iotdb-core/tsfile/src/test/java/org/apache/iotdb/tsfile/encoding/decoder/FloatDecoderTest.java

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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.tsfile.encoding.decoder;

import org.apache.iotdb.tsfile.encoding.encoder.Encoder;
import org.apache.iotdb.tsfile.encoding.encoder.FloatEncoder;
import org.apache.iotdb.tsfile.file.metadata.enums.TSDataType;
import org.apache.iotdb.tsfile.file.metadata.enums.TSEncoding;

import org.junit.After;
import org.junit.Before;
import org.junit.Test;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

import java.io.ByteArrayOutputStream;
import java.nio.ByteBuffer;
import java.util.ArrayList;
import java.util.List;

import static org.junit.Assert.assertEquals;

public class FloatDecoderTest {

  private static final Logger logger = LoggerFactory.getLogger(FloatDecoderTest.class);
  private final double delta = 0.0000001;
  private final int floatMaxPointValue = 10000;
  private final int floatMaxPointNumber = 4;
  private final long doubleMaxPointValue = 1000000000000000L;
  private final int doubleMaxPointNumber = 15;
  private List<Float> floatList;
  private List<Double> doubleList;

  @Before
  public void setUp() {
    floatList = new ArrayList<Float>();
    int hybridCount = 11;
    int hybridNum = 5;
    int hybridStart = 20;
    for (int i = 0; i < hybridNum; i++) {
      for (int j = 0; j < hybridCount; j++) {
        floatList.add((float) hybridStart / floatMaxPointValue);
        hybridStart += 3;
      }
      for (int j = 0; j < hybridCount; j++) {
        floatList.add((float) hybridStart / floatMaxPointValue);
      }
      hybridCount += 2;
    }

    doubleList = new ArrayList<Double>();
    int hybridCountDouble = 11;
    int hybridNumDouble = 5;
    long hybridStartDouble = 20;

    for (int i = 0; i < hybridNumDouble; i++) {
      for (int j = 0; j < hybridCountDouble; j++) {
        doubleList.add((double) hybridStartDouble / doubleMaxPointValue);
        hybridStart += 3;
      }
      for (int j = 0; j < hybridCountDouble; j++) {
        doubleList.add((double) hybridStartDouble / doubleMaxPointValue);
      }
      hybridCountDouble += 2;
    }
  }

  @After
  public void tearDown() {}

  @Test
  public void testRLEFloat() throws Exception {
    for (int i = 1; i <= 10; i++) {
      testFloatLength(TSEncoding.RLE, floatList, floatMaxPointNumber, false, i);
    }
  }

  @Test
  public void testRLEDouble() throws Exception {
    for (int i = 1; i <= 10; i++) {
      testDoubleLength(TSEncoding.RLE, doubleList, doubleMaxPointNumber, false, i);
    }
  }

  @Test
  public void testDIFFFloat() throws Exception {
    for (int i = 1; i <= 10; i++) {
      testFloatLength(TSEncoding.TS_2DIFF, floatList, floatMaxPointNumber, false, i);
    }
  }

  @Test
  public void testDIFFDouble() throws Exception {
    for (int i = 1; i <= 10; i++) {
      testDoubleLength(TSEncoding.TS_2DIFF, doubleList, doubleMaxPointNumber, false, i);
    }
  }

  // @Test
  // public void testBigDecimal() throws Exception {
  // for (int i = 1; i <= 5; i++) {
  // testDecimalLenght(TSEncoding.TS_2DIFF, doubleList, doubleMaxPointNumber,
  // false, i);
  // testDecimalLenght(TSEncoding.RLE, doubleList, doubleMaxPointNumber, false,
  // i);
  // }
  // }

  @Test
  public void test() throws Exception {

    float value = 7.101f;
    Encoder encoder = new FloatEncoder(TSEncoding.RLE, TSDataType.FLOAT, 3);
    ByteArrayOutputStream baos = new ByteArrayOutputStream();
    encoder.encode(value, baos);
    encoder.flush(baos);
    encoder.encode(value + 2, baos);
    encoder.flush(baos);
    ByteBuffer buffer = ByteBuffer.wrap(baos.toByteArray());
    Decoder decoder1 = new FloatDecoder(TSEncoding.RLE, TSDataType.FLOAT);
    Decoder decoder2 = new FloatDecoder(TSEncoding.RLE, TSDataType.FLOAT);
    float value1_ = decoder1.readFloat(buffer);
    float value2_ = decoder2.readFloat(buffer);
    assertEquals(value, value1_, delta);
    assertEquals(value + 2, value2_, delta);
    logger.debug("{} // {}", value, value1_);
    logger.debug("{} // {}", value + 2, value2_);
  }

  private void testFloatLength(
      TSEncoding encoding,
      List<Float> valueList,
      int maxPointValue,
      boolean isDebug,
      int repeatCount)
      throws Exception {
    Encoder encoder = new FloatEncoder(encoding, TSDataType.FLOAT, maxPointValue);
    ByteArrayOutputStream baos = new ByteArrayOutputStream();
    for (int i = 0; i < repeatCount; i++) {
      for (float value : valueList) {
        encoder.encode(value, baos);
      }
      encoder.flush(baos);
    }

    ByteBuffer buffer = ByteBuffer.wrap(baos.toByteArray());

    for (int i = 0; i < repeatCount; i++) {
      Decoder decoder = new FloatDecoder(encoding, TSDataType.FLOAT);
      for (float value : valueList) {
        float value_ = decoder.readFloat(buffer);
        if (isDebug) {
          logger.debug("{} // {}", value_, value);
        }
        assertEquals(value, value_, delta);
      }
    }
  }

  private void testDoubleLength(
      TSEncoding encoding,
      List<Double> valueList,
      int maxPointValue,
      boolean isDebug,
      int repeatCount)
      throws Exception {
    Encoder encoder = new FloatEncoder(encoding, TSDataType.DOUBLE, maxPointValue);
    ByteArrayOutputStream baos = new ByteArrayOutputStream();
    for (int i = 0; i < repeatCount; i++) {
      for (double value : valueList) {
        encoder.encode(value, baos);
      }
      encoder.flush(baos);
    }

    ByteBuffer buffer = ByteBuffer.wrap(baos.toByteArray());

    for (int i = 0; i < repeatCount; i++) {
      Decoder decoder = new FloatDecoder(encoding, TSDataType.DOUBLE);
      for (double value : valueList) {
        double value_ = decoder.readDouble(buffer);
        if (isDebug) {
          logger.debug("{} // {}", value_, value);
        }
        assertEquals(value, value_, delta);
      }
    }
  }

  // private void testDecimalLenght(TSEncoding encoding, List<Double> valueList,
  // int maxPointValue,
  // boolean isDebug, int repeatCount) throws Exception {
  // Encoder encoder = new FloatEncoder(encoding, TSDataType.BIGDECIMAL,
  // maxPointValue);
  // ByteArrayOutputStream baos = new ByteArrayOutputStream();
  // for (int i = 0; i < repeatCount; i++) {
  // for (double value : valueList) {
  // encoder.encode(new BigDecimal(value), baos);
  // }
  // encoder.flush(baos);
  // }
  // logger.debug("Repeated {} encoding done ", repeatCount);
  // ByteArrayInputStream bais = new ByteArrayInputStream(baos.toByteArray());
  //
  // for (int i = 0; i < repeatCount; i++) {
  // Decoder decoder = new FloatDecoder(encoding, TSDataType.BIGDECIMAL);
  // for (double value : valueList) {
  // double value_ = decoder.readBigDecimal(bais).doubleValue();
  // if (isDebug) {
  // logger.debug("{} // {}", value_, value);
  // }
  // assertEquals(value, value_, delta);
  // }
  // logger.debug("Repeated {} turn ", repeatCount, i);
  // }
  // }
}