[VL] Hoist per-partition constants out of ColumnarCachedBatchSerializer.serialize hot path

backends-velox/src/main/scala/org/apache/spark/sql/execution/ColumnarCachedBatchSerializer.scala

@@ -740,30 +740,32 @@ class ColumnarCachedBatchSerializer extends SimpleMetricsCachedBatchSerializer
              if heavy batch is encountered */
           batch => VeloxColumnarBatches.ensureVeloxBatch(batch)
         }
-        // Hoist the per-partition StructType out of the per-batch hot path: schema is constant
-        // for the lifetime of this iterator, so allocating one StructType per CachedBatch wastes
-        // GC for the many-small-batch case.
+        // Hoist per-partition-iterator constants out of the per-batch hot path:
+        // schema, backend name, partition-stats conf, and the JNI wrapper are all
+        // fixed for the lifetime of this iterator. Allocating them per CachedBatch
+        // wastes GC in the many-small-batch case; GlutenConfig.get in particular
+        // allocates a fresh GlutenConfig(SQLConf.get) on every call.
         val structSchema = StructType(
           schema.map(a => StructField(a.name, a.dataType, a.nullable)))
+        val backendName = BackendsApiManager.getBackendName
+        val partitionStatsEnabled =
+          GlutenConfig.get.getConf(GlutenConfig.COLUMNAR_TABLE_CACHE_PARTITION_STATS_ENABLED)
+        val jni = ColumnarBatchSerializerJniWrapper.create(
+          Runtimes.contextInstance(
+            backendName,
+            "ColumnarCachedBatchSerializer#serialize"))
         new Iterator[CachedBatch] {
           override def hasNext: Boolean = veloxBatches.hasNext
 
           override def next(): CachedBatch = {
             val batch = veloxBatches.next()
-            val jni = ColumnarBatchSerializerJniWrapper.create(
-              Runtimes.contextInstance(
-                BackendsApiManager.getBackendName,
-                "ColumnarCachedBatchSerializer#serialize"))
-            val handle =
-              ColumnarBatches.getNativeHandle(BackendsApiManager.getBackendName, batch)
+            val handle = ColumnarBatches.getNativeHandle(backendName, batch)
             // Route through serializeWithStats when the partition-stats conf is enabled and the
             // JNI extension is linked in libgluten.so. Capability is detected lazily at the
             // call site: a new Gluten jar paired with an older native library will throw
             // UnsatisfiedLinkError on the first invocation; we catch it once, cache the
             // result, and fall back to the legacy serialize() path emitting stats=null. The
             // buildFilter wrapper directs such batches through without pruning.
-            val partitionStatsEnabled =
-              GlutenConfig.get.getConf(GlutenConfig.COLUMNAR_TABLE_CACHE_PARTITION_STATS_ENABLED)
             if (partitionStatsEnabled && ColumnarCachedBatchSerializer.statsExtAvailable) {
               try {
                 val framed = jni.serializeWithStats(handle)