rahil-c commented on code in PR #18432:
URL: https://github.com/apache/hudi/pull/18432#discussion_r3034785348


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hudi-spark-datasource/hudi-spark/src/test/scala/org/apache/hudi/functional/TestHoodieVectorSearchFunction.scala:
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@@ -0,0 +1,1515 @@
+/*
+ * 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.hudi.functional
+
+import org.apache.hudi.DataSourceWriteOptions._
+import org.apache.hudi.common.schema.HoodieSchema
+import org.apache.hudi.testutils.HoodieSparkClientTestBase
+
+import org.apache.spark.sql.{Row, SaveMode, SparkSession}
+import org.apache.spark.sql.types._
+import org.junit.jupiter.api.{AfterEach, BeforeEach, Test}
+import org.junit.jupiter.api.Assertions._
+
+/**
+ * End-to-end tests for the hudi_vector_search table-valued function.
+ * Tests both single-query and batch-query modes with Spark SQL and DataFrame 
API.
+ */
+class TestHoodieVectorSearchFunction extends HoodieSparkClientTestBase {

Review Comment:
   <img width="2524" height="973" alt="Screenshot 2026-04-03 at 4 56 40 PM" 
src="https://github.com/user-attachments/assets/a7d0b789-1cf2-4539-a077-e28837ef4883";
 />
   Locally takes around 1 min, let me see if i can do some further test 
consolidation



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