fsk119 commented on code in PR #27037:
URL: https://github.com/apache/flink/pull/27037#discussion_r2415497089


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flink-table/flink-table-common/src/main/java/org/apache/flink/table/connector/source/VectorSearchTableSource.java:
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@@ -0,0 +1,117 @@
+/*
+ * 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.flink.table.connector.source;
+
+import org.apache.flink.annotation.PublicEvolving;
+import org.apache.flink.configuration.ReadableConfig;
+import 
org.apache.flink.table.connector.source.search.AsyncVectorSearchFunctionProvider;
+import 
org.apache.flink.table.connector.source.search.VectorSearchFunctionProvider;
+import org.apache.flink.types.RowKind;
+
+import java.io.Serializable;
+
+/**
+ * A {@link DynamicTableSource} that search rows of an external storage system 
by one or more
+ * vectors during runtime.
+ *
+ * <p>Compared to {@link ScanTableSource}, the source does not have to read 
the entire table and can
+ * lazily fetch individual values from a (possibly continuously changing) 
external table when
+ * necessary.
+ *
+ * <p>Note: Compared to {@link ScanTableSource}, a {@link 
VectorSearchTableSource} does only support
+ * emitting insert-only changes currently (see also {@link RowKind}). Further 
abilities are not
+ * supported.
+ *
+ * <p>In the last step, the planner will call {@link 
#getSearchRuntimeProvider(VectorSearchContext)}
+ * for obtaining a provider of runtime implementation. The search fields that 
are required to
+ * perform a search are derived from a query by the planner and will be 
provided in the given {@link
+ * VectorSearchTableSource.VectorSearchContext#getSearchColumns()}. The values 
for those key fields
+ * are passed during runtime.
+ */
+@PublicEvolving
+public interface VectorSearchTableSource extends DynamicTableSource {
+
+    /**
+     * Returns a provider of runtime implementation for reading the data.
+     *
+     * <p>There exist different interfaces for runtime implementation which is 
why {@link
+     * VectorSearchRuntimeProvider} serves as the base interface.
+     *
+     * <p>Independent of the provider interface, a source implementation can 
work on either
+     * arbitrary objects or internal data structures (see {@link 
org.apache.flink.table.data} for
+     * more information).
+     *
+     * <p>The given {@link VectorSearchContext} offers utilities by the 
planner for creating runtime
+     * implementation with minimal dependencies to internal data structures.
+     *
+     * @see VectorSearchFunctionProvider
+     * @see AsyncVectorSearchFunctionProvider
+     */
+    VectorSearchRuntimeProvider getSearchRuntimeProvider(VectorSearchContext 
context);
+
+    // 
--------------------------------------------------------------------------------------------
+    // Helper interfaces
+    // 
--------------------------------------------------------------------------------------------
+
+    /**
+     * Context for creating runtime implementation via a {@link 
VectorSearchRuntimeProvider}.
+     *
+     * <p>It offers utilities by the planner for creating runtime 
implementation with minimal
+     * dependencies to internal data structures.
+     *
+     * <p>Methods should be called in {@link 
#getSearchRuntimeProvider(VectorSearchContext)}.
+     * Returned instances that are {@link Serializable} can be directly passed 
into the runtime

Review Comment:
   It means the return value by method `getSearchColumns` or `runtimeConfig` is 
serializable.



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