lihaosky commented on code in PR #26553:
URL: https://github.com/apache/flink/pull/26553#discussion_r2096598508


##########
flink-table/flink-table-planner/src/main/java/org/apache/flink/table/planner/functions/sql/ml/SqlMlTableFunction.java:
##########
@@ -0,0 +1,89 @@
+/*
+ * 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.planner.functions.sql.ml;
+
+import org.apache.calcite.rel.type.RelDataType;
+import org.apache.calcite.sql.SqlCall;
+import org.apache.calcite.sql.SqlFunction;
+import org.apache.calcite.sql.SqlFunctionCategory;
+import org.apache.calcite.sql.SqlKind;
+import org.apache.calcite.sql.SqlNode;
+import org.apache.calcite.sql.SqlOperatorBinding;
+import org.apache.calcite.sql.SqlTableFunction;
+import org.apache.calcite.sql.type.ReturnTypes;
+import org.apache.calcite.sql.type.SqlOperandMetadata;
+import org.apache.calcite.sql.type.SqlReturnTypeInference;
+import org.apache.calcite.sql.validate.SqlValidator;
+import org.apache.calcite.sql.validate.SqlValidatorScope;
+
+import java.util.List;
+
+/**
+ * Base class for a table-valued function that works with models. Examples 
include {@code
+ * ML_PREDICT}.
+ */
+public abstract class SqlMlTableFunction extends SqlFunction implements 
SqlTableFunction {
+
+    protected static final String PARAM_DATA = "data";
+    protected static final String PARAM_MODEL = "input_model";
+    protected static final String PARAM_COLUMN = "input_column";
+    protected static final String PARAM_CONFIG = "config";
+
+    public SqlMlTableFunction(String name, SqlOperandMetadata operandMetadata) 
{
+        super(
+                name,
+                SqlKind.OTHER_FUNCTION,
+                ReturnTypes.CURSOR,
+                null,
+                operandMetadata,
+                SqlFunctionCategory.SYSTEM);
+    }
+
+    @Override
+    public void validateCall(
+            SqlCall call,
+            SqlValidator validator,
+            SqlValidatorScope scope,
+            SqlValidatorScope operandScope) {
+        assert call.getOperator() == this;

Review Comment:
   Can't really call `super.validateCall(call, validator, scope, 
operandScope);` because the scope of descriptor column is messed up. 
   
   This is the same as 
https://github.com/apache/flink/blob/master/flink-table/flink-table-planner/src/main/java/org/apache/flink/table/planner/functions/sql/SqlWindowTableFunction.java#L101



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