Examples with CodecFactory org.apache.parquet.hadoop.CodecFactory used on opensource projects

Example 1 with CodecFactory

use of org.apache.parquet.hadoop.CodecFactory in project parquet-mr by apache.

the class ColumnMasker method nullifyColumn.

private void nullifyColumn(ColumnDescriptor descriptor, ColumnChunkMetaData chunk, ColumnReadStoreImpl crStore, ParquetFileWriter writer, MessageType schema) throws IOException {
    long totalChunkValues = chunk.getValueCount();
    int dMax = descriptor.getMaxDefinitionLevel();
    ColumnReader cReader = crStore.getColumnReader(descriptor);
    WriterVersion writerVersion = chunk.getEncodingStats().usesV2Pages() ? WriterVersion.PARQUET_2_0 : WriterVersion.PARQUET_1_0;
    ParquetProperties props = ParquetProperties.builder().withWriterVersion(writerVersion).build();
    CodecFactory codecFactory = new CodecFactory(new Configuration(), props.getPageSizeThreshold());
    CodecFactory.BytesCompressor compressor = codecFactory.getCompressor(chunk.getCodec());
    // Create new schema that only has the current column
    MessageType newSchema = newSchema(schema, descriptor);
    ColumnChunkPageWriteStore cPageStore = new ColumnChunkPageWriteStore(compressor, newSchema, props.getAllocator(), props.getColumnIndexTruncateLength());
    ColumnWriteStore cStore = props.newColumnWriteStore(newSchema, cPageStore);
    ColumnWriter cWriter = cStore.getColumnWriter(descriptor);
    for (int i = 0; i < totalChunkValues; i++) {
        int rlvl = cReader.getCurrentRepetitionLevel();
        int dlvl = cReader.getCurrentDefinitionLevel();
        if (dlvl == dMax) {
            // since we checked ether optional or repeated, dlvl should be > 0
            if (dlvl == 0) {
                throw new IOException("definition level is detected to be 0 for column " + chunk.getPath().toDotString() + " to be nullified");
            }
            // we just write one null for the whole list at the top level, instead of nullify the elements in the list one by one
            if (rlvl == 0) {
                cWriter.writeNull(rlvl, dlvl - 1);
            }
        } else {
            cWriter.writeNull(rlvl, dlvl);
        }
        cStore.endRecord();
    }
    cStore.flush();
    cPageStore.flushToFileWriter(writer);
    cStore.close();
    cWriter.close();
}