rohangarg commented on code in PR #13332:
URL: https://github.com/apache/druid/pull/13332#discussion_r1018469322


##########
sql/src/main/java/org/apache/druid/sql/calcite/aggregation/builtin/BuiltinApproxCountDistinctSqlAggregator.java:
##########
@@ -121,13 +121,22 @@ public Aggregation toDruidAggregation(
         dimensionSpec = new DefaultDimensionSpec(virtualColumnName, null, 
inputType);
       }
 
-      aggregatorFactory = new CardinalityAggregatorFactory(
-          aggregatorName,
-          null,
-          ImmutableList.of(dimensionSpec),
-          false,
-          true
-      );
+      if (HyperUniquesAggregatorFactory.TYPE.equals(inputType)) {

Review Comment:
   same as for HLL sketch



##########
extensions-core/datasketches/src/main/java/org/apache/druid/query/aggregation/datasketches/hll/sql/HllSketchBaseSqlAggregator.java:
##########
@@ -160,14 +161,25 @@ public Aggregation toDruidAggregation(
         dimensionSpec = new DefaultDimensionSpec(virtualColumnName, null, 
inputType);
       }
 
-      aggregatorFactory = new HllSketchBuildAggregatorFactory(
-          aggregatorName,
-          dimensionSpec.getDimension(),
-          logK,
-          tgtHllType,
-          finalizeSketch || 
SketchQueryContext.isFinalizeOuterSketches(plannerContext),
-          ROUND
-      );
+      if (HllSketchModule.TYPE_NAME.equals(inputType.getComplexTypeName())) {

Review Comment:
   this needs to handle `MERGE_TYPE_NAME` as well



##########
sql/src/main/java/org/apache/druid/sql/calcite/expression/builtin/ComplexDecodeBase64OperatorConversion.java:
##########
@@ -0,0 +1,95 @@
+/*
+ * 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.druid.sql.calcite.expression.builtin;
+
+import org.apache.calcite.rex.RexNode;
+import org.apache.calcite.sql.SqlFunction;
+import org.apache.calcite.sql.SqlFunctionCategory;
+import org.apache.calcite.sql.SqlOperator;
+import org.apache.calcite.sql.type.OperandTypes;
+import org.apache.calcite.sql.type.SqlReturnTypeInference;
+import org.apache.calcite.sql.type.SqlTypeFamily;
+import org.apache.druid.java.util.common.StringUtils;
+import org.apache.druid.math.expr.BuiltInExprMacros;
+import org.apache.druid.segment.column.ColumnType;
+import org.apache.druid.segment.column.RowSignature;
+import org.apache.druid.sql.calcite.expression.DruidExpression;
+import org.apache.druid.sql.calcite.expression.OperatorConversions;
+import org.apache.druid.sql.calcite.expression.SqlOperatorConversion;
+import org.apache.druid.sql.calcite.planner.PlannerContext;
+import org.apache.druid.sql.calcite.table.RowSignatures;
+
+import javax.annotation.Nullable;
+
+public class ComplexDecodeBase64OperatorConversion implements 
SqlOperatorConversion
+{
+
+  public static final SqlReturnTypeInference 
ARBITRARY_COMPLEX_RETURN_TYPE_INFERENCE = opBinding -> {
+    String typeName = opBinding.getOperandLiteralValue(0, String.class);
+    return RowSignatures.makeComplexType(
+        opBinding.getTypeFactory(),
+        ColumnType.ofComplex(typeName),
+        true
+    );
+  };
+
+  private static final SqlFunction SQL_FUNCTION = OperatorConversions
+      
.operatorBuilder(StringUtils.toUpperCase(BuiltInExprMacros.ComplexDecodeBase64ExprMacro.NAME))
+      .operandTypeChecker(
+          OperandTypes.sequence(
+              "(typeName,base64)",
+              OperandTypes.and(OperandTypes.family(SqlTypeFamily.STRING), 
OperandTypes.LITERAL),
+              OperandTypes.ANY
+          )
+      )
+      .returnTypeInference(ARBITRARY_COMPLEX_RETURN_TYPE_INFERENCE)
+      .functionCategory(SqlFunctionCategory.USER_DEFINED_FUNCTION)
+      .build();
+
+
+  @Override
+  public SqlOperator calciteOperator()
+  {
+    return SQL_FUNCTION;
+  }
+
+  @Nullable
+  @Override
+  public DruidExpression toDruidExpression(
+      PlannerContext plannerContext,
+      RowSignature rowSignature,
+      RexNode rexNode
+  )
+  {
+    return OperatorConversions.convertCall(
+        plannerContext,
+        rowSignature,
+        rexNode,
+        druidExpressions -> {
+          String arg0 = druidExpressions.get(0).getExpression();
+          return DruidExpression.ofExpression(
+              ColumnType.ofComplex(arg0.substring(1, arg0.length() - 1)),

Review Comment:
   probably this lambda input should be name `arguments`? also, why do we need 
to do this substring extraction? sorry couldn't figure that out



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