Many resources are needed to download a project. Please understand that we have to compensate our server costs. Thank you in advance. Project price only 1 $
You can buy this project and download/modify it how often you want.
/*
* 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.parquet.column;
import static org.apache.parquet.column.values.bitpacking.Packer.BIG_ENDIAN;
import static org.apache.parquet.schema.PrimitiveType.PrimitiveTypeName.FIXED_LEN_BYTE_ARRAY;
import static org.apache.parquet.schema.PrimitiveType.PrimitiveTypeName.INT32;
import static org.apache.parquet.schema.PrimitiveType.PrimitiveTypeName.INT64;
import static org.apache.parquet.schema.PrimitiveType.PrimitiveTypeName.BINARY;
import static org.apache.parquet.schema.PrimitiveType.PrimitiveTypeName.BOOLEAN;
import java.io.IOException;
import org.apache.parquet.bytes.BytesUtils;
import org.apache.parquet.column.page.DictionaryPage;
import org.apache.parquet.column.values.ValuesReader;
import org.apache.parquet.column.values.bitpacking.ByteBitPackingValuesReader;
import org.apache.parquet.column.values.bytestreamsplit.ByteStreamSplitValuesReaderForDouble;
import org.apache.parquet.column.values.bytestreamsplit.ByteStreamSplitValuesReaderForFloat;
import org.apache.parquet.column.values.rle.ZeroIntegerValuesReader;
import org.apache.parquet.column.values.delta.DeltaBinaryPackingValuesReader;
import org.apache.parquet.column.values.deltalengthbytearray.DeltaLengthByteArrayValuesReader;
import org.apache.parquet.column.values.deltastrings.DeltaByteArrayReader;
import org.apache.parquet.column.values.dictionary.DictionaryValuesReader;
import org.apache.parquet.column.values.dictionary.PlainValuesDictionary.PlainBinaryDictionary;
import org.apache.parquet.column.values.dictionary.PlainValuesDictionary.PlainDoubleDictionary;
import org.apache.parquet.column.values.dictionary.PlainValuesDictionary.PlainFloatDictionary;
import org.apache.parquet.column.values.dictionary.PlainValuesDictionary.PlainIntegerDictionary;
import org.apache.parquet.column.values.dictionary.PlainValuesDictionary.PlainLongDictionary;
import org.apache.parquet.column.values.plain.BinaryPlainValuesReader;
import org.apache.parquet.column.values.plain.FixedLenByteArrayPlainValuesReader;
import org.apache.parquet.column.values.plain.BooleanPlainValuesReader;
import org.apache.parquet.column.values.plain.PlainValuesReader.DoublePlainValuesReader;
import org.apache.parquet.column.values.plain.PlainValuesReader.FloatPlainValuesReader;
import org.apache.parquet.column.values.plain.PlainValuesReader.IntegerPlainValuesReader;
import org.apache.parquet.column.values.plain.PlainValuesReader.LongPlainValuesReader;
import org.apache.parquet.column.values.rle.RunLengthBitPackingHybridValuesReader;
import org.apache.parquet.io.ParquetDecodingException;
/**
* encoding of the data
*/
public enum Encoding {
PLAIN {
@Override
public ValuesReader getValuesReader(ColumnDescriptor descriptor, ValuesType valuesType) {
switch (descriptor.getType()) {
case BOOLEAN:
return new BooleanPlainValuesReader();
case BINARY:
return new BinaryPlainValuesReader();
case FLOAT:
return new FloatPlainValuesReader();
case DOUBLE:
return new DoublePlainValuesReader();
case INT32:
return new IntegerPlainValuesReader();
case INT64:
return new LongPlainValuesReader();
case INT96:
return new FixedLenByteArrayPlainValuesReader(12);
case FIXED_LEN_BYTE_ARRAY:
return new FixedLenByteArrayPlainValuesReader(descriptor.getTypeLength());
default:
throw new ParquetDecodingException("no plain reader for type " + descriptor.getType());
}
}
@Override
public Dictionary initDictionary(ColumnDescriptor descriptor, DictionaryPage dictionaryPage) throws IOException {
switch (descriptor.getType()) {
case BINARY:
return new PlainBinaryDictionary(dictionaryPage);
case FIXED_LEN_BYTE_ARRAY:
return new PlainBinaryDictionary(dictionaryPage, descriptor.getTypeLength());
case INT96:
return new PlainBinaryDictionary(dictionaryPage, 12);
case INT64:
return new PlainLongDictionary(dictionaryPage);
case DOUBLE:
return new PlainDoubleDictionary(dictionaryPage);
case INT32:
return new PlainIntegerDictionary(dictionaryPage);
case FLOAT:
return new PlainFloatDictionary(dictionaryPage);
default:
throw new ParquetDecodingException("Dictionary encoding not supported for type: " + descriptor.getType());
}
}
},
/**
* Actually a combination of bit packing and run length encoding.
* TODO: Should we rename this to be more clear?
*/
RLE {
@Override
public ValuesReader getValuesReader(ColumnDescriptor descriptor, ValuesType valuesType) {
int bitWidth = BytesUtils.getWidthFromMaxInt(getMaxLevel(descriptor, valuesType));
if(bitWidth == 0) {
return new ZeroIntegerValuesReader();
}
return new RunLengthBitPackingHybridValuesReader(bitWidth);
}
},
BYTE_STREAM_SPLIT {
@Override
public ValuesReader getValuesReader(ColumnDescriptor descriptor, ValuesType valuesType) {
switch (descriptor.getType()) {
case FLOAT:
return new ByteStreamSplitValuesReaderForFloat();
case DOUBLE:
return new ByteStreamSplitValuesReaderForDouble();
default:
throw new ParquetDecodingException("no byte stream split reader for type " + descriptor.getType());
}
}
},
/**
* @deprecated This is no longer used, and has been replaced by {@link #RLE}
* which is combination of bit packing and rle
*/
@Deprecated
BIT_PACKED {
@Override
public ValuesReader getValuesReader(ColumnDescriptor descriptor, ValuesType valuesType) {
return new ByteBitPackingValuesReader(getMaxLevel(descriptor, valuesType), BIG_ENDIAN);
}
},
/**
* @deprecated now replaced by RLE_DICTIONARY for the data page encoding and PLAIN for the dictionary page encoding
*/
@Deprecated
PLAIN_DICTIONARY {
@Override
public ValuesReader getDictionaryBasedValuesReader(ColumnDescriptor descriptor, ValuesType valuesType, Dictionary dictionary) {
return RLE_DICTIONARY.getDictionaryBasedValuesReader(descriptor, valuesType, dictionary);
}
@Override
public Dictionary initDictionary(ColumnDescriptor descriptor, DictionaryPage dictionaryPage) throws IOException {
return PLAIN.initDictionary(descriptor, dictionaryPage);
}
@Override
public boolean usesDictionary() {
return true;
}
},
/**
* Delta encoding for integers. This can be used for int columns and works best
* on sorted data
*/
DELTA_BINARY_PACKED {
@Override
public ValuesReader getValuesReader(ColumnDescriptor descriptor, ValuesType valuesType) {
if(descriptor.getType() != INT32 && descriptor.getType() != INT64) {
throw new ParquetDecodingException("Encoding DELTA_BINARY_PACKED is only supported for type INT32 and INT64");
}
return new DeltaBinaryPackingValuesReader();
}
},
/**
* Encoding for byte arrays to separate the length values and the data. The lengths
* are encoded using DELTA_BINARY_PACKED
*/
DELTA_LENGTH_BYTE_ARRAY {
@Override
public ValuesReader getValuesReader(ColumnDescriptor descriptor,
ValuesType valuesType) {
if (descriptor.getType() != BINARY) {
throw new ParquetDecodingException("Encoding DELTA_LENGTH_BYTE_ARRAY is only supported for type BINARY");
}
return new DeltaLengthByteArrayValuesReader();
}
},
/**
* Incremental-encoded byte array. Prefix lengths are encoded using DELTA_BINARY_PACKED.
* Suffixes are stored as delta length byte arrays.
*/
DELTA_BYTE_ARRAY {
@Override
public ValuesReader getValuesReader(ColumnDescriptor descriptor,
ValuesType valuesType) {
if (descriptor.getType() != BINARY && descriptor.getType() != FIXED_LEN_BYTE_ARRAY) {
throw new ParquetDecodingException("Encoding DELTA_BYTE_ARRAY is only supported for type BINARY and FIXED_LEN_BYTE_ARRAY");
}
return new DeltaByteArrayReader();
}
},
/**
* Dictionary encoding: the ids are encoded using the RLE encoding
*/
RLE_DICTIONARY {
@Override
public ValuesReader getDictionaryBasedValuesReader(ColumnDescriptor descriptor, ValuesType valuesType, Dictionary dictionary) {
switch (descriptor.getType()) {
case BINARY:
case FIXED_LEN_BYTE_ARRAY:
case INT96:
case INT64:
case DOUBLE:
case INT32:
case FLOAT:
return new DictionaryValuesReader(dictionary);
default:
throw new ParquetDecodingException("Dictionary encoding not supported for type: " + descriptor.getType());
}
}
@Override
public boolean usesDictionary() {
return true;
}
};
int getMaxLevel(ColumnDescriptor descriptor, ValuesType valuesType) {
int maxLevel;
switch (valuesType) {
case REPETITION_LEVEL:
maxLevel = descriptor.getMaxRepetitionLevel();
break;
case DEFINITION_LEVEL:
maxLevel = descriptor.getMaxDefinitionLevel();
break;
case VALUES:
if(descriptor.getType() == BOOLEAN) {
maxLevel = 1;
break;
}
default:
throw new ParquetDecodingException("Unsupported encoding for values: " + this);
}
return maxLevel;
}
/**
* @return whether this encoding requires a dictionary
*/
public boolean usesDictionary() {
return false;
}
/**
* initializes a dictionary from a page
* @param descriptor the column descriptor for the dictionary-encoded column
* @param dictionaryPage a dictionary page
* @return the corresponding dictionary
* @throws IOException if there is an exception while reading the dictionary page
* @throws UnsupportedOperationException if the encoding is not dictionary based
*/
public Dictionary initDictionary(ColumnDescriptor descriptor, DictionaryPage dictionaryPage) throws IOException {
throw new UnsupportedOperationException(this.name() + " does not support dictionary");
}
/**
* To read decoded values that don't require a dictionary
*
* @param descriptor the column to read
* @param valuesType the type of values
* @return the proper values reader for the given column
* @throws UnsupportedOperationException if the encoding is dictionary based
*/
public ValuesReader getValuesReader(ColumnDescriptor descriptor, ValuesType valuesType) {
throw new UnsupportedOperationException("Error decoding " + descriptor + ". " + this.name() + " is dictionary based");
}
/**
* To read decoded values that require a dictionary
*
* @param descriptor the column to read
* @param valuesType the type of values
* @param dictionary the dictionary
* @return the proper values reader for the given column
* @throws UnsupportedOperationException if the encoding is not dictionary based
*/
public ValuesReader getDictionaryBasedValuesReader(ColumnDescriptor descriptor, ValuesType valuesType, Dictionary dictionary) {
throw new UnsupportedOperationException(this.name() + " is not dictionary based");
}
}
