public PageReader readAllPages() throws IOException { List<DataPage> pages = new ArrayList<>(); DictionaryPage dictionaryPage = null; long valueCount = 0; while (valueCount < descriptor.getColumnChunkMetaData().getValueCount()) { PageHeader pageHeader = readPageHeader(); int uncompressedPageSize = pageHeader.getUncompressed_page_size(); int compressedPageSize = pageHeader.getCompressed_page_size(); switch (pageHeader.type) { case DICTIONARY_PAGE: if (dictionaryPage != null) { throw new ParquetCorruptionException("%s has more than one dictionary page in column chunk", descriptor.getColumnDescriptor()); } dictionaryPage = readDictionaryPage(pageHeader, uncompressedPageSize, compressedPageSize); break; case DATA_PAGE: valueCount += readDataPageV1(pageHeader, uncompressedPageSize, compressedPageSize, pages); break; case DATA_PAGE_V2: valueCount += readDataPageV2(pageHeader, uncompressedPageSize, compressedPageSize, pages); break; default: skip(compressedPageSize); break; } } return new PageReader(descriptor.getColumnChunkMetaData().getCodec(), pages, dictionaryPage); }
private boolean isAllNulls(ColumnChunkMetaData column) { return column.getStatistics().getNumNulls() == column.getValueCount(); }
private static void showDetails(PrettyPrintWriter out, ColumnChunkMetaData meta, boolean name) { long doff = meta.getDictionaryPageOffset(); long foff = meta.getFirstDataPageOffset(); long tsize = meta.getTotalSize(); long usize = meta.getTotalUncompressedSize(); long count = meta.getValueCount(); double ratio = usize / (double)tsize; String encodings = Joiner.on(',').skipNulls().join(meta.getEncodings()); if (name) { String path = Joiner.on('.').skipNulls().join(meta.getPath()); out.format("%s: ", path); } out.format(" %s", meta.getType()); out.format(" %s", meta.getCodec()); out.format(" DO:%d", doff); out.format(" FPO:%d", foff); out.format(" SZ:%d/%d/%.2f", tsize, usize, ratio); out.format(" VC:%d", count); if (!encodings.isEmpty()) out.format(" ENC:%s", encodings); out.println(); }
private void addRowGroup(ParquetMetadata parquetMetadata, List<RowGroup> rowGroups, BlockMetaData block) { //rowGroup.total_byte_size = ; List<ColumnChunkMetaData> columns = block.getColumns(); List<ColumnChunk> parquetColumns = new ArrayList<ColumnChunk>(); for (ColumnChunkMetaData columnMetaData : columns) { ColumnChunk columnChunk = new ColumnChunk(columnMetaData.getFirstDataPageOffset()); // verify this is the right offset columnChunk.file_path = block.getPath(); // they are in the same file for now columnChunk.meta_data = new parquet.format.ColumnMetaData( getType(columnMetaData.getType()), toFormatEncodings(columnMetaData.getEncodings()), Arrays.asList(columnMetaData.getPath().toArray()), columnMetaData.getCodec().getParquetCompressionCodec(), columnMetaData.getValueCount(), columnMetaData.getTotalUncompressedSize(), columnMetaData.getTotalSize(), columnMetaData.getFirstDataPageOffset()); columnChunk.meta_data.dictionary_page_offset = columnMetaData.getDictionaryPageOffset(); if (!columnMetaData.getStatistics().isEmpty()) { columnChunk.meta_data.setStatistics(toParquetStatistics(columnMetaData.getStatistics())); } // columnChunk.meta_data.index_page_offset = ; // columnChunk.meta_data.key_value_metadata = ; // nothing yet parquetColumns.add(columnChunk); } RowGroup rowGroup = new RowGroup(parquetColumns, block.getTotalByteSize(), block.getRowCount()); rowGroups.add(rowGroup); }
DictionaryPage dictionaryPage = null; long valueCount = 0; while (valueCount < descriptor.getColumnChunkMetaData().getValueCount()) { PageHeader pageHeader = readPageHeader(); int uncompressedPageSize = pageHeader.getUncompressed_page_size();
private static void add(ParquetMetadata footer) { for (BlockMetaData blockMetaData : footer.getBlocks()) { ++ blockCount; MessageType schema = footer.getFileMetaData().getSchema(); recordCount += blockMetaData.getRowCount(); List<ColumnChunkMetaData> columns = blockMetaData.getColumns(); for (ColumnChunkMetaData columnMetaData : columns) { ColumnDescriptor desc = schema.getColumnDescription(columnMetaData.getPath().toArray()); add( desc, columnMetaData.getValueCount(), columnMetaData.getTotalSize(), columnMetaData.getTotalUncompressedSize(), columnMetaData.getEncodings(), columnMetaData.getStatistics()); } } }
DictionaryPage dictionaryPage = null; long valuesCountReadSoFar = 0; while (valuesCountReadSoFar < descriptor.metadata.getValueCount()) { PageHeader pageHeader = readPageHeader(); int uncompressedPageSize = pageHeader.getUncompressed_page_size(); if (valuesCountReadSoFar != descriptor.metadata.getValueCount()) { "Expected " + descriptor.metadata.getValueCount() + " values in column chunk at " + filePath + " offset " + descriptor.metadata.getFirstDataPageOffset() + " but got " + valuesCountReadSoFar + " values instead over " + pagesInChunk.size()