Examples with LazyBinarySerDe org.apache.hadoop.hive.serde2.lazybinary.LazyBinarySerDe used on opensource projects

Example 1 with LazyBinarySerDe

use of org.apache.hadoop.hive.serde2.lazybinary.LazyBinarySerDe in project hive by apache.

the class TestLazyBinarySerDe method testLazyBinarySerDe.

/**
   * Test the LazyBinarySerDe.
   *
   * @param rows
   *          array of structs to be serialized
   * @param rowOI
   *          array of struct object inspectors
   * @param serde
   *          the serde
   * @throws Throwable
   */
private void testLazyBinarySerDe(Object[] rows, ObjectInspector rowOI, AbstractSerDe serde) throws Throwable {
    ObjectInspector serdeOI = serde.getObjectInspector();
    // Try to serialize
    BytesWritable[] bytes = new BytesWritable[rows.length];
    for (int i = 0; i < rows.length; i++) {
        BytesWritable s = (BytesWritable) serde.serialize(rows[i], rowOI);
        bytes[i] = new BytesWritable();
        bytes[i].set(s);
    }
    // Try to deserialize
    Object[] deserialized = new Object[rows.length];
    for (int i = 0; i < rows.length; i++) {
        deserialized[i] = serde.deserialize(bytes[i]);
        if (0 != ObjectInspectorUtils.compare(rows[i], rowOI, deserialized[i], serdeOI)) {
            System.out.println("structs[" + i + "] = " + SerDeUtils.getJSONString(rows[i], rowOI));
            System.out.println("deserialized[" + i + "] = " + SerDeUtils.getJSONString(deserialized[i], serdeOI));
            System.out.println("serialized[" + i + "] = " + TestBinarySortableSerDe.hexString(bytes[i]));
            assertEquals(rows[i], deserialized[i]);
        }
    }
}

Example 2 with LazyBinarySerDe

use of org.apache.hadoop.hive.serde2.lazybinary.LazyBinarySerDe in project hive by apache.

the class TestPTFRowContainer method setupClass.

@BeforeClass
public static void setupClass() throws SerDeException {
    cfg = new Configuration();
    serDe = new LazyBinarySerDe();
    Properties p = new Properties();
    p.setProperty(org.apache.hadoop.hive.serde.serdeConstants.LIST_COLUMNS, COL_NAMES);
    p.setProperty(org.apache.hadoop.hive.serde.serdeConstants.LIST_COLUMN_TYPES, COL_TYPES);
    SerDeUtils.initializeSerDe(serDe, cfg, p, null);
}

Example 3 with LazyBinarySerDe

use of org.apache.hadoop.hive.serde2.lazybinary.LazyBinarySerDe in project hive by apache.

the class TestLazyBinaryColumnarSerDe method testLazyBinaryColumnarSerDeWithEmptyBinary.

public void testLazyBinaryColumnarSerDeWithEmptyBinary() throws SerDeException {
    StructObjectInspector oi = (StructObjectInspector) ObjectInspectorFactory.getReflectionObjectInspector(OuterStruct.class, ObjectInspectorOptions.JAVA);
    String cols = ObjectInspectorUtils.getFieldNames(oi);
    Properties props = new Properties();
    props.setProperty(serdeConstants.LIST_COLUMNS, cols);
    props.setProperty(serdeConstants.LIST_COLUMN_TYPES, ObjectInspectorUtils.getFieldTypes(oi));
    LazyBinaryColumnarSerDe serde = new LazyBinaryColumnarSerDe();
    SerDeUtils.initializeSerDe(serde, new Configuration(), props, null);
    OuterStruct outerStruct = new OuterStruct();
    outerStruct.mByte = 101;
    outerStruct.mShort = 2002;
    outerStruct.mInt = 3003;
    outerStruct.mLong = 4004l;
    outerStruct.mFloat = 5005.01f;
    outerStruct.mDouble = 6006.001d;
    outerStruct.mString = "";
    outerStruct.mBA = new byte[] {};
    outerStruct.mArray = new ArrayList<InnerStruct>();
    outerStruct.mMap = new TreeMap<String, InnerStruct>();
    outerStruct.mStruct = new InnerStruct(180018, 190019l);
    try {
        serde.serialize(outerStruct, oi);
    } catch (RuntimeException re) {
        assertEquals(re.getMessage(), "LazyBinaryColumnarSerde cannot serialize a non-null " + "zero length binary field. Consider using either LazyBinarySerde or ColumnarSerde.");
        return;
    }
    assert false;
}

Example 4 with LazyBinarySerDe

use of org.apache.hadoop.hive.serde2.lazybinary.LazyBinarySerDe in project SQLWindowing by hbutani.

the class TranslateUtils method createLazyBinarySerDe.

@SuppressWarnings("unchecked")
public static SerDe createLazyBinarySerDe(Configuration cfg, StructObjectInspector oi) throws WindowingException {
    ArrayList<? extends Object>[] tInfo = getTypeMap(oi);
    ArrayList<String> columnNames = (ArrayList<String>) tInfo[0];
    ArrayList<TypeInfo> fields = (ArrayList<TypeInfo>) tInfo[1];
    StringBuilder cNames = new StringBuilder();
    StringBuilder cTypes = new StringBuilder();
    for (int i = 0; i < fields.size(); i++) {
        cNames.append(i > 0 ? "," : "");
        cTypes.append(i > 0 ? "," : "");
        cNames.append(columnNames.get(i));
        cTypes.append(fields.get(i).getTypeName());
    }
    try {
        SerDe serDe = new LazyBinarySerDe();
        Properties p = new Properties();
        p.setProperty(org.apache.hadoop.hive.serde.Constants.LIST_COLUMNS, cNames.toString());
        p.setProperty(org.apache.hadoop.hive.serde.Constants.LIST_COLUMN_TYPES, cTypes.toString());
        serDe.initialize(cfg, p);
        return serDe;
    } catch (SerDeException se) {
        throw new WindowingException(se);
    }
}

Example 5 with LazyBinarySerDe

use of org.apache.hadoop.hive.serde2.lazybinary.LazyBinarySerDe in project hive by apache.

the class LazyBinarySerDe method serialize.

/**
   * A recursive function that serialize an object to a byte buffer based on its
   * object inspector.
   *
   * @param byteStream
   *          the byte stream storing the serialization data
   * @param obj
   *          the object to serialize
   * @param objInspector
   *          the object inspector
   * @param skipLengthPrefix a boolean indicating whether length prefix is
   *          needed for list/map/struct
   * @param warnedOnceNullMapKey a boolean indicating whether a warning
   *          has been issued once already when encountering null map keys
   */
public static void serialize(RandomAccessOutput byteStream, Object obj, ObjectInspector objInspector, boolean skipLengthPrefix, BooleanRef warnedOnceNullMapKey) throws SerDeException {
    // do nothing for null object
    if (null == obj) {
        return;
    }
    switch(objInspector.getCategory()) {
        case PRIMITIVE:
            {
                PrimitiveObjectInspector poi = (PrimitiveObjectInspector) objInspector;
                switch(poi.getPrimitiveCategory()) {
                    case VOID:
                        {
                            return;
                        }
                    case BOOLEAN:
                        {
                            boolean v = ((BooleanObjectInspector) poi).get(obj);
                            byteStream.write((byte) (v ? 1 : 0));
                            return;
                        }
                    case BYTE:
                        {
                            ByteObjectInspector boi = (ByteObjectInspector) poi;
                            byte v = boi.get(obj);
                            byteStream.write(v);
                            return;
                        }
                    case SHORT:
                        {
                            ShortObjectInspector spoi = (ShortObjectInspector) poi;
                            short v = spoi.get(obj);
                            byteStream.write((byte) (v >> 8));
                            byteStream.write((byte) (v));
                            return;
                        }
                    case INT:
                        {
                            IntObjectInspector ioi = (IntObjectInspector) poi;
                            int v = ioi.get(obj);
                            LazyBinaryUtils.writeVInt(byteStream, v);
                            return;
                        }
                    case LONG:
                        {
                            LongObjectInspector loi = (LongObjectInspector) poi;
                            long v = loi.get(obj);
                            LazyBinaryUtils.writeVLong(byteStream, v);
                            return;
                        }
                    case FLOAT:
                        {
                            FloatObjectInspector foi = (FloatObjectInspector) poi;
                            int v = Float.floatToIntBits(foi.get(obj));
                            byteStream.write((byte) (v >> 24));
                            byteStream.write((byte) (v >> 16));
                            byteStream.write((byte) (v >> 8));
                            byteStream.write((byte) (v));
                            return;
                        }
                    case DOUBLE:
                        {
                            DoubleObjectInspector doi = (DoubleObjectInspector) poi;
                            LazyBinaryUtils.writeDouble(byteStream, doi.get(obj));
                            return;
                        }
                    case STRING:
                        {
                            StringObjectInspector soi = (StringObjectInspector) poi;
                            Text t = soi.getPrimitiveWritableObject(obj);
                            serializeText(byteStream, t, skipLengthPrefix);
                            return;
                        }
                    case CHAR:
                        {
                            HiveCharObjectInspector hcoi = (HiveCharObjectInspector) poi;
                            Text t = hcoi.getPrimitiveWritableObject(obj).getTextValue();
                            serializeText(byteStream, t, skipLengthPrefix);
                            return;
                        }
                    case VARCHAR:
                        {
                            HiveVarcharObjectInspector hcoi = (HiveVarcharObjectInspector) poi;
                            Text t = hcoi.getPrimitiveWritableObject(obj).getTextValue();
                            serializeText(byteStream, t, skipLengthPrefix);
                            return;
                        }
                    case BINARY:
                        {
                            BinaryObjectInspector baoi = (BinaryObjectInspector) poi;
                            BytesWritable bw = baoi.getPrimitiveWritableObject(obj);
                            int length = bw.getLength();
                            if (!skipLengthPrefix) {
                                LazyBinaryUtils.writeVInt(byteStream, length);
                            } else {
                                if (length == 0) {
                                    throw new RuntimeException("LazyBinaryColumnarSerde cannot serialize a non-null zero " + "length binary field. Consider using either LazyBinarySerde or ColumnarSerde.");
                                }
                            }
                            byteStream.write(bw.getBytes(), 0, length);
                            return;
                        }
                    case DATE:
                        {
                            DateWritable d = ((DateObjectInspector) poi).getPrimitiveWritableObject(obj);
                            writeDateToByteStream(byteStream, d);
                            return;
                        }
                    case TIMESTAMP:
                        {
                            TimestampObjectInspector toi = (TimestampObjectInspector) poi;
                            TimestampWritable t = toi.getPrimitiveWritableObject(obj);
                            t.writeToByteStream(byteStream);
                            return;
                        }
                    case INTERVAL_YEAR_MONTH:
                        {
                            HiveIntervalYearMonthWritable intervalYearMonth = ((HiveIntervalYearMonthObjectInspector) poi).getPrimitiveWritableObject(obj);
                            intervalYearMonth.writeToByteStream(byteStream);
                            return;
                        }
                    case INTERVAL_DAY_TIME:
                        {
                            HiveIntervalDayTimeWritable intervalDayTime = ((HiveIntervalDayTimeObjectInspector) poi).getPrimitiveWritableObject(obj);
                            intervalDayTime.writeToByteStream(byteStream);
                            return;
                        }
                    case DECIMAL:
                        {
                            HiveDecimalObjectInspector bdoi = (HiveDecimalObjectInspector) poi;
                            HiveDecimalWritable t = bdoi.getPrimitiveWritableObject(obj);
                            if (t == null) {
                                return;
                            }
                            writeToByteStream(byteStream, t);
                            return;
                        }
                    default:
                        {
                            throw new RuntimeException("Unrecognized type: " + poi.getPrimitiveCategory());
                        }
                }
            }
        case LIST:
            {
                ListObjectInspector loi = (ListObjectInspector) objInspector;
                ObjectInspector eoi = loi.getListElementObjectInspector();
                int byteSizeStart = 0;
                int listStart = 0;
                if (!skipLengthPrefix) {
                    // 1/ reserve spaces for the byte size of the list
                    // which is a integer and takes four bytes
                    byteSizeStart = byteStream.getLength();
                    byteStream.reserve(4);
                    listStart = byteStream.getLength();
                }
                // 2/ write the size of the list as a VInt
                int size = loi.getListLength(obj);
                LazyBinaryUtils.writeVInt(byteStream, size);
                // 3/ write the null bytes
                byte nullByte = 0;
                for (int eid = 0; eid < size; eid++) {
                    // set the bit to 1 if an element is not null
                    if (null != loi.getListElement(obj, eid)) {
                        nullByte |= 1 << (eid % 8);
                    }
                    // if this is the last element
                    if (7 == eid % 8 || eid == size - 1) {
                        byteStream.write(nullByte);
                        nullByte = 0;
                    }
                }
                // 4/ write element by element from the list
                for (int eid = 0; eid < size; eid++) {
                    serialize(byteStream, loi.getListElement(obj, eid), eoi, false, warnedOnceNullMapKey);
                }
                if (!skipLengthPrefix) {
                    // 5/ update the list byte size
                    int listEnd = byteStream.getLength();
                    int listSize = listEnd - listStart;
                    writeSizeAtOffset(byteStream, byteSizeStart, listSize);
                }
                return;
            }
        case MAP:
            {
                MapObjectInspector moi = (MapObjectInspector) objInspector;
                ObjectInspector koi = moi.getMapKeyObjectInspector();
                ObjectInspector voi = moi.getMapValueObjectInspector();
                Map<?, ?> map = moi.getMap(obj);
                int byteSizeStart = 0;
                int mapStart = 0;
                if (!skipLengthPrefix) {
                    // 1/ reserve spaces for the byte size of the map
                    // which is a integer and takes four bytes
                    byteSizeStart = byteStream.getLength();
                    byteStream.reserve(4);
                    mapStart = byteStream.getLength();
                }
                // 2/ write the size of the map which is a VInt
                int size = map.size();
                LazyBinaryUtils.writeVInt(byteStream, size);
                // 3/ write the null bytes
                int b = 0;
                byte nullByte = 0;
                for (Map.Entry<?, ?> entry : map.entrySet()) {
                    // set the bit to 1 if a key is not null
                    if (null != entry.getKey()) {
                        nullByte |= 1 << (b % 8);
                    } else if (warnedOnceNullMapKey != null) {
                        if (!warnedOnceNullMapKey.value) {
                            LOG.warn("Null map key encountered! Ignoring similar problems.");
                        }
                        warnedOnceNullMapKey.value = true;
                    }
                    b++;
                    // set the bit to 1 if a value is not null
                    if (null != entry.getValue()) {
                        nullByte |= 1 << (b % 8);
                    }
                    b++;
                    // or if this is the last key-value pair
                    if (0 == b % 8 || b == size * 2) {
                        byteStream.write(nullByte);
                        nullByte = 0;
                    }
                }
                // 4/ write key-value pairs one by one
                for (Map.Entry<?, ?> entry : map.entrySet()) {
                    serialize(byteStream, entry.getKey(), koi, false, warnedOnceNullMapKey);
                    serialize(byteStream, entry.getValue(), voi, false, warnedOnceNullMapKey);
                }
                if (!skipLengthPrefix) {
                    // 5/ update the byte size of the map
                    int mapEnd = byteStream.getLength();
                    int mapSize = mapEnd - mapStart;
                    writeSizeAtOffset(byteStream, byteSizeStart, mapSize);
                }
                return;
            }
        case STRUCT:
        case UNION:
            {
                int byteSizeStart = 0;
                int typeStart = 0;
                if (!skipLengthPrefix) {
                    // 1/ reserve spaces for the byte size of the struct
                    // which is a integer and takes four bytes
                    byteSizeStart = byteStream.getLength();
                    byteStream.reserve(4);
                    typeStart = byteStream.getLength();
                }
                if (ObjectInspector.Category.STRUCT.equals(objInspector.getCategory())) {
                    // 2/ serialize the struct
                    serializeStruct(byteStream, obj, (StructObjectInspector) objInspector, warnedOnceNullMapKey);
                } else {
                    // 2/ serialize the union
                    serializeUnion(byteStream, obj, (UnionObjectInspector) objInspector, warnedOnceNullMapKey);
                }
                if (!skipLengthPrefix) {
                    // 3/ update the byte size of the struct
                    int typeEnd = byteStream.getLength();
                    int typeSize = typeEnd - typeStart;
                    writeSizeAtOffset(byteStream, byteSizeStart, typeSize);
                }
                return;
            }
        default:
            {
                throw new RuntimeException("Unrecognized type: " + objInspector.getCategory());
            }
    }
}