/* * Minio Cloud Storage, (C) 2018 Minio, Inc. * * 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 parquet import ( "bytes" "context" "fmt" "strings" "git.apache.org/thrift.git/lib/go/thrift" "github.com/minio/minio/pkg/s3select/internal/parquet-go/gen-go/parquet" ) // getBitWidth - returns bits required to place num e.g. // // num | width // -----|------- // 0 | 0 // 1 | 1 // 2 | 2 // 3 | 2 // 4 | 3 // 5 | 3 // ... | ... // ... | ... // func getBitWidth(num uint64) (width uint64) { for ; num != 0; num >>= 1 { width++ } return width } // getMaxDefLevel - get maximum definition level. func getMaxDefLevel(nameIndexMap map[string]int, schemaElements []*parquet.SchemaElement, path []string) (v int) { for i := 1; i <= len(path); i++ { name := strings.Join(path[:i], ".") if index, ok := nameIndexMap[name]; ok { if schemaElements[index].GetRepetitionType() != parquet.FieldRepetitionType_REQUIRED { v++ } } } return v } // getMaxRepLevel - get maximum repetition level. func getMaxRepLevel(nameIndexMap map[string]int, schemaElements []*parquet.SchemaElement, path []string) (v int) { for i := 1; i <= len(path); i++ { name := strings.Join(path[:i], ".") if index, ok := nameIndexMap[name]; ok { if schemaElements[index].GetRepetitionType() == parquet.FieldRepetitionType_REPEATED { v++ } } } return v } func readPageHeader(reader *thrift.TBufferedTransport) (*parquet.PageHeader, error) { pageHeader := parquet.NewPageHeader() if err := pageHeader.Read(thrift.NewTCompactProtocol(reader)); err != nil { return nil, err } return pageHeader, nil } func readPage( thriftReader *thrift.TBufferedTransport, metadata *parquet.ColumnMetaData, columnNameIndexMap map[string]int, schemaElements []*parquet.SchemaElement, ) (page *page, definitionLevels, numRows int64, err error) { pageHeader, err := readPageHeader(thriftReader) if err != nil { return nil, 0, 0, err } read := func() (data []byte, err error) { var repLevelsLen, defLevelsLen int32 var repLevelsBuf, defLevelsBuf []byte if pageHeader.GetType() == parquet.PageType_DATA_PAGE_V2 { repLevelsLen = pageHeader.DataPageHeaderV2.GetRepetitionLevelsByteLength() repLevelsBuf = make([]byte, repLevelsLen) if _, err = thriftReader.Read(repLevelsBuf); err != nil { return nil, err } defLevelsLen = pageHeader.DataPageHeaderV2.GetDefinitionLevelsByteLength() defLevelsBuf = make([]byte, defLevelsLen) if _, err = thriftReader.Read(defLevelsBuf); err != nil { return nil, err } } dataBuf := make([]byte, pageHeader.GetCompressedPageSize()-repLevelsLen-defLevelsLen) if _, err = thriftReader.Read(dataBuf); err != nil { return nil, err } if dataBuf, err = compressionCodec(metadata.GetCodec()).uncompress(dataBuf); err != nil { return nil, err } if repLevelsLen == 0 && defLevelsLen == 0 { return dataBuf, nil } if repLevelsLen > 0 { data = append(data, uint32ToBytes(uint32(repLevelsLen))...) data = append(data, repLevelsBuf...) } if defLevelsLen > 0 { data = append(data, uint32ToBytes(uint32(defLevelsLen))...) data = append(data, defLevelsBuf...) } data = append(data, dataBuf...) return data, nil } buf, err := read() if err != nil { return nil, 0, 0, err } path := append([]string{}, metadata.GetPathInSchema()...) bytesReader := bytes.NewReader(buf) pageType := pageHeader.GetType() switch pageType { case parquet.PageType_INDEX_PAGE: return nil, 0, 0, fmt.Errorf("page type %v is not supported", parquet.PageType_INDEX_PAGE) case parquet.PageType_DICTIONARY_PAGE: page = newDictPage() page.Header = pageHeader table := new(table) table.Path = path values, err := readValues(bytesReader, metadata.GetType(), uint64(pageHeader.DictionaryPageHeader.GetNumValues()), 0) if err != nil { return nil, 0, 0, err } table.Values = getTableValues(values, metadata.GetType()) page.DataTable = table return page, 0, 0, nil case parquet.PageType_DATA_PAGE, parquet.PageType_DATA_PAGE_V2: name := strings.Join(path, ".") page = newDataPage() page.Header = pageHeader maxDefinitionLevel := getMaxDefLevel(columnNameIndexMap, schemaElements, path) maxRepetitionLevel := getMaxRepLevel(columnNameIndexMap, schemaElements, path) var numValues uint64 var encodingType parquet.Encoding if pageHeader.GetType() == parquet.PageType_DATA_PAGE { numValues = uint64(pageHeader.DataPageHeader.GetNumValues()) encodingType = pageHeader.DataPageHeader.GetEncoding() } else { numValues = uint64(pageHeader.DataPageHeaderV2.GetNumValues()) encodingType = pageHeader.DataPageHeaderV2.GetEncoding() } var repetitionLevels []int64 if maxRepetitionLevel > 0 { values, _, err := readDataPageValues(bytesReader, parquet.Encoding_RLE, parquet.Type_INT64, -1, numValues, getBitWidth(uint64(maxRepetitionLevel))) if err != nil { return nil, 0, 0, err } if repetitionLevels = values.([]int64); uint64(len(repetitionLevels)) > numValues { repetitionLevels = repetitionLevels[:numValues] } } else { repetitionLevels = make([]int64, numValues) } var definitionLevels []int64 if maxDefinitionLevel > 0 { values, _, err := readDataPageValues(bytesReader, parquet.Encoding_RLE, parquet.Type_INT64, -1, numValues, getBitWidth(uint64(maxDefinitionLevel))) if err != nil { return nil, 0, 0, err } if definitionLevels = values.([]int64); uint64(len(definitionLevels)) > numValues { definitionLevels = definitionLevels[:numValues] } } else { definitionLevels = make([]int64, numValues) } var numNulls uint64 for i := 0; i < len(definitionLevels); i++ { if definitionLevels[i] != int64(maxDefinitionLevel) { numNulls++ } } var convertedType parquet.ConvertedType = -1 if schemaElements[columnNameIndexMap[name]].IsSetConvertedType() { convertedType = schemaElements[columnNameIndexMap[name]].GetConvertedType() } values, valueType, err := readDataPageValues(bytesReader, encodingType, metadata.GetType(), convertedType, uint64(len(definitionLevels))-numNulls, uint64(schemaElements[columnNameIndexMap[name]].GetTypeLength())) if err != nil { return nil, 0, 0, err } tableValues := getTableValues(values, valueType) table := new(table) table.Path = path table.RepetitionType = schemaElements[columnNameIndexMap[name]].GetRepetitionType() table.MaxRepetitionLevel = int32(maxRepetitionLevel) table.MaxDefinitionLevel = int32(maxDefinitionLevel) table.Values = make([]interface{}, len(definitionLevels)) table.RepetitionLevels = make([]int32, len(definitionLevels)) table.DefinitionLevels = make([]int32, len(definitionLevels)) j := 0 numRows := int64(0) for i := 0; i < len(definitionLevels); i++ { table.RepetitionLevels[i] = int32(repetitionLevels[i]) table.DefinitionLevels[i] = int32(definitionLevels[i]) if int(table.DefinitionLevels[i]) == maxDefinitionLevel { table.Values[i] = tableValues[j] j++ } if table.RepetitionLevels[i] == 0 { numRows++ } } page.DataTable = table return page, int64(len(definitionLevels)), numRows, nil } return nil, 0, 0, fmt.Errorf("unknown page type %v", pageType) } type page struct { Header *parquet.PageHeader // Header of a page DataTable *table // Table to store values RawData []byte // Compressed data of the page, which is written in parquet file CompressType parquet.CompressionCodec // Compress type: gzip/snappy/none DataType parquet.Type // Parquet type of the values in the page Path []string // Path in schema(include the root) MaxVal interface{} // Maximum of the values MinVal interface{} // Minimum of the values PageSize int32 } func newPage() *page { return &page{ Header: parquet.NewPageHeader(), PageSize: defaultPageSize, } } func newDictPage() *page { page := newPage() page.Header.DictionaryPageHeader = parquet.NewDictionaryPageHeader() return page } func newDataPage() *page { page := newPage() page.Header.DataPageHeader = parquet.NewDataPageHeader() return page } func (page *page) decode(dictPage *page) { if dictPage == nil || page == nil || page.Header.DataPageHeader == nil || (page.Header.DataPageHeader.Encoding != parquet.Encoding_RLE_DICTIONARY && page.Header.DataPageHeader.Encoding != parquet.Encoding_PLAIN_DICTIONARY) { return } for i := 0; i < len(page.DataTable.Values); i++ { if page.DataTable.Values[i] != nil { index := page.DataTable.Values[i].(int64) page.DataTable.Values[i] = dictPage.DataTable.Values[index] } } } // Get RepetitionLevels and Definitions from RawData func (page *page) getRLDLFromRawData(columnNameIndexMap map[string]int, schemaElements []*parquet.SchemaElement) (numValues int64, numRows int64, err error) { bytesReader := bytes.NewReader(page.RawData) pageType := page.Header.GetType() var buf []byte if pageType == parquet.PageType_DATA_PAGE_V2 { var repLevelsLen, defLevelsLen int32 var repLevelsBuf, defLevelsBuf []byte repLevelsLen = page.Header.DataPageHeaderV2.GetRepetitionLevelsByteLength() repLevelsBuf = make([]byte, repLevelsLen) if _, err = bytesReader.Read(repLevelsBuf); err != nil { return 0, 0, err } defLevelsLen = page.Header.DataPageHeaderV2.GetDefinitionLevelsByteLength() defLevelsBuf = make([]byte, defLevelsLen) if _, err = bytesReader.Read(defLevelsBuf); err != nil { return 0, 0, err } dataBuf := make([]byte, len(page.RawData)-int(repLevelsLen)-int(defLevelsLen)) if _, err = bytesReader.Read(dataBuf); err != nil { return 0, 0, err } if repLevelsLen == 0 && defLevelsLen == 0 { buf = dataBuf } else { if repLevelsLen > 0 { buf = append(buf, uint32ToBytes(uint32(repLevelsLen))...) buf = append(buf, repLevelsBuf...) } if defLevelsLen > 0 { buf = append(buf, uint32ToBytes(uint32(defLevelsLen))...) buf = append(buf, defLevelsBuf...) } buf = append(buf, dataBuf...) } } else { if buf, err = compressionCodec(page.CompressType).uncompress(page.RawData); err != nil { return 0, 0, err } } bytesReader = bytes.NewReader(buf) switch pageType { case parquet.PageType_DICTIONARY_PAGE: table := new(table) table.Path = page.Path page.DataTable = table return 0, 0, nil case parquet.PageType_DATA_PAGE, parquet.PageType_DATA_PAGE_V2: var numValues uint64 if pageType == parquet.PageType_DATA_PAGE { numValues = uint64(page.Header.DataPageHeader.GetNumValues()) } else { numValues = uint64(page.Header.DataPageHeaderV2.GetNumValues()) } maxDefinitionLevel := getMaxDefLevel(columnNameIndexMap, schemaElements, page.Path) maxRepetitionLevel := getMaxRepLevel(columnNameIndexMap, schemaElements, page.Path) var repetitionLevels []int64 if maxRepetitionLevel > 0 { values, _, err := readDataPageValues(bytesReader, parquet.Encoding_RLE, parquet.Type_INT64, -1, numValues, getBitWidth(uint64(maxRepetitionLevel))) if err != nil { return 0, 0, err } if repetitionLevels = values.([]int64); uint64(len(repetitionLevels)) > numValues { repetitionLevels = repetitionLevels[:numValues] } } else { repetitionLevels = make([]int64, numValues) } var definitionLevels []int64 if maxDefinitionLevel > 0 { values, _, err := readDataPageValues(bytesReader, parquet.Encoding_RLE, parquet.Type_INT64, -1, numValues, getBitWidth(uint64(maxDefinitionLevel))) if err != nil { return 0, 0, err } if definitionLevels = values.([]int64); uint64(len(definitionLevels)) > numValues { definitionLevels = definitionLevels[:numValues] } } else { definitionLevels = make([]int64, numValues) } table := new(table) table.Path = page.Path name := strings.Join(page.Path, ".") table.RepetitionType = schemaElements[columnNameIndexMap[name]].GetRepetitionType() table.MaxRepetitionLevel = int32(maxRepetitionLevel) table.MaxDefinitionLevel = int32(maxDefinitionLevel) table.Values = make([]interface{}, len(definitionLevels)) table.RepetitionLevels = make([]int32, len(definitionLevels)) table.DefinitionLevels = make([]int32, len(definitionLevels)) numRows := int64(0) for i := 0; i < len(definitionLevels); i++ { table.RepetitionLevels[i] = int32(repetitionLevels[i]) table.DefinitionLevels[i] = int32(definitionLevels[i]) if table.RepetitionLevels[i] == 0 { numRows++ } } page.DataTable = table page.RawData = buf[len(buf)-bytesReader.Len():] return int64(numValues), numRows, nil } return 0, 0, fmt.Errorf("Unsupported page type %v", pageType) } func (page *page) getValueFromRawData(columnNameIndexMap map[string]int, schemaElements []*parquet.SchemaElement) (err error) { pageType := page.Header.GetType() switch pageType { case parquet.PageType_DICTIONARY_PAGE: bytesReader := bytes.NewReader(page.RawData) var values interface{} values, err = readValues(bytesReader, page.DataType, uint64(page.Header.DictionaryPageHeader.GetNumValues()), 0) if err != nil { return err } page.DataTable.Values = getTableValues(values, page.DataType) return nil case parquet.PageType_DATA_PAGE_V2: if page.RawData, err = compressionCodec(page.CompressType).uncompress(page.RawData); err != nil { return err } fallthrough case parquet.PageType_DATA_PAGE: encodingType := page.Header.DataPageHeader.GetEncoding() bytesReader := bytes.NewReader(page.RawData) var numNulls uint64 for i := 0; i < len(page.DataTable.DefinitionLevels); i++ { if page.DataTable.DefinitionLevels[i] != page.DataTable.MaxDefinitionLevel { numNulls++ } } name := strings.Join(page.DataTable.Path, ".") var convertedType parquet.ConvertedType = -1 if schemaElements[columnNameIndexMap[name]].IsSetConvertedType() { convertedType = schemaElements[columnNameIndexMap[name]].GetConvertedType() } values, _, err := readDataPageValues(bytesReader, encodingType, page.DataType, convertedType, uint64(len(page.DataTable.DefinitionLevels))-numNulls, uint64(schemaElements[columnNameIndexMap[name]].GetTypeLength())) if err != nil { return err } tableValues := getTableValues(values, page.DataType) j := 0 for i := 0; i < len(page.DataTable.DefinitionLevels); i++ { if page.DataTable.DefinitionLevels[i] == page.DataTable.MaxDefinitionLevel { page.DataTable.Values[i] = tableValues[j] j++ } } page.RawData = []byte{} return nil } return fmt.Errorf("unsupported page type %v", pageType) } func (page *page) toDataPage(compressType parquet.CompressionCodec) []byte { values := []interface{}{} for i := range page.DataTable.DefinitionLevels { if page.DataTable.DefinitionLevels[i] == page.DataTable.MaxDefinitionLevel { values = append(values, page.DataTable.Values[i]) } } valuesBytes := encodeValues(interfacesToValues(values, page.DataTable.Type), page.DataType, page.DataTable.Encoding, page.DataTable.BitWidth) var defLevelBytes []byte if page.DataTable.MaxDefinitionLevel > 0 { defLevels := make([]int64, len(page.DataTable.DefinitionLevels)) for i := range page.DataTable.DefinitionLevels { defLevels[i] = int64(page.DataTable.DefinitionLevels[i]) } defLevelBytes = valuesToRLEBitPackedHybridBytes( defLevels, int32(getBitWidth(uint64(page.DataTable.MaxDefinitionLevel))), parquet.Type_INT64, ) } var repLevelBytes []byte if page.DataTable.MaxRepetitionLevel > 0 { repLevels := make([]int64, len(page.DataTable.DefinitionLevels)) for i := range page.DataTable.DefinitionLevels { repLevels[i] = int64(page.DataTable.RepetitionLevels[i]) } repLevelBytes = valuesToRLEBitPackedHybridBytes( repLevels, int32(getBitWidth(uint64(page.DataTable.MaxRepetitionLevel))), parquet.Type_INT64, ) } data := repLevelBytes data = append(data, defLevelBytes...) data = append(data, valuesBytes...) compressedData, err := compressionCodec(compressType).compress(data) if err != nil { panic(err) } page.Header = parquet.NewPageHeader() page.Header.Type = parquet.PageType_DATA_PAGE page.Header.CompressedPageSize = int32(len(compressedData)) page.Header.UncompressedPageSize = int32(len(data)) page.Header.DataPageHeader = parquet.NewDataPageHeader() page.Header.DataPageHeader.NumValues = int32(len(page.DataTable.DefinitionLevels)) page.Header.DataPageHeader.DefinitionLevelEncoding = parquet.Encoding_RLE page.Header.DataPageHeader.RepetitionLevelEncoding = parquet.Encoding_RLE page.Header.DataPageHeader.Encoding = page.DataTable.Encoding page.Header.DataPageHeader.Statistics = parquet.NewStatistics() if page.MaxVal != nil { tmpBuf := valueToBytes(page.MaxVal, page.DataType) if page.DataType == parquet.Type_BYTE_ARRAY { switch page.DataTable.ConvertedType { case parquet.ConvertedType_UTF8, parquet.ConvertedType_DECIMAL: tmpBuf = tmpBuf[4:] } } page.Header.DataPageHeader.Statistics.Max = tmpBuf } if page.MinVal != nil { tmpBuf := valueToBytes(page.MinVal, page.DataType) if page.DataType == parquet.Type_BYTE_ARRAY { switch page.DataTable.ConvertedType { case parquet.ConvertedType_UTF8, parquet.ConvertedType_DECIMAL: tmpBuf = tmpBuf[4:] } } page.Header.DataPageHeader.Statistics.Min = tmpBuf } ts := thrift.NewTSerializer() ts.Protocol = thrift.NewTCompactProtocolFactory().GetProtocol(ts.Transport) pageHeaderBytes, err := ts.Write(context.TODO(), page.Header) if err != nil { panic(err) } page.RawData = append(pageHeaderBytes, compressedData...) return page.RawData } func (page *page) toDataPageV2(compressType parquet.CompressionCodec) []byte { values := []interface{}{} for i := range page.DataTable.DefinitionLevels { if page.DataTable.DefinitionLevels[i] == page.DataTable.MaxDefinitionLevel { values = append(values, page.DataTable.Values[i]) } } valuesBytes := encodeValues(values, page.DataType, page.DataTable.Encoding, page.DataTable.BitWidth) var defLevelBytes []byte if page.DataTable.MaxDefinitionLevel > 0 { defLevels := make([]int64, len(page.DataTable.DefinitionLevels)) for i := range page.DataTable.DefinitionLevels { defLevels[i] = int64(page.DataTable.DefinitionLevels[i]) } defLevelBytes = valuesToRLEBytes( defLevels, int32(getBitWidth(uint64(page.DataTable.MaxDefinitionLevel))), parquet.Type_INT64, ) } var repLevelBytes []byte numRows := int32(0) if page.DataTable.MaxRepetitionLevel > 0 { repLevels := make([]int64, len(page.DataTable.DefinitionLevels)) for i := range page.DataTable.DefinitionLevels { repLevels[i] = int64(page.DataTable.RepetitionLevels[i]) if page.DataTable.RepetitionLevels[i] == 0 { numRows++ } } repLevelBytes = valuesToRLEBytes( repLevels, int32(getBitWidth(uint64(page.DataTable.MaxRepetitionLevel))), parquet.Type_INT64, ) } compressedData, err := compressionCodec(compressType).compress(valuesBytes) if err != nil { panic(err) } page.Header = parquet.NewPageHeader() page.Header.Type = parquet.PageType_DATA_PAGE_V2 page.Header.CompressedPageSize = int32(len(compressedData) + len(defLevelBytes) + len(repLevelBytes)) page.Header.UncompressedPageSize = int32(len(valuesBytes) + len(defLevelBytes) + len(repLevelBytes)) page.Header.DataPageHeaderV2 = parquet.NewDataPageHeaderV2() page.Header.DataPageHeaderV2.NumValues = int32(len(page.DataTable.Values)) page.Header.DataPageHeaderV2.NumNulls = page.Header.DataPageHeaderV2.NumValues - int32(len(values)) page.Header.DataPageHeaderV2.NumRows = numRows page.Header.DataPageHeaderV2.Encoding = page.DataTable.Encoding page.Header.DataPageHeaderV2.DefinitionLevelsByteLength = int32(len(defLevelBytes)) page.Header.DataPageHeaderV2.RepetitionLevelsByteLength = int32(len(repLevelBytes)) page.Header.DataPageHeaderV2.IsCompressed = true page.Header.DataPageHeaderV2.Statistics = parquet.NewStatistics() if page.MaxVal != nil { tmpBuf := valueToBytes(page.MaxVal, page.DataType) if page.DataType == parquet.Type_BYTE_ARRAY { switch page.DataTable.ConvertedType { case parquet.ConvertedType_UTF8, parquet.ConvertedType_DECIMAL: tmpBuf = tmpBuf[4:] } } page.Header.DataPageHeaderV2.Statistics.Max = tmpBuf } if page.MinVal != nil { tmpBuf := valueToBytes(page.MinVal, page.DataType) if page.DataType == parquet.Type_BYTE_ARRAY { switch page.DataTable.ConvertedType { case parquet.ConvertedType_UTF8, parquet.ConvertedType_DECIMAL: tmpBuf = tmpBuf[4:] } } page.Header.DataPageHeaderV2.Statistics.Min = tmpBuf } ts := thrift.NewTSerializer() ts.Protocol = thrift.NewTCompactProtocolFactory().GetProtocol(ts.Transport) pageHeaderBytes, err := ts.Write(context.TODO(), page.Header) if err != nil { panic(err) } page.RawData = append(pageHeaderBytes, repLevelBytes...) page.RawData = append(page.RawData, defLevelBytes...) page.RawData = append(page.RawData, compressedData...) return page.RawData } func (page *page) toDictPage(compressType parquet.CompressionCodec, dataType parquet.Type) []byte { valuesBytes := valuesToBytes(page.DataTable.Values, dataType) compressedData, err := compressionCodec(compressType).compress(valuesBytes) if err != nil { panic(err) } page.Header = parquet.NewPageHeader() page.Header.Type = parquet.PageType_DICTIONARY_PAGE page.Header.CompressedPageSize = int32(len(compressedData)) page.Header.UncompressedPageSize = int32(len(valuesBytes)) page.Header.DictionaryPageHeader = parquet.NewDictionaryPageHeader() page.Header.DictionaryPageHeader.NumValues = int32(len(page.DataTable.Values)) page.Header.DictionaryPageHeader.Encoding = parquet.Encoding_PLAIN ts := thrift.NewTSerializer() ts.Protocol = thrift.NewTCompactProtocolFactory().GetProtocol(ts.Transport) pageHeaderBytes, err := ts.Write(context.TODO(), page.Header) if err != nil { panic(err) } page.RawData = append(pageHeaderBytes, compressedData...) return page.RawData } func (page *page) toDictDataPage(compressType parquet.CompressionCodec, bitWidth int32) []byte { valuesBytes := append([]byte{byte(bitWidth)}, valuesToRLEBytes(page.DataTable.Values, bitWidth, parquet.Type_INT32)...) var defLevelBytes []byte if page.DataTable.MaxDefinitionLevel > 0 { defLevels := make([]int64, len(page.DataTable.DefinitionLevels)) for i := range page.DataTable.DefinitionLevels { defLevels[i] = int64(page.DataTable.DefinitionLevels[i]) } defLevelBytes = valuesToRLEBitPackedHybridBytes( defLevels, int32(getBitWidth(uint64(page.DataTable.MaxDefinitionLevel))), parquet.Type_INT64, ) } var repLevelBytes []byte if page.DataTable.MaxRepetitionLevel > 0 { repLevels := make([]int64, len(page.DataTable.DefinitionLevels)) for i := range page.DataTable.DefinitionLevels { repLevels[i] = int64(page.DataTable.RepetitionLevels[i]) } repLevelBytes = valuesToRLEBitPackedHybridBytes( repLevels, int32(getBitWidth(uint64(page.DataTable.MaxRepetitionLevel))), parquet.Type_INT64, ) } data := append(repLevelBytes, defLevelBytes...) data = append(data, valuesBytes...) compressedData, err := compressionCodec(compressType).compress(data) if err != nil { panic(err) } page.Header = parquet.NewPageHeader() page.Header.Type = parquet.PageType_DATA_PAGE page.Header.CompressedPageSize = int32(len(compressedData)) page.Header.UncompressedPageSize = int32(len(data)) page.Header.DataPageHeader = parquet.NewDataPageHeader() page.Header.DataPageHeader.NumValues = int32(len(page.DataTable.DefinitionLevels)) page.Header.DataPageHeader.DefinitionLevelEncoding = parquet.Encoding_RLE page.Header.DataPageHeader.RepetitionLevelEncoding = parquet.Encoding_RLE page.Header.DataPageHeader.Encoding = parquet.Encoding_PLAIN_DICTIONARY ts := thrift.NewTSerializer() ts.Protocol = thrift.NewTCompactProtocolFactory().GetProtocol(ts.Transport) pageHeaderBytes, err := ts.Write(context.TODO(), page.Header) if err != nil { panic(err) } page.RawData = append(pageHeaderBytes, compressedData...) return page.RawData }