xiangfu0 commented on code in PR #18165:
URL: https://github.com/apache/pinot/pull/18165#discussion_r3070844691


##########
pinot-segment-spi/src/main/java/org/apache/pinot/segment/spi/partition/pipeline/PartitionFunctionExprCompiler.java:
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@@ -0,0 +1,1206 @@
+/**
+ * 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.segment.spi.partition.pipeline;
+
+import com.google.common.base.Preconditions;
+import java.lang.reflect.Array;
+import java.lang.reflect.Constructor;
+import java.lang.reflect.InvocationTargetException;
+import java.lang.reflect.Method;
+import java.lang.reflect.Modifier;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.EnumSet;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Locale;
+import java.util.Map;
+import java.util.Set;
+import javax.annotation.Nullable;
+import org.apache.pinot.spi.annotations.ScalarFunction;
+import org.apache.pinot.spi.config.table.ColumnPartitionConfig;
+import org.apache.pinot.spi.utils.ScalarFunctionUtils;
+
+import static java.nio.charset.StandardCharsets.UTF_8;
+
+
+/**
+ * Compiles a restricted partition-function expression into a typed {@link 
PartitionPipeline} backed by deterministic
+ * scalar functions.
+ */
+public final class PartitionFunctionExprCompiler {

Review Comment:
   I kept the partition-expression planner separate on purpose, but it now 
reuses the shared execution layer rather than maintaining a second evaluator 
runtime. `PartitionFunctionExprCompiler` builds the same 
`ExecutableFunctionEvaluator` node tree used by `InbuiltFunctionEvaluator`, and 
scalar lookup/invocation is consolidated through 
`FunctionRegistry`/`FunctionInvoker` in `CommonPartitionScalarFunctionResolver`.
   
   I did not switch partition expressions over to `InbuiltFunctionEvaluator` 
directly because its contract is broader than the partition DSL: it parses the 
full transform-expression grammar, supports multi-column expressions/boolean 
nodes, and sits behind `FunctionEvaluatorFactory`, which is also where Groovy 
is allowed. For partitioning we still need the restricted single-column + 
literal chain, compile-time type validation (including BYTES intermediates), 
and deterministic-function gating. Reusing `InbuiltFunctionEvaluator` directly 
would either widen the surface area beyond the PR scope or reintroduce the same 
validation layer on top of it.



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