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page_v1.go
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page_v1.go
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package goparquet
import (
"bytes"
"context"
"errors"
"fmt"
"hash/crc32"
"io"
"math/bits"
"github.com/fraugster/parquet-go/parquet"
)
type dataPageReaderV1 struct {
ph *parquet.PageHeader
valuesCount int32
encoding parquet.Encoding
dDecoder, rDecoder levelDecoder
valuesDecoder valuesDecoder
fn getValueDecoderFn
position int
alloc *allocTracker
}
func (dp *dataPageReaderV1) numValues() int32 {
return dp.valuesCount
}
func (dp *dataPageReaderV1) readValues(size int) (values []interface{}, dLevel *packedArray, rLevel *packedArray, err error) {
if rem := int(dp.valuesCount) - dp.position; rem < size {
size = rem
}
if size == 0 {
return nil, nil, nil, nil
}
rLevel, _, err = decodePackedArray(dp.rDecoder, size)
if err != nil {
return nil, nil, nil, fmt.Errorf("read repetition levels failed: %w", err)
}
var notNull int
dLevel, notNull, err = decodePackedArray(dp.dDecoder, size)
if err != nil {
return nil, nil, nil, fmt.Errorf("read definition levels failed: %w", err)
}
val := make([]interface{}, notNull)
if notNull != 0 {
if n, err := dp.valuesDecoder.decodeValues(val); err != nil {
return nil, nil, nil, fmt.Errorf("read values from page failed, need %d value read %d: %w", notNull, n, err)
}
}
dp.position += size
return val, dLevel, rLevel, nil
}
func (dp *dataPageReaderV1) init(dDecoder, rDecoder getLevelDecoder, values getValueDecoderFn) error {
if dp.ph.DataPageHeader == nil {
return errors.New("page header is missing data page header")
}
var err error
dp.rDecoder, err = rDecoder(dp.ph.DataPageHeader.RepetitionLevelEncoding)
if err != nil {
return err
}
dp.dDecoder, err = dDecoder(dp.ph.DataPageHeader.DefinitionLevelEncoding)
if err != nil {
return err
}
dp.fn = values
dp.position = 0
return nil
}
func (dp *dataPageReaderV1) read(r io.Reader, ph *parquet.PageHeader, codec parquet.CompressionCodec, validateCRC bool) (err error) {
if ph.DataPageHeader == nil {
return fmt.Errorf("null DataPageHeader in %+v", ph)
}
if dp.valuesCount = ph.DataPageHeader.NumValues; dp.valuesCount < 0 {
return fmt.Errorf("negative NumValues in DATA_PAGE: %d", dp.valuesCount)
}
dataPageBlock, err := readPageBlock(r, codec, ph.GetCompressedPageSize(), ph.GetUncompressedPageSize(), validateCRC, ph.Crc, dp.alloc)
if err != nil {
return err
}
reader, err := newBlockReader(dataPageBlock, codec, ph.GetCompressedPageSize(), ph.GetUncompressedPageSize(), dp.alloc)
if err != nil {
return err
}
dp.encoding = ph.DataPageHeader.Encoding
dp.ph = ph
if dp.valuesDecoder, err = dp.fn(dp.encoding); err != nil {
return err
}
if err := dp.rDecoder.initSize(reader); err != nil {
return err
}
if err := dp.dDecoder.initSize(reader); err != nil {
return err
}
return dp.valuesDecoder.init(reader)
}
type dataPageWriterV1 struct {
dictValues []interface{}
col *Column
codec parquet.CompressionCodec
page *dataPage
dictionary bool
enableCRC bool
}
func (dp *dataPageWriterV1) init(col *Column, codec parquet.CompressionCodec) error {
dp.col = col
dp.codec = codec
return nil
}
func (dp *dataPageWriterV1) getHeader(comp, unComp int, pageStats *parquet.Statistics, crc32Checksum *int32) *parquet.PageHeader {
enc := dp.col.data.encoding()
if dp.dictionary {
enc = parquet.Encoding_RLE_DICTIONARY
}
ph := &parquet.PageHeader{
Type: parquet.PageType_DATA_PAGE,
UncompressedPageSize: int32(unComp),
CompressedPageSize: int32(comp),
Crc: crc32Checksum,
DataPageHeader: &parquet.DataPageHeader{
NumValues: int32(dp.page.numValues) + int32(dp.page.nullValues),
Encoding: enc,
// Only RLE supported for now, not sure if we need support for more encoding
DefinitionLevelEncoding: parquet.Encoding_RLE,
RepetitionLevelEncoding: parquet.Encoding_RLE,
Statistics: pageStats,
},
}
return ph
}
func (dp *dataPageWriterV1) write(ctx context.Context, w io.Writer) (int, int, error) {
dataBuf := &bytes.Buffer{}
// Only write repetition value higher than zero
if dp.col.MaxRepetitionLevel() > 0 {
if err := encodeLevelsV1(dataBuf, dp.col.MaxRepetitionLevel(), dp.page.rL); err != nil {
return 0, 0, err
}
}
// Only write definition value higher than zero
if dp.col.MaxDefinitionLevel() > 0 {
if err := encodeLevelsV1(dataBuf, dp.col.MaxDefinitionLevel(), dp.page.dL); err != nil {
return 0, 0, err
}
}
enc := dp.col.data.encoding()
if dp.dictionary {
enc = parquet.Encoding_RLE_DICTIONARY
}
if dp.dictionary {
encoder := newDictEncoder(dataBuf, bits.Len(uint(len(dp.dictValues))))
if err := encoder.encodeIndices(dp.page.indexList); err != nil {
return 0, 0, err
}
if err := encoder.Close(); err != nil {
return 0, 0, err
}
} else {
encoder, err := getValuesEncoder(enc, dp.col.Element(), dp.dictValues)
if err != nil {
return 0, 0, err
}
err = encodeValue(dataBuf, encoder, dp.page.values)
if err != nil {
return 0, 0, err
}
}
comp, err := compressBlock(dataBuf.Bytes(), dp.codec)
if err != nil {
return 0, 0, fmt.Errorf("compressing data failed with %s method: %w", dp.codec, err)
}
compSize, unCompSize := len(comp), len(dataBuf.Bytes())
var crc32Checksum *int32
if dp.enableCRC {
v := int32(crc32.ChecksumIEEE(comp))
crc32Checksum = &v
}
header := dp.getHeader(compSize, unCompSize, dp.page.stats, crc32Checksum)
if err := writeThrift(ctx, header, w); err != nil {
return 0, 0, err
}
return compSize, unCompSize, writeFull(w, comp)
}
func newDataPageV1Writer(useDict bool, dictValues []interface{}, page *dataPage, enableCRC bool) pageWriter {
return &dataPageWriterV1{
dictionary: useDict,
dictValues: dictValues,
page: page,
enableCRC: enableCRC,
}
}