cbalci commented on a change in pull request #6383:
URL: https://github.com/apache/incubator-pinot/pull/6383#discussion_r549576521



##########
File path: 
pinot-core/src/main/java/org/apache/pinot/core/operator/transform/function/LookupTransformFunction.java
##########
@@ -0,0 +1,290 @@
+/**
+ * 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.pinot.core.operator.transform.function;
+
+import java.util.Arrays;
+import java.util.List;
+import java.util.Map;
+import java.util.ArrayList;
+import com.google.common.base.Preconditions;
+import org.apache.commons.lang3.ArrayUtils;
+import org.apache.pinot.core.common.DataSource;
+import org.apache.pinot.core.data.manager.offline.DimensionTableDataManager;
+import org.apache.pinot.core.operator.blocks.ProjectionBlock;
+import org.apache.pinot.core.operator.transform.TransformResultMetadata;
+import org.apache.pinot.spi.data.FieldSpec;
+import org.apache.pinot.spi.data.readers.GenericRow;
+import org.apache.pinot.spi.data.readers.PrimaryKey;
+
+
+/**
+ * LOOKUP function takes 4 or more arguments:
+ * <ul>
+ *   <li><b>TableName:</b> name of the dimension table which will be used</li>
+ *   <li><b>ColumnName:</b> column name from the dimension table to look 
up</li>
+ *   <li><b>JoinKey:</b> primary key column name for the dimension table. 
Note: Only primary key[s] are supported for JoinKey</li>
+ *   <li><b>JoinValue:</b> primary key value</li>
+ *   ...<br>
+ *   *[If the dimension table has more then one primary keys (composite pk)]
+ *     <li><b>JoinKey2</b></li>
+ *     <li><b>JoinValue2</b></li>
+ *   ...
+ * </ul>
+ * <br>
+ * Example:
+ * <pre>{@code SELECT
+ *    baseballStats.playerName,
+ *    baseballStats.teamID,
+ *    LOOKUP('dimBaseballTeams', 'teamName', 'teamID', baseballStats.teamID)
+ * FROM
+ *    baseballStats
+ * LIMIT 10}</pre>
+ * <br>
+ * Above example joins the dimension table 'baseballTeams' into regular table 
'baseballStats' on 'teamID' key.
+ * Lookup function returns the value of the column 'teamName'.
+ */
+public class LookupTransformFunction extends BaseTransformFunction {
+  public static final String FUNCTION_NAME = "lookUp";
+  private static final String TABLE_NAME_SUFFIX = "_OFFLINE";
+
+  // Lookup parameters
+  private String _dimTableName;
+  private String _dimColumnName;
+  private final List<String> _joinKeys = new ArrayList<>();
+  private final List<FieldSpec> _joinValueFieldSpecs = new ArrayList<>();
+  private final List<TransformFunction> _joinValueFunctions = new 
ArrayList<>();
+
+  private DimensionTableDataManager _dataManager;
+  private FieldSpec _lookupColumnFieldSpec;
+
+  @Override
+  public String getName() {
+    return FUNCTION_NAME;
+  }
+
+  @Override
+  public void init(List<TransformFunction> arguments, Map<String, DataSource> 
dataSourceMap) {
+    // Check that there are correct number of arguments
+    Preconditions
+        .checkArgument(arguments.size() >= 4, "At least 4 arguments are 
required for LOOKUP transform function");
+    Preconditions
+        .checkArgument(arguments.size() % 2 == 0, "Should have the same number 
of JoinKey and JoinValue arguments");
+
+    TransformFunction dimTableNameFunction = arguments.get(0);
+    Preconditions.checkArgument(dimTableNameFunction instanceof 
LiteralTransformFunction,
+        "First argument must be a literal(string) representing the dimension 
table name");
+    _dimTableName = ((LiteralTransformFunction) 
dimTableNameFunction).getLiteral();
+
+    TransformFunction dimColumnFunction = arguments.get(1);
+    Preconditions.checkArgument(dimColumnFunction instanceof 
LiteralTransformFunction,
+        "Second argument must be a literal(string) representing the column 
name from dimension table to lookup");
+    _dimColumnName = ((LiteralTransformFunction) 
dimColumnFunction).getLiteral();
+
+    List<TransformFunction> joinArguments = arguments.subList(2, 
arguments.size());
+    for (int i = 0; i < joinArguments.size() / 2; i++) {

Review comment:
       :) Alright, extracted.




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