gortiz commented on code in PR #8979:
URL: https://github.com/apache/pinot/pull/8979#discussion_r913463570


##########
pinot-core/src/main/java/org/apache/pinot/core/operator/query/SelectionPartiallyOrderedByOperator.java:
##########
@@ -0,0 +1,303 @@
+/**
+ * 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.pinot.core.operator.query;
+
+import com.google.common.base.Preconditions;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Collections;
+import java.util.Comparator;
+import java.util.Iterator;
+import java.util.List;
+import javax.annotation.Nullable;
+import org.apache.pinot.common.request.context.ExpressionContext;
+import org.apache.pinot.common.request.context.OrderByExpressionContext;
+import org.apache.pinot.common.utils.DataSchema;
+import org.apache.pinot.core.common.BlockValSet;
+import org.apache.pinot.core.common.Operator;
+import org.apache.pinot.core.common.RowBasedBlockValueFetcher;
+import org.apache.pinot.core.operator.BaseOperator;
+import org.apache.pinot.core.operator.ExecutionStatistics;
+import org.apache.pinot.core.operator.blocks.IntermediateResultsBlock;
+import org.apache.pinot.core.operator.blocks.TransformBlock;
+import org.apache.pinot.core.operator.transform.TransformOperator;
+import org.apache.pinot.core.operator.transform.TransformResultMetadata;
+import org.apache.pinot.core.query.request.context.QueryContext;
+import org.apache.pinot.core.query.selection.SelectionOperatorUtils;
+import org.apache.pinot.segment.spi.IndexSegment;
+
+
+/**
+ * An operator for order-by queries that are partially sorted over the sorting 
keys.
+ */
+public class SelectionPartiallyOrderedByOperator extends 
BaseOperator<IntermediateResultsBlock> {
+
+  private static final String EXPLAIN_NAME = "SELECT_PARTIAL_ORDERBY";
+
+  private final IndexSegment _indexSegment;
+
+  // Deduped order-by expressions followed by output expressions from 
SelectionOperatorUtils.extractExpressions()
+  private final List<ExpressionContext> _expressions;
+  private final List<ExpressionContext> _alreadySorted;
+  private final List<ExpressionContext> _toSort;
+
+  private final TransformOperator _transformOperator;
+  private final List<OrderByExpressionContext> _orderByExpressions;
+  private final TransformResultMetadata[] _expressionsMetadata;
+  private final int _numRowsToKeep;
+  private final PartiallySortedListBuilder _sorter;
+
+  private int _numDocsScanned = 0;
+  private long _numEntriesScannedPostFilter = 0;
+  private boolean _used = false;
+  private Comparator<Object[]> _comparator;
+
+  public SelectionPartiallyOrderedByOperator(IndexSegment indexSegment, 
QueryContext queryContext,
+      List<ExpressionContext> expressions, TransformOperator 
transformOperator, int sortedExpr) {
+    Preconditions.checkArgument(sortedExpr > 0,
+        "This operator should not be used when sorting expressions doesn't 
start with sorted expressions");
+    _indexSegment = indexSegment;
+    _expressions = expressions;
+    _transformOperator = transformOperator;
+
+    _orderByExpressions = queryContext.getOrderByExpressions();
+    assert _orderByExpressions != null;
+    int numOrderByExpressions = _orderByExpressions.size();
+
+    _alreadySorted = expressions.subList(0, sortedExpr);
+    _toSort = expressions.subList(sortedExpr, numOrderByExpressions);
+
+    Preconditions.checkArgument(!_toSort.isEmpty(),
+        "This operator should not be used when all sorting expressions are 
sorted. "
+            + "Use %s instead", SelectionOrderByOperator.class.getName());
+
+    _expressionsMetadata = new TransformResultMetadata[_expressions.size()];
+    for (int i = 0; i < _expressionsMetadata.length; i++) {
+      ExpressionContext expression = _expressions.get(i);
+      _expressionsMetadata[i] = 
_transformOperator.getResultMetadata(expression);
+    }
+
+    _numRowsToKeep = queryContext.getOffset() + queryContext.getLimit();
+
+    int expectedSize = Math.min(_numRowsToKeep * 2, 
SelectionOperatorUtils.MAX_ROW_HOLDER_INITIAL_CAPACITY);
+    Comparator<Object[]> sortedComparator =
+        SelectionOrderByOperator.getComparator(_orderByExpressions, 
_expressionsMetadata, true, 0, sortedExpr);
+    Comparator<Object[]> unsortedComparator =
+        SelectionOrderByOperator.getComparator(_orderByExpressions, 
_expressionsMetadata, true, sortedExpr,
+            numOrderByExpressions);
+    _sorter = new PartiallySortedListBuilder(expectedSize, sortedComparator, 
unsortedComparator);
+    _comparator = SelectionOrderByOperator.getComparator(_orderByExpressions, 
_expressionsMetadata, false);
+  }
+
+  @Override
+  public List<Operator> getChildOperators() {
+    return Collections.singletonList(_transformOperator);
+  }
+
+  @Override
+  protected IntermediateResultsBlock getNextBlock() {
+    if (!_used) {
+      _used = true;
+      fetch();
+
+      DataSchema dataSchema = createDataSchema();
+
+      return new IntermediateResultsBlock.ListSelection(dataSchema, 
_sorter.build(), _comparator);

Review Comment:
   We create one `SelectionPartiallyOrderedByOperator` per query per segment, 
right? So yeah, we build one `sorter` for each query per segment.
   
   Remember that `_sorter.build()` does not generate memory, it just returns 
the list it used internally and it shouldn't be used again.



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