weiqingy commented on code in PR #2063:
URL: https://github.com/apache/auron/pull/2063#discussion_r2879740679


##########
auron-flink-extension/auron-flink-runtime/src/main/java/org/apache/auron/flink/arrow/vectors/ArrowBooleanColumnVector.java:
##########
@@ -0,0 +1,63 @@
+/*
+ * 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.vector.BitVector;
+import org.apache.flink.table.data.columnar.vector.BooleanColumnVector;
+import org.apache.flink.util.Preconditions;
+
+/**
+ * A Flink {@link BooleanColumnVector} backed by an Arrow {@link BitVector}.
+ *
+ * <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.
+ */
+public final class ArrowBooleanColumnVector implements BooleanColumnVector {
+
+    private BitVector vector;
+
+    /**
+     * Creates a new wrapper around the given Arrow {@link BitVector}.
+     *
+     * @param vector the Arrow vector to wrap, must not be null
+     */
+    public ArrowBooleanColumnVector(BitVector vector) {
+        this.vector = Preconditions.checkNotNull(vector);
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public boolean isNullAt(int i) {
+        return vector.isNull(i);
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public boolean getBoolean(int i) {
+        return vector.get(i) != 0;
+    }
+
+    /**
+     * Replaces the underlying Arrow vector. Used during reader reset to point 
at a new batch
+     * without allocating a new wrapper.
+     *
+     * @param vector the new Arrow vector, must not be null
+     */
+    void setVector(BitVector vector) {
+        this.vector = Preconditions.checkNotNull(vector);
+    }

Review Comment:
    Correct observation — FlinkArrowReader.reset() currently recreates wrappers 
rather than calling
     setVector(). The methods were added intentionally for a future 
optimization: in a streaming pipeline
     processing many batches with the same schema, reusing wrapper instances 
via setVector() avoids per-batch
     allocations. This is a minor cost (one method per wrapper class) that 
keeps the optimization path
     available. Happy to remove if reviewers prefer the leaner approach.
   



##########
auron-flink-extension/auron-flink-runtime/src/main/java/org/apache/auron/flink/arrow/vectors/ArrowBooleanColumnVector.java:
##########
@@ -0,0 +1,63 @@
+/*
+ * 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.vector.BitVector;
+import org.apache.flink.table.data.columnar.vector.BooleanColumnVector;
+import org.apache.flink.util.Preconditions;
+
+/**
+ * A Flink {@link BooleanColumnVector} backed by an Arrow {@link BitVector}.
+ *
+ * <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.
+ */
+public final class ArrowBooleanColumnVector implements BooleanColumnVector {
+
+    private BitVector vector;
+
+    /**
+     * Creates a new wrapper around the given Arrow {@link BitVector}.
+     *
+     * @param vector the Arrow vector to wrap, must not be null
+     */
+    public ArrowBooleanColumnVector(BitVector vector) {
+        this.vector = Preconditions.checkNotNull(vector);
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public boolean isNullAt(int i) {
+        return vector.isNull(i);
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public boolean getBoolean(int i) {
+        return vector.get(i) != 0;
+    }
+
+    /**
+     * Replaces the underlying Arrow vector. Used during reader reset to point 
at a new batch
+     * without allocating a new wrapper.
+     *
+     * @param vector the new Arrow vector, must not be null
+     */
+    void setVector(BitVector vector) {
+        this.vector = Preconditions.checkNotNull(vector);
+    }

Review Comment:
    Correct observation — FlinkArrowReader.reset() currently recreates wrappers 
rather than calling
     setVector(). The methods were added intentionally for a future 
optimization: in a streaming pipeline
     processing many batches with the same schema, reusing wrapper instances 
via setVector() avoids per-batch allocations. This is a minor cost (one method 
per wrapper class) that keeps the optimization path
     available. Happy to remove if reviewers prefer the leaner approach.
   



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