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/*
 * 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
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package org.apache.iotdb.udf;

import org.apache.iotdb.tsfile.exception.write.UnSupportedDataTypeException;
import org.apache.iotdb.tsfile.read.common.block.column.Column;
import org.apache.iotdb.tsfile.utils.BitMap;
import org.apache.iotdb.udf.api.State;
import org.apache.iotdb.udf.api.UDAF;
import org.apache.iotdb.udf.api.customizer.config.UDAFConfigurations;
import org.apache.iotdb.udf.api.customizer.parameter.UDFParameterValidator;
import org.apache.iotdb.udf.api.customizer.parameter.UDFParameters;
import org.apache.iotdb.udf.api.exception.UDFException;
import org.apache.iotdb.udf.api.type.Type;
import org.apache.iotdb.udf.api.utils.ResultValue;

import java.nio.ByteBuffer;

/** This is an internal example of the UDAF implementation. */
public class UDAFExample implements UDAF {
  /**
   * CREATE DATABASE root.sg; CREATE TIMESERIES root.sg.d1.s1 WITH DATATYPE=INT32, ENCODING=PLAIN;
   * INSERT INTO root.sg(time, s1) VALUES (0, 1), (1, 3), (2, 5);
   *
   * 

CREATE FUNCTION avg_udaf AS 'org.apache.iotdb.udf.UDAFExample'; SHOW FUNCTIONS; SELECT s1 * FROM root.sg; SELECT avg_udaf(s1) FROM root.sg; */ static class AvgState implements State { double sum; long count; @Override public void reset() { sum = 0; count = 0; } @Override public byte[] serialize() { ByteBuffer buffer = ByteBuffer.allocate(Double.BYTES + Long.BYTES); buffer.putDouble(sum); buffer.putLong(count); return buffer.array(); } @Override public void deserialize(byte[] bytes) { ByteBuffer buffer = ByteBuffer.wrap(bytes); sum = buffer.getDouble(); count = buffer.getLong(); } } private Type dataType; @Override public void validate(UDFParameterValidator validator) throws UDFException { validator .validateInputSeriesNumber(1) .validateInputSeriesDataType(0, Type.INT32, Type.INT64, Type.FLOAT, Type.DOUBLE); } @Override public void beforeStart(UDFParameters parameters, UDAFConfigurations configurations) { dataType = parameters.getDataType(0); configurations.setOutputDataType(Type.DOUBLE); } @Override public State createState() { return new AvgState(); } @Override public void addInput(State state, Column[] columns, BitMap bitMap) { AvgState avgState = (AvgState) state; switch (dataType) { case INT32: addIntInput(avgState, columns, bitMap); return; case INT64: addLongInput(avgState, columns, bitMap); return; case FLOAT: addFloatInput(avgState, columns, bitMap); return; case DOUBLE: addDoubleInput(avgState, columns, bitMap); return; case TEXT: case BOOLEAN: default: throw new UnSupportedDataTypeException( String.format("Unsupported data type in aggregation AVG : %s", dataType)); } } @Override public void combineState(State state, State rhs) { AvgState avgState = (AvgState) state; AvgState avgRhs = (AvgState) rhs; avgState.count += avgRhs.count; avgState.sum += avgRhs.sum; } @Override public void outputFinal(State state, ResultValue resultValue) { AvgState avgState = (AvgState) state; if (avgState.count != 0) { resultValue.setDouble(avgState.sum / avgState.count); } else { resultValue.setNull(); } } @Override public void removeState(State state, State removed) { AvgState avgState = (AvgState) state; AvgState avgRhs = (AvgState) removed; avgState.count -= avgRhs.count; avgState.sum -= avgRhs.sum; } private void addIntInput(AvgState state, Column[] columns, BitMap bitMap) { int count = columns[0].getPositionCount(); for (int i = 0; i < count; i++) { if (bitMap != null && !bitMap.isMarked(i)) { continue; } if (!columns[0].isNull(i)) { state.count++; state.sum += columns[0].getInt(i); } } } private void addLongInput(AvgState avgState, Column[] columns, BitMap bitMap) { int count = columns[0].getPositionCount(); for (int i = 0; i < count; i++) { if (bitMap != null && !bitMap.isMarked(i)) { continue; } if (!columns[0].isNull(i)) { avgState.count++; avgState.sum += columns[0].getLong(i); } } } private void addFloatInput(AvgState avgState, Column[] columns, BitMap bitMap) { int count = columns[0].getPositionCount(); for (int i = 0; i < count; i++) { if (bitMap != null && !bitMap.isMarked(i)) { continue; } if (!columns[0].isNull(i)) { avgState.count++; avgState.sum += columns[0].getFloat(i); } } } private void addDoubleInput(AvgState avgState, Column[] columns, BitMap bitMap) { int count = columns[0].getPositionCount(); for (int i = 0; i < count; i++) { if (bitMap != null && !bitMap.isMarked(i)) { continue; } if (!columns[0].isNull(i)) { avgState.count++; avgState.sum += columns[0].getDouble(i); } } } }





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