KKcorps commented on a change in pull request #8304:
URL: https://github.com/apache/pinot/pull/8304#discussion_r831053899



##########
File path: 
pinot-core/src/main/java/org/apache/pinot/core/operator/transform/function/PowerTransformFunction.java
##########
@@ -0,0 +1,74 @@
+/**
+ * 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 com.google.common.base.Preconditions;
+import java.util.List;
+import java.util.Map;
+import org.apache.pinot.core.operator.blocks.ProjectionBlock;
+import org.apache.pinot.core.operator.transform.TransformResultMetadata;
+import org.apache.pinot.core.plan.DocIdSetPlanNode;
+import org.apache.pinot.segment.spi.datasource.DataSource;
+
+
+public class PowerTransformFunction extends BaseTransformFunction {
+  public static final String FUNCTION_NAME = "power";
+  private double[] _result;
+  private TransformFunction _leftTransformFunction;
+  private TransformFunction _rightTransformFunction;
+
+  @Override
+  public String getName() {
+    return FUNCTION_NAME;
+  }
+
+  @Override
+  public void init(List<TransformFunction> arguments, Map<String, DataSource> 
dataSourceMap) {
+    // Check that there are more than 1 arguments
+    if (arguments.size() != 2) {
+      throw new IllegalArgumentException("Exactly 2 arguments are required for 
power transform function");
+    }
+
+    _leftTransformFunction = arguments.get(0);
+    _rightTransformFunction = arguments.get(1);
+    Preconditions.checkArgument(
+        _leftTransformFunction.getResultMetadata().isSingleValue() || 
_rightTransformFunction.getResultMetadata()
+            .isSingleValue(), "Argument must be single-valued for transform 
function: %s", getName());
+  }
+
+  @Override
+  public TransformResultMetadata getResultMetadata() {
+    return DOUBLE_SV_NO_DICTIONARY_METADATA;
+  }
+
+  @Override
+  public double[] transformToDoubleValuesSV(ProjectionBlock projectionBlock) {
+    if (_result == null) {
+      _result = new double[DocIdSetPlanNode.MAX_DOC_PER_CALL];

Review comment:
       For now, I have made this change in the classes which are under scope of 
this PR. 
   I will raise a seperate PR for the rest of the functions.
   I want to know the reason though, why was it done this way. Maybe we are 
missing something?

##########
File path: 
pinot-core/src/main/java/org/apache/pinot/core/operator/transform/function/PowerTransformFunction.java
##########
@@ -0,0 +1,74 @@
+/**
+ * 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 com.google.common.base.Preconditions;
+import java.util.List;
+import java.util.Map;
+import org.apache.pinot.core.operator.blocks.ProjectionBlock;
+import org.apache.pinot.core.operator.transform.TransformResultMetadata;
+import org.apache.pinot.core.plan.DocIdSetPlanNode;
+import org.apache.pinot.segment.spi.datasource.DataSource;
+
+
+public class PowerTransformFunction extends BaseTransformFunction {
+  public static final String FUNCTION_NAME = "power";
+  private double[] _result;
+  private TransformFunction _leftTransformFunction;
+  private TransformFunction _rightTransformFunction;
+
+  @Override
+  public String getName() {
+    return FUNCTION_NAME;
+  }
+
+  @Override
+  public void init(List<TransformFunction> arguments, Map<String, DataSource> 
dataSourceMap) {
+    // Check that there are more than 1 arguments
+    if (arguments.size() != 2) {
+      throw new IllegalArgumentException("Exactly 2 arguments are required for 
power transform function");
+    }
+
+    _leftTransformFunction = arguments.get(0);
+    _rightTransformFunction = arguments.get(1);
+    Preconditions.checkArgument(
+        _leftTransformFunction.getResultMetadata().isSingleValue() || 
_rightTransformFunction.getResultMetadata()
+            .isSingleValue(), "Argument must be single-valued for transform 
function: %s", getName());
+  }
+
+  @Override
+  public TransformResultMetadata getResultMetadata() {
+    return DOUBLE_SV_NO_DICTIONARY_METADATA;
+  }
+
+  @Override
+  public double[] transformToDoubleValuesSV(ProjectionBlock projectionBlock) {
+    if (_result == null) {
+      _result = new double[DocIdSetPlanNode.MAX_DOC_PER_CALL];
+    }
+
+    int length = projectionBlock.getNumDocs();
+    double[] leftValues = 
_leftTransformFunction.transformToDoubleValuesSV(projectionBlock);
+    double[] rightValues = 
_rightTransformFunction.transformToDoubleValuesSV(projectionBlock);
+    for (int i = 0; i < length; i++) {
+      _result[i] = Math.pow(leftValues[i], rightValues[i]);

Review comment:
       done

##########
File path: 
pinot-core/src/main/java/org/apache/pinot/core/operator/transform/function/RoundDecimalTransformFunction.java
##########
@@ -0,0 +1,100 @@
+/**
+ * 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 com.google.common.base.Preconditions;
+import java.math.BigDecimal;
+import java.math.RoundingMode;
+import java.util.List;
+import java.util.Map;
+import org.apache.pinot.core.operator.blocks.ProjectionBlock;
+import org.apache.pinot.core.operator.transform.TransformResultMetadata;
+import org.apache.pinot.core.plan.DocIdSetPlanNode;
+import org.apache.pinot.segment.spi.datasource.DataSource;
+import org.apache.pinot.spi.data.FieldSpec;
+
+
+//TODO: The function should ideally be named 'round'
+// but it is not possible because of existing DateTimeFunction with same name.
+public class RoundDecimalTransformFunction extends BaseTransformFunction {
+  public static final String FUNCTION_NAME = "roundDecimal";
+  private double[] _result;
+  private TransformFunction _leftTransformFunction;
+  private TransformFunction _rightTransformFunction;
+
+  @Override
+  public String getName() {
+    return FUNCTION_NAME;
+  }
+
+  @Override
+  public void init(List<TransformFunction> arguments, Map<String, DataSource> 
dataSourceMap) {
+    int numArguments = arguments.size();
+    // Check that there are more than 2 arguments or no arguments
+    if (numArguments < 1 || numArguments > 2) {
+      throw new IllegalArgumentException(
+          "roundDecimal transform function supports either 1 or 2 arguments. 
Num arguments provided: " + numArguments);
+    }
+
+    _leftTransformFunction = arguments.get(0);
+    if (numArguments > 1) {
+      _rightTransformFunction = arguments.get(1);
+      
Preconditions.checkArgument(_rightTransformFunction.getResultMetadata().isSingleValue()
+              && isArgumentDataTypeValid(_rightTransformFunction),
+          "Argument must be single-valued with type INT for transform 
function: %s", getName());
+    } else {
+      _rightTransformFunction = null;
+    }
+
+    
Preconditions.checkArgument(_leftTransformFunction.getResultMetadata().isSingleValue(),
+        "Argument must be single-valued for transform function: %s", 
getName());
+  }
+
+  private boolean isArgumentDataTypeValid(TransformFunction transformFunction) 
{
+    return transformFunction.getResultMetadata().getDataType().getStoredType() 
== FieldSpec.DataType.INT
+        || transformFunction.getResultMetadata().getDataType().getStoredType() 
== FieldSpec.DataType.LONG;

Review comment:
       done




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