Examples with LongWritable org.apache.hadoop.io.LongWritable used on opensource projects

Example 76 with LongWritable

use of org.apache.hadoop.io.LongWritable in project incubator-systemml by apache.

the class FrameReaderTextCell method readTextCellFrameFromInputSplit.

protected static void readTextCellFrameFromInputSplit(InputSplit split, TextInputFormat informat, JobConf job, FrameBlock dest) throws IOException {
    ValueType[] schema = dest.getSchema();
    int rlen = dest.getNumRows();
    int clen = dest.getNumColumns();
    // create record reader
    RecordReader<LongWritable, Text> reader = informat.getRecordReader(split, job, Reporter.NULL);
    LongWritable key = new LongWritable();
    Text value = new Text();
    FastStringTokenizer st = new FastStringTokenizer(' ');
    int row = -1;
    int col = -1;
    try {
        while (reader.next(key, value)) {
            // reinit tokenizer
            st.reset(value.toString());
            row = st.nextInt() - 1;
            col = st.nextInt() - 1;
            if (row == -3)
                dest.getColumnMetadata(col).setMvValue(st.nextToken());
            else if (row == -2)
                dest.getColumnMetadata(col).setNumDistinct(st.nextLong());
            else
                dest.set(row, col, UtilFunctions.stringToObject(schema[col], st.nextToken()));
        }
    } catch (Exception ex) {
        // post-mortem error handling and bounds checking
        if (row < 0 || row + 1 > rlen || col < 0 || col + 1 > clen) {
            throw new IOException("Frame cell [" + (row + 1) + "," + (col + 1) + "] " + "out of overall frame range [1:" + rlen + ",1:" + clen + "].");
        } else {
            throw new IOException("Unable to read frame in text cell format.", ex);
        }
    } finally {
        IOUtilFunctions.closeSilently(reader);
    }
}

Example 77 with LongWritable

use of org.apache.hadoop.io.LongWritable in project incubator-systemml by apache.

the class RemoveEmptyRows method execute.

@Override
public void execute() {
    Matrix mat = (Matrix) this.getFunctionInput(0);
    String fnameOld = mat.getFilePath();
    // old,new rowID
    HashMap<Long, Long> keyMap = new HashMap<>();
    try {
        // prepare input
        JobConf job = new JobConf(ConfigurationManager.getCachedJobConf());
        Path path = new Path(fnameOld);
        FileSystem fs = IOUtilFunctions.getFileSystem(path, job);
        if (!fs.exists(path))
            throw new IOException("File " + fnameOld + " does not exist on HDFS.");
        FileInputFormat.addInputPath(job, path);
        TextInputFormat informat = new TextInputFormat();
        informat.configure(job);
        // prepare output
        String fnameNew = createOutputFilePathAndName(OUTPUT_FILE);
        DataOutputStream ostream = MapReduceTool.getHDFSDataOutputStream(fnameNew, true);
        // read and write if necessary
        InputSplit[] splits = informat.getSplits(job, 1);
        LongWritable key = new LongWritable();
        Text value = new Text();
        long ID = 1;
        try {
            // for obj reuse and preventing repeated buffer re-allocations
            StringBuilder sb = new StringBuilder();
            for (InputSplit split : splits) {
                RecordReader<LongWritable, Text> reader = informat.getRecordReader(split, job, Reporter.NULL);
                try {
                    while (reader.next(key, value)) {
                        String cellStr = value.toString().trim();
                        StringTokenizer st = new StringTokenizer(cellStr, " ");
                        long row = Integer.parseInt(st.nextToken());
                        long col = Integer.parseInt(st.nextToken());
                        double lvalue = Double.parseDouble(st.nextToken());
                        if (!keyMap.containsKey(row))
                            keyMap.put(row, ID++);
                        long rowNew = keyMap.get(row);
                        sb.append(rowNew);
                        sb.append(' ');
                        sb.append(col);
                        sb.append(' ');
                        sb.append(lvalue);
                        sb.append('\n');
                        ostream.writeBytes(sb.toString());
                        sb.setLength(0);
                    }
                } finally {
                    if (reader != null)
                        reader.close();
                }
            }
            _ret = new Matrix(fnameNew, keyMap.size(), mat.getNumCols(), ValueType.Double);
        } finally {
            if (ostream != null)
                ostream.close();
        }
    } catch (Exception ex) {
        throw new RuntimeException("Unable to execute external function.", ex);
    }
}

Example 78 with LongWritable

use of org.apache.hadoop.io.LongWritable in project hive by apache.

the class TestObjectInspectorConverters method testObjectInspectorConverters.

public void testObjectInspectorConverters() throws Throwable {
    try {
        // Boolean
        Converter booleanConverter = ObjectInspectorConverters.getConverter(PrimitiveObjectInspectorFactory.javaIntObjectInspector, PrimitiveObjectInspectorFactory.writableBooleanObjectInspector);
        assertEquals("BooleanConverter", new BooleanWritable(false), booleanConverter.convert(Integer.valueOf(0)));
        assertEquals("BooleanConverter", new BooleanWritable(true), booleanConverter.convert(Integer.valueOf(1)));
        assertEquals("BooleanConverter", null, booleanConverter.convert(null));
        // Byte
        Converter byteConverter = ObjectInspectorConverters.getConverter(PrimitiveObjectInspectorFactory.javaIntObjectInspector, PrimitiveObjectInspectorFactory.writableByteObjectInspector);
        assertEquals("ByteConverter", new ByteWritable((byte) 0), byteConverter.convert(Integer.valueOf(0)));
        assertEquals("ByteConverter", new ByteWritable((byte) 1), byteConverter.convert(Integer.valueOf(1)));
        assertEquals("ByteConverter", null, byteConverter.convert(null));
        // Short
        Converter shortConverter = ObjectInspectorConverters.getConverter(PrimitiveObjectInspectorFactory.javaIntObjectInspector, PrimitiveObjectInspectorFactory.writableShortObjectInspector);
        assertEquals("ShortConverter", new ShortWritable((short) 0), shortConverter.convert(Integer.valueOf(0)));
        assertEquals("ShortConverter", new ShortWritable((short) 1), shortConverter.convert(Integer.valueOf(1)));
        assertEquals("ShortConverter", null, shortConverter.convert(null));
        // Int
        Converter intConverter = ObjectInspectorConverters.getConverter(PrimitiveObjectInspectorFactory.javaIntObjectInspector, PrimitiveObjectInspectorFactory.writableIntObjectInspector);
        assertEquals("IntConverter", new IntWritable(0), intConverter.convert(Integer.valueOf(0)));
        assertEquals("IntConverter", new IntWritable(1), intConverter.convert(Integer.valueOf(1)));
        assertEquals("IntConverter", null, intConverter.convert(null));
        // Long
        Converter longConverter = ObjectInspectorConverters.getConverter(PrimitiveObjectInspectorFactory.javaIntObjectInspector, PrimitiveObjectInspectorFactory.writableLongObjectInspector);
        assertEquals("LongConverter", new LongWritable(0), longConverter.convert(Integer.valueOf(0)));
        assertEquals("LongConverter", new LongWritable(1), longConverter.convert(Integer.valueOf(1)));
        assertEquals("LongConverter", null, longConverter.convert(null));
        // Float
        Converter floatConverter = ObjectInspectorConverters.getConverter(PrimitiveObjectInspectorFactory.javaIntObjectInspector, PrimitiveObjectInspectorFactory.writableFloatObjectInspector);
        assertEquals("LongConverter", new FloatWritable(0), floatConverter.convert(Integer.valueOf(0)));
        assertEquals("LongConverter", new FloatWritable(1), floatConverter.convert(Integer.valueOf(1)));
        assertEquals("LongConverter", null, floatConverter.convert(null));
        // Double
        Converter doubleConverter = ObjectInspectorConverters.getConverter(PrimitiveObjectInspectorFactory.javaIntObjectInspector, PrimitiveObjectInspectorFactory.writableDoubleObjectInspector);
        assertEquals("DoubleConverter", new DoubleWritable(0), doubleConverter.convert(Integer.valueOf(0)));
        assertEquals("DoubleConverter", new DoubleWritable(1), doubleConverter.convert(Integer.valueOf(1)));
        assertEquals("DoubleConverter", null, doubleConverter.convert(null));
        // Char
        Converter charConverter = ObjectInspectorConverters.getConverter(PrimitiveObjectInspectorFactory.javaBooleanObjectInspector, PrimitiveObjectInspectorFactory.javaHiveCharObjectInspector);
        assertEquals("CharConverter", new HiveChar("TRUE", -1), charConverter.convert(Boolean.valueOf(true)));
        assertEquals("CharConverter", new HiveChar("FALSE", -1), charConverter.convert(Boolean.valueOf(false)));
        charConverter = ObjectInspectorConverters.getConverter(PrimitiveObjectInspectorFactory.javaBooleanObjectInspector, PrimitiveObjectInspectorFactory.writableHiveCharObjectInspector);
        assertEquals("CharConverter", new HiveCharWritable(new HiveChar("TRUE", -1)), charConverter.convert(Boolean.valueOf(true)));
        assertEquals("CharConverter", new HiveCharWritable(new HiveChar("FALSE", -1)), charConverter.convert(Boolean.valueOf(false)));
        charConverter = ObjectInspectorConverters.getConverter(PrimitiveObjectInspectorFactory.javaIntObjectInspector, PrimitiveObjectInspectorFactory.javaHiveCharObjectInspector);
        assertEquals("CharConverter", new HiveChar("0", -1), charConverter.convert(Integer.valueOf(0)));
        assertEquals("CharConverter", new HiveChar("1", -1), charConverter.convert(Integer.valueOf(1)));
        charConverter = ObjectInspectorConverters.getConverter(PrimitiveObjectInspectorFactory.javaIntObjectInspector, PrimitiveObjectInspectorFactory.writableHiveCharObjectInspector);
        assertEquals("CharConverter", new HiveCharWritable(new HiveChar("0", -1)), charConverter.convert(Integer.valueOf(0)));
        assertEquals("CharConverter", new HiveCharWritable(new HiveChar("1", -1)), charConverter.convert(Integer.valueOf(1)));
        charConverter = ObjectInspectorConverters.getConverter(PrimitiveObjectInspectorFactory.javaStringObjectInspector, PrimitiveObjectInspectorFactory.javaHiveCharObjectInspector);
        assertEquals("CharConverter", new HiveChar("hive", -1), charConverter.convert(String.valueOf("hive")));
        charConverter = ObjectInspectorConverters.getConverter(PrimitiveObjectInspectorFactory.javaStringObjectInspector, PrimitiveObjectInspectorFactory.writableHiveCharObjectInspector);
        assertEquals("CharConverter", new HiveCharWritable(new HiveChar("hive", -1)), charConverter.convert(String.valueOf("hive")));
        // VarChar
        Converter varcharConverter = ObjectInspectorConverters.getConverter(PrimitiveObjectInspectorFactory.javaBooleanObjectInspector, PrimitiveObjectInspectorFactory.javaHiveVarcharObjectInspector);
        assertEquals("VarCharConverter", new HiveVarchar("TRUE", -1), varcharConverter.convert(Boolean.valueOf(true)));
        assertEquals("VarCharConverter", new HiveVarchar("FALSE", -1), varcharConverter.convert(Boolean.valueOf(false)));
        varcharConverter = ObjectInspectorConverters.getConverter(PrimitiveObjectInspectorFactory.javaBooleanObjectInspector, PrimitiveObjectInspectorFactory.writableHiveVarcharObjectInspector);
        assertEquals("VarCharConverter", new HiveVarcharWritable(new HiveVarchar("TRUE", -1)), varcharConverter.convert(Boolean.valueOf(true)));
        assertEquals("VarCharConverter", new HiveVarcharWritable(new HiveVarchar("FALSE", -1)), varcharConverter.convert(Boolean.valueOf(false)));
        varcharConverter = ObjectInspectorConverters.getConverter(PrimitiveObjectInspectorFactory.javaIntObjectInspector, PrimitiveObjectInspectorFactory.javaHiveVarcharObjectInspector);
        assertEquals("VarCharConverter", new HiveVarchar("0", -1), varcharConverter.convert(Integer.valueOf(0)));
        assertEquals("VarCharConverter", new HiveVarchar("1", -1), varcharConverter.convert(Integer.valueOf(1)));
        varcharConverter = ObjectInspectorConverters.getConverter(PrimitiveObjectInspectorFactory.javaIntObjectInspector, PrimitiveObjectInspectorFactory.writableHiveVarcharObjectInspector);
        assertEquals("VarCharConverter", new HiveVarcharWritable(new HiveVarchar("0", -1)), varcharConverter.convert(Integer.valueOf(0)));
        assertEquals("VarCharConverter", new HiveVarcharWritable(new HiveVarchar("1", -1)), varcharConverter.convert(Integer.valueOf(1)));
        varcharConverter = ObjectInspectorConverters.getConverter(PrimitiveObjectInspectorFactory.javaStringObjectInspector, PrimitiveObjectInspectorFactory.javaHiveVarcharObjectInspector);
        assertEquals("VarCharConverter", new HiveVarchar("hive", -1), varcharConverter.convert(String.valueOf("hive")));
        varcharConverter = ObjectInspectorConverters.getConverter(PrimitiveObjectInspectorFactory.javaStringObjectInspector, PrimitiveObjectInspectorFactory.writableHiveVarcharObjectInspector);
        assertEquals("VarCharConverter", new HiveVarcharWritable(new HiveVarchar("hive", -1)), varcharConverter.convert(String.valueOf("hive")));
        // Text
        Converter textConverter = ObjectInspectorConverters.getConverter(PrimitiveObjectInspectorFactory.javaIntObjectInspector, PrimitiveObjectInspectorFactory.writableStringObjectInspector);
        assertEquals("TextConverter", new Text("0"), textConverter.convert(Integer.valueOf(0)));
        assertEquals("TextConverter", new Text("1"), textConverter.convert(Integer.valueOf(1)));
        assertEquals("TextConverter", null, textConverter.convert(null));
        textConverter = ObjectInspectorConverters.getConverter(PrimitiveObjectInspectorFactory.writableBinaryObjectInspector, PrimitiveObjectInspectorFactory.writableStringObjectInspector);
        assertEquals("TextConverter", new Text("hive"), textConverter.convert(new BytesWritable(new byte[] { (byte) 'h', (byte) 'i', (byte) 'v', (byte) 'e' })));
        assertEquals("TextConverter", null, textConverter.convert(null));
        textConverter = ObjectInspectorConverters.getConverter(PrimitiveObjectInspectorFactory.writableStringObjectInspector, PrimitiveObjectInspectorFactory.writableStringObjectInspector);
        assertEquals("TextConverter", new Text("hive"), textConverter.convert(new Text("hive")));
        assertEquals("TextConverter", null, textConverter.convert(null));
        textConverter = ObjectInspectorConverters.getConverter(PrimitiveObjectInspectorFactory.javaStringObjectInspector, PrimitiveObjectInspectorFactory.writableStringObjectInspector);
        assertEquals("TextConverter", new Text("hive"), textConverter.convert(new String("hive")));
        assertEquals("TextConverter", null, textConverter.convert(null));
        textConverter = ObjectInspectorConverters.getConverter(PrimitiveObjectInspectorFactory.javaHiveDecimalObjectInspector, PrimitiveObjectInspectorFactory.writableStringObjectInspector);
        assertEquals("TextConverter", new Text("100.001"), textConverter.convert(HiveDecimal.create("100.001")));
        assertEquals("TextConverter", null, textConverter.convert(null));
        // Binary
        Converter baConverter = ObjectInspectorConverters.getConverter(PrimitiveObjectInspectorFactory.javaStringObjectInspector, PrimitiveObjectInspectorFactory.writableBinaryObjectInspector);
        assertEquals("BAConverter", new BytesWritable(new byte[] { (byte) 'h', (byte) 'i', (byte) 'v', (byte) 'e' }), baConverter.convert("hive"));
        assertEquals("BAConverter", null, baConverter.convert(null));
        baConverter = ObjectInspectorConverters.getConverter(PrimitiveObjectInspectorFactory.writableStringObjectInspector, PrimitiveObjectInspectorFactory.writableBinaryObjectInspector);
        assertEquals("BAConverter", new BytesWritable(new byte[] { (byte) 'h', (byte) 'i', (byte) 'v', (byte) 'e' }), baConverter.convert(new Text("hive")));
        assertEquals("BAConverter", null, baConverter.convert(null));
        // Union
        ArrayList<String> fieldNames = new ArrayList<String>();
        fieldNames.add("firstInteger");
        fieldNames.add("secondString");
        fieldNames.add("thirdBoolean");
        ArrayList<ObjectInspector> fieldObjectInspectors = new ArrayList<ObjectInspector>();
        fieldObjectInspectors.add(PrimitiveObjectInspectorFactory.javaIntObjectInspector);
        fieldObjectInspectors.add(PrimitiveObjectInspectorFactory.javaStringObjectInspector);
        fieldObjectInspectors.add(PrimitiveObjectInspectorFactory.javaBooleanObjectInspector);
        ArrayList<String> fieldNames2 = new ArrayList<String>();
        fieldNames2.add("firstString");
        fieldNames2.add("secondInteger");
        fieldNames2.add("thirdBoolean");
        ArrayList<ObjectInspector> fieldObjectInspectors2 = new ArrayList<ObjectInspector>();
        fieldObjectInspectors2.add(PrimitiveObjectInspectorFactory.javaStringObjectInspector);
        fieldObjectInspectors2.add(PrimitiveObjectInspectorFactory.javaIntObjectInspector);
        fieldObjectInspectors2.add(PrimitiveObjectInspectorFactory.javaBooleanObjectInspector);
        Converter unionConverter0 = ObjectInspectorConverters.getConverter(ObjectInspectorFactory.getStandardUnionObjectInspector(fieldObjectInspectors), ObjectInspectorFactory.getStandardUnionObjectInspector(fieldObjectInspectors2));
        Object convertedObject0 = unionConverter0.convert(new StandardUnion((byte) 0, 1));
        StandardUnion expectedObject0 = new StandardUnion();
        expectedObject0.setTag((byte) 0);
        expectedObject0.setObject("1");
        assertEquals(expectedObject0, convertedObject0);
        Converter unionConverter1 = ObjectInspectorConverters.getConverter(ObjectInspectorFactory.getStandardUnionObjectInspector(fieldObjectInspectors), ObjectInspectorFactory.getStandardUnionObjectInspector(fieldObjectInspectors2));
        Object convertedObject1 = unionConverter1.convert(new StandardUnion((byte) 1, "1"));
        StandardUnion expectedObject1 = new StandardUnion();
        expectedObject1.setTag((byte) 1);
        expectedObject1.setObject(1);
        assertEquals(expectedObject1, convertedObject1);
        Converter unionConverter2 = ObjectInspectorConverters.getConverter(ObjectInspectorFactory.getStandardUnionObjectInspector(fieldObjectInspectors), ObjectInspectorFactory.getStandardUnionObjectInspector(fieldObjectInspectors2));
        Object convertedObject2 = unionConverter2.convert(new StandardUnion((byte) 2, true));
        StandardUnion expectedObject2 = new StandardUnion();
        expectedObject2.setTag((byte) 2);
        expectedObject2.setObject(true);
        assertEquals(expectedObject2, convertedObject2);
        // Union (extra fields)
        ArrayList<String> fieldNamesExtra = new ArrayList<String>();
        fieldNamesExtra.add("firstInteger");
        fieldNamesExtra.add("secondString");
        fieldNamesExtra.add("thirdBoolean");
        ArrayList<ObjectInspector> fieldObjectInspectorsExtra = new ArrayList<ObjectInspector>();
        fieldObjectInspectorsExtra.add(PrimitiveObjectInspectorFactory.javaIntObjectInspector);
        fieldObjectInspectorsExtra.add(PrimitiveObjectInspectorFactory.javaStringObjectInspector);
        fieldObjectInspectorsExtra.add(PrimitiveObjectInspectorFactory.javaBooleanObjectInspector);
        ArrayList<String> fieldNamesExtra2 = new ArrayList<String>();
        fieldNamesExtra2.add("firstString");
        fieldNamesExtra2.add("secondInteger");
        ArrayList<ObjectInspector> fieldObjectInspectorsExtra2 = new ArrayList<ObjectInspector>();
        fieldObjectInspectorsExtra2.add(PrimitiveObjectInspectorFactory.javaStringObjectInspector);
        fieldObjectInspectorsExtra2.add(PrimitiveObjectInspectorFactory.javaIntObjectInspector);
        Converter unionConverterExtra = ObjectInspectorConverters.getConverter(ObjectInspectorFactory.getStandardUnionObjectInspector(fieldObjectInspectorsExtra), ObjectInspectorFactory.getStandardUnionObjectInspector(fieldObjectInspectorsExtra2));
        Object convertedObjectExtra = unionConverterExtra.convert(new StandardUnion((byte) 2, true));
        StandardUnion expectedObjectExtra = new StandardUnion();
        expectedObjectExtra.setTag((byte) -1);
        expectedObjectExtra.setObject(null);
        // we should get back null
        assertEquals(expectedObjectExtra, convertedObjectExtra);
    } catch (Throwable e) {
        e.printStackTrace();
        throw e;
    }
}

Example 79 with LongWritable

use of org.apache.hadoop.io.LongWritable in project systemml by apache.

the class ReblockSPInstruction method processFrameReblockInstruction.

@SuppressWarnings("unchecked")
protected void processFrameReblockInstruction(SparkExecutionContext sec, InputInfo iinfo) {
    FrameObject fo = sec.getFrameObject(input1.getName());
    MatrixCharacteristics mcOut = sec.getMatrixCharacteristics(output.getName());
    if (iinfo == InputInfo.TextCellInputInfo) {
        // get the input textcell rdd
        JavaPairRDD<LongWritable, Text> lines = (JavaPairRDD<LongWritable, Text>) sec.getRDDHandleForVariable(input1.getName(), iinfo);
        // convert textcell to binary block
        JavaPairRDD<Long, FrameBlock> out = FrameRDDConverterUtils.textCellToBinaryBlock(sec.getSparkContext(), lines, mcOut, fo.getSchema());
        // put output RDD handle into symbol table
        sec.setRDDHandleForVariable(output.getName(), out);
        sec.addLineageRDD(output.getName(), input1.getName());
    } else if (iinfo == InputInfo.CSVInputInfo) {
        // HACK ALERT: Until we introduces the rewrite to insert csvrblock for non-persistent read
        // throw new DMLRuntimeException("CSVInputInfo is not supported for ReblockSPInstruction");
        CSVReblockSPInstruction csvInstruction = null;
        boolean hasHeader = false;
        String delim = ",";
        boolean fill = false;
        double fillValue = 0;
        if (fo.getFileFormatProperties() instanceof CSVFileFormatProperties && fo.getFileFormatProperties() != null) {
            CSVFileFormatProperties props = (CSVFileFormatProperties) fo.getFileFormatProperties();
            hasHeader = props.hasHeader();
            delim = props.getDelim();
            fill = props.isFill();
            fillValue = props.getFillValue();
        }
        csvInstruction = new CSVReblockSPInstruction(null, input1, output, mcOut.getRowsPerBlock(), mcOut.getColsPerBlock(), hasHeader, delim, fill, fillValue, "csvrblk", instString);
        csvInstruction.processInstruction(sec);
    } else {
        throw new DMLRuntimeException("The given InputInfo is not implemented " + "for ReblockSPInstruction: " + InputInfo.inputInfoToString(iinfo));
    }
}

Example 80 with LongWritable

use of org.apache.hadoop.io.LongWritable in project systemml by apache.

the class WriteSPInstruction method processFrameWriteInstruction.

@SuppressWarnings("unchecked")
protected void processFrameWriteInstruction(SparkExecutionContext sec, String fname, OutputInfo oi, ValueType[] schema) throws IOException {
    // get input rdd
    JavaPairRDD<Long, FrameBlock> in1 = (JavaPairRDD<Long, FrameBlock>) sec.getRDDHandleForVariable(input1.getName(), InputInfo.BinaryBlockInputInfo);
    MatrixCharacteristics mc = sec.getMatrixCharacteristics(input1.getName());
    if (oi == OutputInfo.TextCellOutputInfo) {
        JavaRDD<String> out = FrameRDDConverterUtils.binaryBlockToTextCell(in1, mc);
        customSaveTextFile(out, fname, false);
    } else if (oi == OutputInfo.CSVOutputInfo) {
        CSVFileFormatProperties props = (formatProperties != null) ? (CSVFileFormatProperties) formatProperties : null;
        JavaRDD<String> out = FrameRDDConverterUtils.binaryBlockToCsv(in1, mc, props, true);
        customSaveTextFile(out, fname, false);
    } else if (oi == OutputInfo.BinaryBlockOutputInfo) {
        JavaPairRDD<LongWritable, FrameBlock> out = in1.mapToPair(new LongFrameToLongWritableFrameFunction());
        out.saveAsHadoopFile(fname, LongWritable.class, FrameBlock.class, SequenceFileOutputFormat.class);
    } else {
        // unsupported formats: binarycell (not externalized)
        throw new DMLRuntimeException("Unexpected data format: " + OutputInfo.outputInfoToString(oi));
    }
    // write meta data file
    MapReduceTool.writeMetaDataFile(fname + ".mtd", input1.getValueType(), schema, DataType.FRAME, mc, oi, formatProperties);
}