io.prestosql.parquet.ParquetEncoding Maven / Gradle / Ivy
/*
* Licensed 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 io.prestosql.parquet;
import io.prestosql.parquet.dictionary.BinaryDictionary;
import io.prestosql.parquet.dictionary.Dictionary;
import io.prestosql.parquet.dictionary.DictionaryReader;
import io.prestosql.parquet.dictionary.DoubleDictionary;
import io.prestosql.parquet.dictionary.FloatDictionary;
import io.prestosql.parquet.dictionary.IntegerDictionary;
import io.prestosql.parquet.dictionary.LongDictionary;
import org.apache.parquet.bytes.BytesUtils;
import org.apache.parquet.column.ColumnDescriptor;
import org.apache.parquet.column.values.ValuesReader;
import org.apache.parquet.column.values.bitpacking.ByteBitPackingValuesReader;
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.plain.BinaryPlainValuesReader;
import org.apache.parquet.column.values.plain.BooleanPlainValuesReader;
import org.apache.parquet.column.values.plain.FixedLenByteArrayPlainValuesReader;
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.column.values.rle.ZeroIntegerValuesReader;
import org.apache.parquet.io.ParquetDecodingException;
import org.apache.parquet.schema.PrimitiveType.PrimitiveTypeName;
import java.io.IOException;
import static com.google.common.base.Preconditions.checkArgument;
import static org.apache.parquet.column.values.bitpacking.Packer.BIG_ENDIAN;
import static org.apache.parquet.schema.PrimitiveType.PrimitiveTypeName.BINARY;
import static org.apache.parquet.schema.PrimitiveType.PrimitiveTypeName.BOOLEAN;
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;
public enum ParquetEncoding
{
PLAIN {
@Override
public ValuesReader getValuesReader(ColumnDescriptor descriptor, ValuesType valuesType)
{
switch (descriptor.getPrimitiveType().getPrimitiveTypeName()) {
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(INT96_TYPE_LENGTH);
case FIXED_LEN_BYTE_ARRAY:
return new FixedLenByteArrayPlainValuesReader(descriptor.getPrimitiveType().getTypeLength());
default:
throw new ParquetDecodingException("Plain values reader does not support: " + descriptor.getPrimitiveType().getPrimitiveTypeName());
}
}
@Override
public Dictionary initDictionary(ColumnDescriptor descriptor, DictionaryPage dictionaryPage)
throws IOException
{
switch (descriptor.getPrimitiveType().getPrimitiveTypeName()) {
case BINARY:
return new BinaryDictionary(dictionaryPage);
case FIXED_LEN_BYTE_ARRAY:
return new BinaryDictionary(dictionaryPage, descriptor.getPrimitiveType().getTypeLength());
case INT96:
return new BinaryDictionary(dictionaryPage, INT96_TYPE_LENGTH);
case INT64:
return new LongDictionary(dictionaryPage);
case DOUBLE:
return new DoubleDictionary(dictionaryPage);
case INT32:
return new IntegerDictionary(dictionaryPage);
case FLOAT:
return new FloatDictionary(dictionaryPage);
default:
throw new ParquetDecodingException("Dictionary encoding does not support: " + descriptor.getPrimitiveType().getPrimitiveTypeName());
}
}
},
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);
}
},
BIT_PACKED {
@Override
public ValuesReader getValuesReader(ColumnDescriptor descriptor, ValuesType valuesType)
{
return new ByteBitPackingValuesReader(getMaxLevel(descriptor, valuesType), BIG_ENDIAN);
}
},
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_BINARY_PACKED {
@Override
public ValuesReader getValuesReader(ColumnDescriptor descriptor, ValuesType valuesType)
{
PrimitiveTypeName typeName = descriptor.getPrimitiveType().getPrimitiveTypeName();
checkArgument(typeName == INT32 || typeName == INT64, "Encoding DELTA_BINARY_PACKED is only supported for type INT32 and INT64");
return new DeltaBinaryPackingValuesReader();
}
},
DELTA_LENGTH_BYTE_ARRAY {
@Override
public ValuesReader getValuesReader(ColumnDescriptor descriptor, ValuesType valuesType)
{
checkArgument(descriptor.getPrimitiveType().getPrimitiveTypeName() == BINARY, "Encoding DELTA_LENGTH_BYTE_ARRAY is only supported for type BINARY");
return new DeltaLengthByteArrayValuesReader();
}
},
DELTA_BYTE_ARRAY {
@Override
public ValuesReader getValuesReader(ColumnDescriptor descriptor, ValuesType valuesType)
{
PrimitiveTypeName typeName = descriptor.getPrimitiveType().getPrimitiveTypeName();
checkArgument(typeName == BINARY || typeName == FIXED_LEN_BYTE_ARRAY, "Encoding DELTA_BYTE_ARRAY is only supported for type BINARY and FIXED_LEN_BYTE_ARRAY");
return new DeltaByteArrayReader();
}
},
RLE_DICTIONARY {
@Override
public ValuesReader getDictionaryBasedValuesReader(ColumnDescriptor descriptor, ValuesType valuesType, Dictionary dictionary)
{
return new DictionaryReader(dictionary);
}
@Override
public Dictionary initDictionary(ColumnDescriptor descriptor, DictionaryPage dictionaryPage)
throws IOException
{
return PLAIN.initDictionary(descriptor, dictionaryPage);
}
@Override
public boolean usesDictionary()
{
return true;
}
};
static final int INT96_TYPE_LENGTH = 12;
static int getMaxLevel(ColumnDescriptor descriptor, ValuesType valuesType)
{
switch (valuesType) {
case REPETITION_LEVEL:
return descriptor.getMaxRepetitionLevel();
case DEFINITION_LEVEL:
return descriptor.getMaxDefinitionLevel();
case VALUES:
if (descriptor.getPrimitiveType().getPrimitiveTypeName() == BOOLEAN) {
return 1;
}
// fall-through
default:
throw new ParquetDecodingException("Unsupported values type: " + valuesType);
}
}
public boolean usesDictionary()
{
return false;
}
public Dictionary initDictionary(ColumnDescriptor descriptor, DictionaryPage dictionaryPage)
throws IOException
{
throw new UnsupportedOperationException(" Dictionary encoding is not supported for: " + name());
}
public ValuesReader getValuesReader(ColumnDescriptor descriptor, ValuesType valuesType)
{
throw new UnsupportedOperationException("Error decoding values in encoding: " + this.name());
}
public ValuesReader getDictionaryBasedValuesReader(ColumnDescriptor descriptor, ValuesType valuesType, Dictionary dictionary)
{
throw new UnsupportedOperationException(" Dictionary encoding is not supported for: " + name());
}
}
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