[VL][TEST]Use Velox's HashTableCache to cache the BHJ's HashTable

backends-velox/src/main/java/org/apache/gluten/vectorized/HashJoinBuilder.java

@@ -35,9 +35,9 @@ public long rtHandle() {
     return runtime.getHandle();
   }
 
-  public static native void clearHashTable(long hashTableData);
+  public static native void clearHashTable(String cacheKey, long hashTableData);
 
-  public static native long cloneHashTable(long hashTableData);
+  public static native long cloneHashTable(String cacheKey, long hashTableData);
 
   public native long nativeBuild(
       String buildHashTableId,

backends-velox/src/main/scala/org/apache/gluten/execution/HashJoinExecTransformer.scala

@@ -106,7 +106,7 @@ case class BroadcastHashJoinExecTransformer(
     isNullAwareAntiJoin) {
 
   // Unique ID for built table
-  lazy val buildBroadcastTableId: String = buildPlan.id.toString
+  lazy val buildBroadcastTableId: String = canonicalBuildHashTableId(buildPlan)
 
   override protected lazy val substraitJoinType: JoinRel.JoinType = joinType match {
     case _: InnerLike =>

backends-velox/src/main/scala/org/apache/gluten/execution/VeloxBroadcastBuildSideCache.scala

@@ -103,7 +103,7 @@ object VeloxBroadcastBuildSideCache
         }
       }
 
-      HashJoinBuilder.clearHashTable(value.pointer)
+      HashJoinBuilder.clearHashTable(key, value.pointer)
     }
   }
 }

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

@@ -234,7 +234,7 @@ case class ColumnarBuildSideRelation(
 
         (hashTableData, this)
       } else {
-        (HashJoinBuilder.cloneHashTable(hashTableData), null)
+        (HashJoinBuilder.cloneHashTable(broadcastContext.buildHashTableId, hashTableData), null)
       }
     }
 

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

@@ -204,7 +204,7 @@ class UnsafeColumnarBuildSideRelation(
 
         (hashTableData, this)
       } else {
-        (HashJoinBuilder.cloneHashTable(hashTableData), null)
+        (HashJoinBuilder.cloneHashTable(broadcastContext.buildHashTableId, hashTableData), null)
       }
     }
 

cpp/velox/jni/VeloxJniWrapper.cc

@@ -46,6 +46,7 @@
 #include "velox/common/base/BloomFilter.h"
 #include "velox/common/file/FileSystems.h"
 #include "velox/exec/HashTable.h"
+#include "velox/exec/HashTableCache.h"
 
 #ifdef GLUTEN_ENABLE_GPU
 #include "cudf/CudfPlanValidator.h"
@@ -1060,6 +1061,12 @@ JNIEXPORT jlong JNICALL Java_org_apache_gluten_vectorized_HashJoinBuilder_native
         nullptr);
     builder->setHashTable(std::move(mainTable));
 
+    auto* cache = facebook::velox::exec::HashTableCache::instance();
+
+    if (!cache->hasTable(hashTableId)) {
+      cache->injectTable(hashTableId, builder->hashTable(), builder->joinHasNullKeys(), defaultLeafVeloxMemoryPool());
+    }
+
     return gluten::getHashTableObjStore()->save(builder);
   }
 
@@ -1138,30 +1145,50 @@ JNIEXPORT jlong JNICALL Java_org_apache_gluten_vectorized_HashJoinBuilder_native
   }
 
   hashTableBuilders[0]->setHashTable(std::move(mainTable));
+
+  auto* cache = facebook::velox::exec::HashTableCache::instance();
+  if (!cache->hasTable(hashTableId)) {
+    cache->injectTable(
+        hashTableId,
+        hashTableBuilders[0]->hashTable(),
+        hashTableBuilders[0]->joinHasNullKeys(),
+        defaultLeafVeloxMemoryPool());
+  }
+
   return gluten::getHashTableObjStore()->save(hashTableBuilders[0]);
   JNI_METHOD_END(kInvalidObjectHandle)
 }
 
 JNIEXPORT jlong JNICALL Java_org_apache_gluten_vectorized_HashJoinBuilder_cloneHashTable( // NOLINT
     JNIEnv* env,
     jclass,
+    jstring cacheKey,
     jlong tableHandler) {
   JNI_METHOD_START
+  auto cacheKeyStr = jStringToCString(env, cacheKey);
   auto hashTableHandler = ObjectStore::retrieve<gluten::HashTableBuilder>(tableHandler);
+  auto* cache = facebook::velox::exec::HashTableCache::instance();
+  if (!cache->hasTable(cacheKeyStr)) {
+    cache->injectTable(
+        cacheKeyStr, hashTableHandler->hashTable(), hashTableHandler->joinHasNullKeys(), defaultLeafVeloxMemoryPool());
+  }
+
   return gluten::getHashTableObjStore()->save(hashTableHandler);
   JNI_METHOD_END(kInvalidObjectHandle)
 }
 
 JNIEXPORT void JNICALL Java_org_apache_gluten_vectorized_HashJoinBuilder_clearHashTable( // NOLINT
     JNIEnv* env,
     jclass,
+    jstring cacheKey,
     jlong tableHandler) {
   JNI_METHOD_START
-  auto hashTableHandler = ObjectStore::retrieve<gluten::HashTableBuilder>(tableHandler);
-  hashTableHandler->hashTable()->clear(true);
+  auto cacheKeyStr = jStringToCString(env, cacheKey);
+  facebook::velox::exec::HashTableCache::instance()->drop(cacheKeyStr);
   ObjectStore::release(tableHandler);
   JNI_METHOD_END()
 }
+
 #ifdef __cplusplus
 }
 #endif

cpp/velox/substrait/SubstraitToVeloxPlan.cc

@@ -448,29 +448,11 @@ core::PlanNodePtr SubstraitToVeloxPlanConverter::toVeloxPlan(const ::substrait::
   } else if (
       sJoin.has_advanced_extension() &&
       SubstraitParser::configSetInOptimization(sJoin.advanced_extension(), "isBHJ=")) {
-    std::string hashTableId = sJoin.hashtableid();
-
-    std::shared_ptr<core::OpaqueHashTable> opaqueSharedHashTable = nullptr;
-    bool joinHasNullKeys = false;
-
-    try {
-      auto hashTableBuilder = ObjectStore::retrieve<gluten::HashTableBuilder>(getJoin(hashTableId));
-      joinHasNullKeys = hashTableBuilder->joinHasNullKeys();
-      auto originalShared = hashTableBuilder->hashTable();
-      opaqueSharedHashTable = std::shared_ptr<core::OpaqueHashTable>(
-          originalShared, reinterpret_cast<core::OpaqueHashTable*>(originalShared.get()));
-
-      LOG(INFO) << "Successfully retrieved and aliased HashTable for reuse. ID: " << hashTableId;
-    } catch (const std::exception& e) {
-      LOG(WARNING)
-          << "Error retrieving HashTable from ObjectStore: " << e.what()
-          << ". Falling back to building new table. To ensure correct results, please verify that spark.gluten.velox.buildHashTableOncePerExecutor.enabled is set to false.";
-      opaqueSharedHashTable = nullptr;
-    }
-
+    const auto& hashTableId = sJoin.hashtableid();
+    const auto joinNodeId = hashTableId.empty() ? nextPlanNodeId() : hashTableId;
     // Create HashJoinNode node
     return std::make_shared<core::HashJoinNode>(
-        nextPlanNodeId(),
+        joinNodeId,
         joinType,
         isNullAwareAntiJoin,
         leftKeys,
@@ -479,14 +461,12 @@ core::PlanNodePtr SubstraitToVeloxPlanConverter::toVeloxPlan(const ::substrait::
         leftNode,
         rightNode,
         getJoinOutputType(leftNode, rightNode, joinType),
-        false,
-        false,
-        joinHasNullKeys,
-        opaqueSharedHashTable);
+        true);
   } else {
     // Create HashJoinNode node
+    auto joinNodeId = nextPlanNodeId();
     return std::make_shared<core::HashJoinNode>(
-        nextPlanNodeId(),
+        joinNodeId,
         joinType,
         isNullAwareAntiJoin,
         leftKeys,

ep/build-velox/src/get-velox.sh

@@ -17,9 +17,9 @@
 set -exu
 
 CURRENT_DIR=$(cd "$(dirname "$BASH_SOURCE")"; pwd)
-VELOX_REPO=https://github.com/IBM/velox.git
-VELOX_BRANCH=dft-2026_05_27
-VELOX_ENHANCED_BRANCH=ibm-2026_05_27
+VELOX_REPO=https://github.com/JkSelf/velox.git
+VELOX_BRANCH=dft-2026_05_27-hashtable-cache
+VELOX_ENHANCED_BRANCH=ibm-2026_05_27-hashtable-cache
 VELOX_HOME=""
 RUN_SETUP_SCRIPT=ON
 ENABLE_ENHANCED_FEATURES=OFF

gluten-substrait/src/main/scala/org/apache/gluten/execution/JoinExecTransformer.scala

@@ -31,6 +31,8 @@ import org.apache.spark.sql.catalyst.optimizer.{BuildLeft, BuildRight, BuildSide
 import org.apache.spark.sql.catalyst.plans._
 import org.apache.spark.sql.catalyst.plans.physical._
 import org.apache.spark.sql.execution.{ExpandOutputPartitioningShim, ExplainUtils, SparkPlan}
+import org.apache.spark.sql.execution.adaptive.BroadcastQueryStageExec
+import org.apache.spark.sql.execution.exchange.ReusedExchangeExec
 import org.apache.spark.sql.execution.joins.{BaseJoinExec, HashedRelationBroadcastMode, HashJoin}
 import org.apache.spark.sql.execution.metric.SQLMetric
 import org.apache.spark.sql.types._
@@ -105,6 +107,15 @@ trait HashJoinLikeExecTransformer extends BaseJoinExec with TransformSupport {
     (right, left)
   }
 
+  protected def canonicalBuildHashTableId(plan: SparkPlan): String = plan match {
+    case b: BroadcastQueryStageExec =>
+      canonicalBuildHashTableId(b.plan)
+    case r: ReusedExchangeExec =>
+      canonicalBuildHashTableId(r.child)
+    case other =>
+      other.id.toString
+  }
+
   def sameType(from: DataType, to: DataType): Boolean = {
     (from, to) match {
       case (ArrayType(fromElement, _), ArrayType(toElement, _)) =>
@@ -267,7 +278,7 @@ trait HashJoinLikeExecTransformer extends BaseJoinExec with TransformSupport {
       inputBuildOutput,
       context,
       operatorId,
-      buildPlan.id.toString
+      canonicalBuildHashTableId(buildPlan)
     )
 
     context.registerJoinParam(operatorId, joinParams)
@@ -392,7 +403,7 @@ abstract class BroadcastHashJoinExecTransformerBase(
   override def hashJoinType: JoinType = joinType
 
   // Unique ID for builded hash table
-  lazy val buildHashTableId: String = "BuiltHashTable-" + buildPlan.id
+  lazy val buildHashTableId: String = canonicalBuildHashTableId(buildPlan)
 
   override def genJoinParametersInternal(): (Int, Int, String) = {
     (1, if (isNullAwareAntiJoin) 1 else 0, buildHashTableId)

gluten-ut/spark35/src/test/scala/org/apache/spark/sql/execution/adaptive/velox/VeloxAdaptiveQueryExecSuite.scala

@@ -522,7 +522,9 @@ class VeloxAdaptiveQueryExecSuite extends AdaptiveQueryExecSuite with GlutenSQLT
     withSQLConf(
       SQLConf.ADAPTIVE_EXECUTION_ENABLED.key -> "true",
       SQLConf.AUTO_BROADCASTJOIN_THRESHOLD.key -> "20000000",
-      SQLConf.SUBQUERY_REUSE_ENABLED.key -> "false") {
+      SQLConf.ADAPTIVE_OPTIMIZER_EXCLUDED_RULES.key -> AQEPropagateEmptyRelation.ruleName,
+      SQLConf.SUBQUERY_REUSE_ENABLED.key -> "false"
+    ) {
       val (plan, adaptivePlan) = runAdaptiveAndVerifyResult(
         "SELECT a FROM testData join testData2 ON key = a " +
           "where value >= (" +