplitReader.Predicate convertLessThan(String colName, PredicateLeaf.Type litType, Serializable literal) { + return new OrcSplitReader.LessThan(colName, litType, literal); + } + + private static OrcSplitReader.Predicate convertLessThanEquals(String colName, PredicateLeaf.Type litType, Serializable literal) { + return new OrcSplitReader.LessThanEquals(colName, litType, literal); + } + + public static OrcSplitReader.Predicate toOrcPredicate(Expression expression) { + if (expression instanceof CallExpression) { + CallExpression callExp = (CallExpression) expression; + if (FILTERS.get(callExp.getFunctionDefinition()) == null) { + // unsupported predicate + LOG.debug("Unsupported predicate [{}] cannot be pushed into OrcFileSystemFormatFactory.", expression); + return null; + } + return FILTERS.get(callExp.getFunctionDefinition()).apply(callExp); + } else { + // unsupported predicate + LOG.debug("Unsupported predicate [{}] cannot be pushed into OrcFileSystemFormatFactory.", expression); + return null; + } + } + + private static String getColumnName(CallExpression comp) { + if (literalOnRight(comp)) { + return ((FieldReferenceExpression) comp.getChildren().get(0)).getName(); + } else { + return ((FieldReferenceExpression) comp.getChildren().get(1)).getName(); + } + } + + private static boolean literalOnRight(CallExpression comp) { + if (comp.getChildren().size() == 1 && comp.getChildren().get(0) instanceof FieldReferenceExpression) { + return true; + } else if (isLit(comp.getChildren().get(0)) && isRef(comp.getChildren().get(1))) { + return false; + } else if (isRef(comp.getChildren().get(0)) && isLit(comp.getChildren().get(1))) { + return true; + } else { + throw new RuntimeException("Invalid binary comparison."); + } + } + + private static PredicateLeaf.Type getLiteralType(CallExpression comp) { + if (literalOnRight(comp)) { + return toOrcType(((ValueLiteralExpression) comp.getChildren().get(1)).getOutputDataType()); + } else { + return toOrcType(((ValueLiteralExpression) comp.getChildren().get(0)).getOutputDataType()); + } + } + + private static Optional<?> getLiteral(CallExpression comp) { Review comment: Maybe we can change the getLiteral() function like this: ``` private static Object getLiteral(CallExpression comp) { Object literalObj; if (literalOnRight(comp)) { ValueLiteralExpression valueLiteralExpression = (ValueLiteralExpression) comp.getChildren().get(1); literalObj = valueLiteralExpression.getValueAs(valueLiteralExpression.getOutputDataType().getConversionClass()).get(); } else { ValueLiteralExpression valueLiteralExpression = (ValueLiteralExpression) comp.getChildren().get(0); literalObj = valueLiteralExpression.getValueAs(valueLiteralExpression.getOutputDataType().getConversionClass()).get(); } if(literalObj instanceof LocalDate){ LocalDate localDate = (LocalDate) literalObj; return Date.valueOf(localDate); }else if(literalObj instanceof LocalDateTime){ LocalDateTime localDateTime = (LocalDateTime) literalObj; return Timestamp.valueOf(localDateTime); }else{ return literalObj; } } ``` Test sql in ITCase: ``` create table orcFilterTable ( x string, y int, a int, b bigint, c boolean, d string, e decimal(8,4), f date, g timestamp ) with ( 'connector' = 'filesystem', 'path' = '/path/to/data', 'format' = 'orc' ) // test date type select x, y from orcFilterTable where f = date '2020-01-01' // test timestamp type select x, y from orcFilterTable where g = timestamp '2020-01-01 00:00:00' ``` ---------------------------------------------------------------- This is an automated message from the Apache Git Service. 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