lihaosky commented on code in PR #26553: URL: https://github.com/apache/flink/pull/26553#discussion_r2101786709
########## flink-table/flink-table-planner/src/main/java/org/apache/flink/table/planner/functions/sql/ml/SqlMLTableFunction.java: ########## @@ -0,0 +1,113 @@ +/* + * 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.flink.table.api.ValidationException; + +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.SqlSelect; +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 { + + private static final String TABLE_INPUT_ERROR = + "SqlMLTableFunction must have only one table as first operand."; + + protected static final String PARAM_INPUT = "INPUT"; + protected static final String PARAM_MODEL = "MODEL"; + protected static final String PARAM_COLUMN = "ARGS"; + 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; + final List<SqlNode> operandList = call.getOperandList(); + + // ML table function should take only one table as input and use descriptor to reference + // columns in the table. The scope for descriptor validation should be the input table. + // Since the input table will be rewritten as select query. We get the select query's scope + // and use it for descriptor validation. + SqlValidatorScope selectScope = null; Review Comment: Later check in `PredictOperandMetadata` doesn't get scope to validate scope information? It only validates first param node type is row and descriptor column exist in the row field etc. More in https://github.com/apache/flink/pull/26583 -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: issues-unsubscr...@flink.apache.org For queries about this service, please contact Infrastructure at: us...@infra.apache.org