weiqingy commented on code in PR #2063:
URL: https://github.com/apache/auron/pull/2063#discussion_r2903164562


##########
auron-flink-extension/auron-flink-runtime/src/main/java/org/apache/auron/flink/arrow/vectors/ArrowDecimalColumnVector.java:
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@@ -0,0 +1,94 @@
+/*
+ * 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.auron.flink.arrow.vectors;
+
+import org.apache.arrow.memory.ArrowBuf;
+import org.apache.arrow.vector.DecimalVector;
+import org.apache.flink.table.data.DecimalData;
+import org.apache.flink.table.data.columnar.vector.DecimalColumnVector;
+import org.apache.flink.util.Preconditions;
+
+/**
+ * A Flink {@link DecimalColumnVector} backed by an Arrow {@link 
DecimalVector}.
+ *
+ * <p>This wrapper delegates all reads to the underlying Arrow vector, 
providing zero-copy access
+ * to Arrow data from Flink's columnar batch execution engine.
+ *
+ * <p>For compact decimals (precision &lt;= 18), the implementation avoids 
BigDecimal allocation by
+ * reading the unscaled value directly from Arrow's little-endian byte 
representation.
+ */
+public final class ArrowDecimalColumnVector implements DecimalColumnVector {
+
+    /**
+     * Maximum precision that fits in a long (same as Flink's internal compact 
decimal threshold).
+     * DecimalData.MAX_COMPACT_PRECISION is package-private, so we define our 
own constant.
+     */
+    private static final int MAX_COMPACT_PRECISION = 18;
+
+    private DecimalVector vector;
+
+    /**
+     * Creates a new wrapper around the given Arrow {@link DecimalVector}.
+     *
+     * @param vector the Arrow vector to wrap, must not be null
+     */
+    public ArrowDecimalColumnVector(DecimalVector vector) {
+        this.vector = Preconditions.checkNotNull(vector);
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public boolean isNullAt(int i) {
+        return vector.isNull(i);
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public DecimalData getDecimal(int i, int precision, int scale) {
+        if (precision <= MAX_COMPACT_PRECISION) {

Review Comment:
   Sounds good — keeping the Decimal implementation as-is. We'll validate it 
with round-trip tests once the writer PR (#1930) merges.



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