EmmyMiao87 commented on a change in pull request #7357:
URL: https://github.com/apache/incubator-doris/pull/7357#discussion_r769374855



##########
File path: 
fe/fe-core/src/main/java/org/apache/doris/rewrite/InferFiltersRule.java
##########
@@ -51,9 +54,11 @@
 public class InferFiltersRule implements ExprRewriteRule {
     private final static Logger LOG = 
LogManager.getLogger(InferFiltersRule.class);
     public static InferFiltersRule INSTANCE = new InferFiltersRule();
+    private static int indexNum = 0;
 
     @Override
     public Expr apply(Expr expr, Analyzer analyzer) throws AnalysisException {
+        clearIndexNum();
         if (expr == null) {
             return null;
         } else if (!analyzer.enableInferPredicate()) {

Review comment:
       else if (analyzer.enableInferPredicate()) {

##########
File path: 
fe/fe-core/src/main/java/org/apache/doris/rewrite/InferFiltersRule.java
##########
@@ -63,202 +68,307 @@ public Expr apply(Expr expr, Analyzer analyzer) throws 
AnalysisException {
             Set<Pair<Expr, Expr>> slotEqSlotPredicatesSet = Sets.newHashSet();
             ArrayList<Expr> slotToLiteralPredicatesList = new ArrayList<>();
             Set<Pair<Expr, Expr>> slotToLiteralPredicatesSet = 
Sets.newHashSet();
-            ArrayList<Expr> newPredicatesList = new ArrayList<>();
+            ArrayList<Pair<Expr, Boolean>> newPredicatesList = new 
ArrayList<>();
             ArrayList<Expr> isNullPredicatesList = new ArrayList<>();
             Set<Expr> isNullPredicatesSet = Sets.newHashSet();
 
+            Map<Expr, Integer> exprIntegerMap = new HashMap<>();
+            Map<Integer, Expr> integerExprMap = new HashMap<>();
+
             initAllStructure(expr, slotEqSlotPredicatesList, 
slotEqSlotPredicatesSet,
                     slotToLiteralPredicatesList, slotToLiteralPredicatesSet,
                     isNullPredicatesList, isNullPredicatesSet);
 
+            genNewSlotEqSlotArray(slotEqSlotPredicatesList, 
slotEqSlotPredicatesSet, exprIntegerMap, integerExprMap);
+
             inferSlotPredicates(slotEqSlotPredicatesList, 
slotToLiteralPredicatesSet,
-                    slotToLiteralPredicatesList, newPredicatesList, analyzer);
+                    slotToLiteralPredicatesList, newPredicatesList);
 
             inferIsNullPredicates(slotEqSlotPredicatesList, 
isNullPredicatesList,
-                    isNullPredicatesSet, newPredicatesList, analyzer);
+                    isNullPredicatesSet, newPredicatesList);
             
             if (!newPredicatesList.isEmpty()) {
-                Expr rewriteExpr = new 
CompoundPredicate(CompoundPredicate.Operator.AND, expr, 
newPredicatesList.get(0));
-                for (int index = 1; index < newPredicatesList.size(); index++) 
{
-                    rewriteExpr = new 
CompoundPredicate(CompoundPredicate.Operator.AND, rewriteExpr, 
newPredicatesList.get(index));
+                Expr rewriteExpr = expr;
+                for (int index = 0; index < newPredicatesList.size(); index++) 
{
+                    if (newPredicatesList.get(index).second) {
+                        rewriteExpr = new 
CompoundPredicate(CompoundPredicate.Operator.AND,
+                                rewriteExpr, 
newPredicatesList.get(index).first);
+                    }
                 }
                 return rewriteExpr;
             }
         }
         return expr;
     }
 
+    private void clearIndexNum() { indexNum = 0; }
+    private void addIndexNum() { indexNum++; }
+    private int getIndexNum() { return indexNum; }
+
+    /**
+     *  Initialize all data structures, count and connect compound predicates.
+     *  @param slotEqSlotPredicatesList: Expr is BinaryPredicate. Left expr is 
slot and right expr is slot;
+     *  @param slotToLiteralPredicatesList: Expr is BinaryPredicate. Left expr 
is slot and right expr is Literal;
+     *  @param isNullPredicatesList: Expr is isNullPredicate;
+     */
     private void initAllStructure(Expr conjunct,
                                   ArrayList<Expr> slotEqSlotPredicatesList,
                                   Set<Pair<Expr, Expr>> 
slotEqSlotPredicatesSet,
                                   ArrayList<Expr> slotToLiteralPredicatesList,
                                   Set<Pair<Expr, Expr>> 
slotToLiteralPredicatesSet,
                                   ArrayList<Expr> isNullPredicatesList,
                                   Set<Expr> isNullPredicatesSet) {
-        if (conjunct instanceof CompoundPredicate) {
+        if (conjunct instanceof CompoundPredicate
+            && ((CompoundPredicate) conjunct).getOp() == 
CompoundPredicate.Operator.AND) {
             for (int index = 0; index < conjunct.getChildren().size(); 
++index) {
                 initAllStructure(conjunct.getChild(index), 
slotEqSlotPredicatesList,
                         slotEqSlotPredicatesSet, slotToLiteralPredicatesList,
                         slotToLiteralPredicatesSet, isNullPredicatesList, 
isNullPredicatesSet);
             }
         }
+
         if (conjunct instanceof BinaryPredicate) {
-            Pair<Expr, Expr> pair = new Pair<>(conjunct.getChild(0), 
conjunct.getChild(1));
-            Pair<Expr, Expr> eqPair = new Pair<>(conjunct.getChild(1), 
conjunct.getChild(0));
-            if (conjunct.getChild(0) instanceof SlotRef
+            if (conjunct.getChild(0).unwrapSlotRef() instanceof SlotRef
                     && conjunct.getChild(1) instanceof LiteralExpr) {
-                if (!slotToLiteralPredicatesSet.contains(pair)
-                    && !slotToLiteralPredicatesSet.contains(eqPair)) {
+                Pair<Expr, Expr> pair = new 
Pair<>(conjunct.getChild(0).unwrapSlotRef(), conjunct.getChild(1));
+                if (!slotToLiteralPredicatesSet.contains(pair)) {
                     slotToLiteralPredicatesSet.add(pair);
                     slotToLiteralPredicatesList.add(conjunct);
                 }
-            } else if (conjunct.getChild(0) instanceof SlotRef
-                    && conjunct.getChild(1) instanceof SlotRef) {
+            } else if (conjunct.getChild(0).unwrapSlotRef() instanceof SlotRef
+                    && conjunct.getChild(1).unwrapSlotRef() instanceof 
SlotRef) {
+                Pair<Expr, Expr> pair = new 
Pair<>(conjunct.getChild(0).unwrapSlotRef(),
+                                                   
conjunct.getChild(1).unwrapSlotRef());
+                Pair<Expr, Expr> eqPair = new 
Pair<>(conjunct.getChild(1).unwrapSlotRef(),
+                                                     
conjunct.getChild(0).unwrapSlotRef());
                 if (!slotEqSlotPredicatesSet.contains(pair)
                     && !slotEqSlotPredicatesSet.contains(eqPair)) {
                     slotEqSlotPredicatesSet.add(pair);
                     slotEqSlotPredicatesList.add(conjunct);
                 }
             }
         } else if (conjunct instanceof IsNullPredicate) {
-            if (!isNullPredicatesSet.contains(conjunct.getChild(0))) {
-                isNullPredicatesSet.add(conjunct.getChild(0));
+            if 
(!isNullPredicatesSet.contains(conjunct.getChild(0).unwrapSlotRef())) {
+                isNullPredicatesSet.add(conjunct.getChild(0).unwrapSlotRef());
                 isNullPredicatesList.add(conjunct);
             }
         }
     }
 
-    private void inferSlotPredicates(ArrayList<Expr> slotEqSlotPredicatesList,
-                                    Set<Pair<Expr, Expr>> 
slotToLiteralPredicatesSet,
-                                    ArrayList<Expr> 
slotToLiteralPredicatesList,
-                                    ArrayList<Expr> newPredicatesList,
-                                    Analyzer analyzer) {
-        ArrayList<Expr> tmpSlotToLiteralPredicatesList = new ArrayList<>();
-        for (Expr slotToLiteral : slotToLiteralPredicatesList) {
-            buildNewBinaryPredicate(slotToLiteral, slotEqSlotPredicatesList, 
slotToLiteralPredicatesSet,
-                    newPredicatesList, tmpSlotToLiteralPredicatesList, 
analyzer);
+    /**

Review comment:
       Function description needs to be more specific instead of listing 
parameters
   For example:
   https://github.com/apache/incubator-doris/pull/7255/files
   

##########
File path: 
fe/fe-core/src/main/java/org/apache/doris/rewrite/InferFiltersRule.java
##########
@@ -0,0 +1,302 @@
+// 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.doris.rewrite;
+
+import org.apache.doris.analysis.Analyzer;
+import org.apache.doris.analysis.BinaryPredicate;
+import org.apache.doris.analysis.CompoundPredicate;
+import org.apache.doris.analysis.Expr;
+import org.apache.doris.analysis.IsNullPredicate;
+import org.apache.doris.analysis.JoinOperator;
+import org.apache.doris.analysis.LiteralExpr;
+import org.apache.doris.analysis.SlotRef;
+import org.apache.doris.common.AnalysisException;
+import org.apache.doris.common.Pair;
+
+import com.google.common.collect.Sets;
+
+import org.apache.logging.log4j.LogManager;
+import org.apache.logging.log4j.Logger;
+
+import java.util.ArrayList;
+import java.util.Set;
+
+/**
+ * The function of this rule is to derive a new predicate based on the current 
predicate.
+ * eg.
+ * t1.id = t2.id and t2.id = t3.id and t3.id = 100;
+ * -->
+ * t1.id = 100 and t2.id = 100 and t3.id = 100;
+ *
+ * 1. Register a new rule InferFiltersRule and add it to GlobalState.
+ * 2. Traverse Conjunct to construct on/where equivalence connection, 
numerical connection and isNullPredicate.
+ * 3. Use Warshall to infer all equivalence connections
+ * 4. Construct additional numerical connections and isNullPredicate
+ */
+public class InferFiltersRule implements ExprRewriteRule {
+    private final static Logger LOG = 
LogManager.getLogger(InferFiltersRule.class);
+    public static InferFiltersRule INSTANCE = new InferFiltersRule();
+
+    @Override
+    public Expr apply(Expr expr, Analyzer analyzer) throws AnalysisException {
+        if (expr == null) {
+            return null;
+        } else if (!analyzer.enableInferPredicate()) {
+            return expr;
+        } else {
+            ArrayList<Expr> slotEqSlotPredicatesList = new ArrayList<>();
+            Set<Pair<Expr, Expr>> slotEqSlotPredicatesSet = Sets.newHashSet();
+            ArrayList<Expr> slotToLiteralPredicatesList = new ArrayList<>();
+            Set<Pair<Expr, Expr>> slotToLiteralPredicatesSet = 
Sets.newHashSet();
+            ArrayList<Expr> newPredicatesList = new ArrayList<>();
+            ArrayList<Expr> isNullPredicatesList = new ArrayList<>();
+            Set<Expr> isNullPredicatesSet = Sets.newHashSet();
+
+            initAllStructure(expr, slotEqSlotPredicatesList, 
slotEqSlotPredicatesSet,
+                    slotToLiteralPredicatesList, slotToLiteralPredicatesSet,
+                    isNullPredicatesList, isNullPredicatesSet);
+
+            inferSlotPredicates(slotEqSlotPredicatesList, 
slotToLiteralPredicatesSet,
+                    slotToLiteralPredicatesList, newPredicatesList, analyzer);
+
+            inferIsNullPredicates(slotEqSlotPredicatesList, 
isNullPredicatesList,
+                    isNullPredicatesSet, newPredicatesList, analyzer);
+            
+            if (!newPredicatesList.isEmpty()) {
+                Expr rewriteExpr = new 
CompoundPredicate(CompoundPredicate.Operator.AND, expr, 
newPredicatesList.get(0));
+                for (int index = 1; index < newPredicatesList.size(); index++) 
{
+                    rewriteExpr = new 
CompoundPredicate(CompoundPredicate.Operator.AND, rewriteExpr, 
newPredicatesList.get(index));
+                }
+                return rewriteExpr;
+            }
+        }
+        return expr;
+    }
+
+    private void initAllStructure(Expr conjunct,
+                                  ArrayList<Expr> slotEqSlotPredicatesList,
+                                  Set<Pair<Expr, Expr>> 
slotEqSlotPredicatesSet,
+                                  ArrayList<Expr> slotToLiteralPredicatesList,
+                                  Set<Pair<Expr, Expr>> 
slotToLiteralPredicatesSet,
+                                  ArrayList<Expr> isNullPredicatesList,
+                                  Set<Expr> isNullPredicatesSet) {
+        if (conjunct instanceof CompoundPredicate) {
+            for (int index = 0; index < conjunct.getChildren().size(); 
++index) {

Review comment:
       else return ?




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