Examples with FloatObjectInspector org.apache.hadoop.hive.serde2.objectinspector.primitive.FloatObjectInspector used on opensource projects

Example 11 with FloatObjectInspector

use of org.apache.hadoop.hive.serde2.objectinspector.primitive.FloatObjectInspector in project presto by prestodb.

the class SerDeUtils method serializePrimitive.

private static void serializePrimitive(Type type, BlockBuilder builder, Object object, PrimitiveObjectInspector inspector) {
    requireNonNull(builder, "parent builder is null");
    if (object == null) {
        builder.appendNull();
        return;
    }
    switch(inspector.getPrimitiveCategory()) {
        case BOOLEAN:
            BooleanType.BOOLEAN.writeBoolean(builder, ((BooleanObjectInspector) inspector).get(object));
            return;
        case BYTE:
            TinyintType.TINYINT.writeLong(builder, ((ByteObjectInspector) inspector).get(object));
            return;
        case SHORT:
            SmallintType.SMALLINT.writeLong(builder, ((ShortObjectInspector) inspector).get(object));
            return;
        case INT:
            IntegerType.INTEGER.writeLong(builder, ((IntObjectInspector) inspector).get(object));
            return;
        case LONG:
            BigintType.BIGINT.writeLong(builder, ((LongObjectInspector) inspector).get(object));
            return;
        case FLOAT:
            RealType.REAL.writeLong(builder, floatToRawIntBits(((FloatObjectInspector) inspector).get(object)));
            return;
        case DOUBLE:
            DoubleType.DOUBLE.writeDouble(builder, ((DoubleObjectInspector) inspector).get(object));
            return;
        case STRING:
            type.writeSlice(builder, Slices.utf8Slice(((StringObjectInspector) inspector).getPrimitiveJavaObject(object)));
            return;
        case VARCHAR:
            type.writeSlice(builder, Slices.utf8Slice(((HiveVarcharObjectInspector) inspector).getPrimitiveJavaObject(object).getValue()));
            return;
        case CHAR:
            CharType charType = (CharType) type;
            HiveChar hiveChar = ((HiveCharObjectInspector) inspector).getPrimitiveJavaObject(object);
            type.writeSlice(builder, truncateToLengthAndTrimSpaces(Slices.utf8Slice(hiveChar.getValue()), charType.getLength()));
            return;
        case DATE:
            DateType.DATE.writeLong(builder, formatDateAsLong(object, (DateObjectInspector) inspector));
            return;
        case TIMESTAMP:
            TimestampType.TIMESTAMP.writeLong(builder, formatTimestampAsLong(object, (TimestampObjectInspector) inspector));
            return;
        case BINARY:
            VARBINARY.writeSlice(builder, Slices.wrappedBuffer(((BinaryObjectInspector) inspector).getPrimitiveJavaObject(object)));
            return;
        case DECIMAL:
            DecimalType decimalType = (DecimalType) type;
            HiveDecimalWritable hiveDecimal = ((HiveDecimalObjectInspector) inspector).getPrimitiveWritableObject(object);
            if (decimalType.isShort()) {
                decimalType.writeLong(builder, DecimalUtils.getShortDecimalValue(hiveDecimal, decimalType.getScale()));
            } else {
                decimalType.writeSlice(builder, DecimalUtils.getLongDecimalValue(hiveDecimal, decimalType.getScale()));
            }
            return;
    }
    throw new RuntimeException("Unknown primitive type: " + inspector.getPrimitiveCategory());
}

Example 12 with FloatObjectInspector

use of org.apache.hadoop.hive.serde2.objectinspector.primitive.FloatObjectInspector in project flink by apache.

the class HiveInspectors method getConversion.

/**
 * Get conversion for converting Flink object to Hive object from an ObjectInspector and the
 * corresponding Flink DataType.
 */
public static HiveObjectConversion getConversion(ObjectInspector inspector, LogicalType dataType, HiveShim hiveShim) {
    if (inspector instanceof PrimitiveObjectInspector) {
        HiveObjectConversion conversion;
        if (inspector instanceof BooleanObjectInspector || inspector instanceof StringObjectInspector || inspector instanceof ByteObjectInspector || inspector instanceof ShortObjectInspector || inspector instanceof IntObjectInspector || inspector instanceof LongObjectInspector || inspector instanceof FloatObjectInspector || inspector instanceof DoubleObjectInspector || inspector instanceof BinaryObjectInspector || inspector instanceof VoidObjectInspector) {
            conversion = IdentityConversion.INSTANCE;
        } else if (inspector instanceof DateObjectInspector) {
            conversion = hiveShim::toHiveDate;
        } else if (inspector instanceof TimestampObjectInspector) {
            conversion = hiveShim::toHiveTimestamp;
        } else if (inspector instanceof HiveCharObjectInspector) {
            conversion = o -> o == null ? null : new HiveChar((String) o, ((CharType) dataType).getLength());
        } else if (inspector instanceof HiveVarcharObjectInspector) {
            conversion = o -> o == null ? null : new HiveVarchar((String) o, ((VarCharType) dataType).getLength());
        } else if (inspector instanceof HiveDecimalObjectInspector) {
            conversion = o -> o == null ? null : HiveDecimal.create((BigDecimal) o);
        } else {
            throw new FlinkHiveUDFException("Unsupported primitive object inspector " + inspector.getClass().getName());
        }
        // currently this happens for constant arguments for UDFs
        if (((PrimitiveObjectInspector) inspector).preferWritable()) {
            conversion = new WritableHiveObjectConversion(conversion, hiveShim);
        }
        return conversion;
    }
    if (inspector instanceof ListObjectInspector) {
        HiveObjectConversion eleConvert = getConversion(((ListObjectInspector) inspector).getListElementObjectInspector(), ((ArrayType) dataType).getElementType(), hiveShim);
        return o -> {
            if (o == null) {
                return null;
            }
            Object[] array = (Object[]) o;
            List<Object> result = new ArrayList<>();
            for (Object ele : array) {
                result.add(eleConvert.toHiveObject(ele));
            }
            return result;
        };
    }
    if (inspector instanceof MapObjectInspector) {
        MapObjectInspector mapInspector = (MapObjectInspector) inspector;
        MapType kvType = (MapType) dataType;
        HiveObjectConversion keyConversion = getConversion(mapInspector.getMapKeyObjectInspector(), kvType.getKeyType(), hiveShim);
        HiveObjectConversion valueConversion = getConversion(mapInspector.getMapValueObjectInspector(), kvType.getValueType(), hiveShim);
        return o -> {
            if (o == null) {
                return null;
            }
            Map<Object, Object> map = (Map) o;
            Map<Object, Object> result = new HashMap<>(map.size());
            for (Map.Entry<Object, Object> entry : map.entrySet()) {
                result.put(keyConversion.toHiveObject(entry.getKey()), valueConversion.toHiveObject(entry.getValue()));
            }
            return result;
        };
    }
    if (inspector instanceof StructObjectInspector) {
        StructObjectInspector structInspector = (StructObjectInspector) inspector;
        List<? extends StructField> structFields = structInspector.getAllStructFieldRefs();
        List<RowType.RowField> rowFields = ((RowType) dataType).getFields();
        HiveObjectConversion[] conversions = new HiveObjectConversion[structFields.size()];
        for (int i = 0; i < structFields.size(); i++) {
            conversions[i] = getConversion(structFields.get(i).getFieldObjectInspector(), rowFields.get(i).getType(), hiveShim);
        }
        return o -> {
            if (o == null) {
                return null;
            }
            Row row = (Row) o;
            List<Object> result = new ArrayList<>(row.getArity());
            for (int i = 0; i < row.getArity(); i++) {
                result.add(conversions[i].toHiveObject(row.getField(i)));
            }
            return result;
        };
    }
    throw new FlinkHiveUDFException(String.format("Flink doesn't support convert object conversion for %s yet", inspector));
}

Example 13 with FloatObjectInspector

use of org.apache.hadoop.hive.serde2.objectinspector.primitive.FloatObjectInspector in project flink by apache.

the class HiveInspectors method toFlinkObject.

/**
 * Converts a Hive object to Flink object with an ObjectInspector.
 */
public static Object toFlinkObject(ObjectInspector inspector, Object data, HiveShim hiveShim) {
    if (data == null || inspector instanceof VoidObjectInspector) {
        return null;
    }
    if (inspector instanceof PrimitiveObjectInspector) {
        if (inspector instanceof BooleanObjectInspector || inspector instanceof StringObjectInspector || inspector instanceof ByteObjectInspector || inspector instanceof ShortObjectInspector || inspector instanceof IntObjectInspector || inspector instanceof LongObjectInspector || inspector instanceof FloatObjectInspector || inspector instanceof DoubleObjectInspector || inspector instanceof BinaryObjectInspector) {
            PrimitiveObjectInspector poi = (PrimitiveObjectInspector) inspector;
            return poi.getPrimitiveJavaObject(data);
        } else if (inspector instanceof DateObjectInspector) {
            PrimitiveObjectInspector poi = (PrimitiveObjectInspector) inspector;
            return hiveShim.toFlinkDate(poi.getPrimitiveJavaObject(data));
        } else if (inspector instanceof TimestampObjectInspector) {
            PrimitiveObjectInspector poi = (PrimitiveObjectInspector) inspector;
            return hiveShim.toFlinkTimestamp(poi.getPrimitiveJavaObject(data));
        } else if (inspector instanceof HiveCharObjectInspector) {
            HiveCharObjectInspector oi = (HiveCharObjectInspector) inspector;
            return oi.getPrimitiveJavaObject(data).getValue();
        } else if (inspector instanceof HiveVarcharObjectInspector) {
            HiveVarcharObjectInspector oi = (HiveVarcharObjectInspector) inspector;
            return oi.getPrimitiveJavaObject(data).getValue();
        } else if (inspector instanceof HiveDecimalObjectInspector) {
            HiveDecimalObjectInspector oi = (HiveDecimalObjectInspector) inspector;
            return oi.getPrimitiveJavaObject(data).bigDecimalValue();
        }
    }
    if (inspector instanceof ListObjectInspector) {
        ListObjectInspector listInspector = (ListObjectInspector) inspector;
        List<?> list = listInspector.getList(data);
        if (list == null) {
            return null;
        }
        // flink expects a specific array type (e.g. Integer[] instead of Object[]), so we have
        // to get the element class
        ObjectInspector elementInspector = listInspector.getListElementObjectInspector();
        Object[] result = (Object[]) Array.newInstance(HiveTypeUtil.toFlinkType(elementInspector).getConversionClass(), list.size());
        for (int i = 0; i < list.size(); i++) {
            result[i] = toFlinkObject(elementInspector, list.get(i), hiveShim);
        }
        return result;
    }
    if (inspector instanceof MapObjectInspector) {
        MapObjectInspector mapInspector = (MapObjectInspector) inspector;
        Map<?, ?> map = mapInspector.getMap(data);
        if (map == null) {
            return null;
        }
        Map<Object, Object> result = new HashMap<>(map.size());
        for (Map.Entry<?, ?> entry : map.entrySet()) {
            result.put(toFlinkObject(mapInspector.getMapKeyObjectInspector(), entry.getKey(), hiveShim), toFlinkObject(mapInspector.getMapValueObjectInspector(), entry.getValue(), hiveShim));
        }
        return result;
    }
    if (inspector instanceof StructObjectInspector) {
        StructObjectInspector structInspector = (StructObjectInspector) inspector;
        List<? extends StructField> fields = structInspector.getAllStructFieldRefs();
        Row row = new Row(fields.size());
        // list as data
        if (!data.getClass().isArray() && !(data instanceof List) && (inspector instanceof StandardStructObjectInspector)) {
            data = new Object[] { data };
        }
        for (int i = 0; i < row.getArity(); i++) {
            row.setField(i, toFlinkObject(fields.get(i).getFieldObjectInspector(), structInspector.getStructFieldData(data, fields.get(i)), hiveShim));
        }
        return row;
    }
    throw new FlinkHiveUDFException(String.format("Unwrap does not support ObjectInspector '%s' yet", inspector));
}

Example 14 with FloatObjectInspector

use of org.apache.hadoop.hive.serde2.objectinspector.primitive.FloatObjectInspector in project hive by apache.

the class BinarySortableSerDe method serialize.

static void serialize(ByteStream.Output buffer, Object o, ObjectInspector oi, boolean invert, byte nullMarker, byte notNullMarker) throws SerDeException {
    // Is this field a null?
    if (o == null) {
        writeByte(buffer, nullMarker, invert);
        return;
    }
    // This field is not a null.
    writeByte(buffer, notNullMarker, invert);
    switch(oi.getCategory()) {
        case PRIMITIVE:
            {
                PrimitiveObjectInspector poi = (PrimitiveObjectInspector) oi;
                switch(poi.getPrimitiveCategory()) {
                    case VOID:
                        {
                            return;
                        }
                    case BOOLEAN:
                        {
                            boolean v = ((BooleanObjectInspector) poi).get(o);
                            writeByte(buffer, (byte) (v ? 2 : 1), invert);
                            return;
                        }
                    case BYTE:
                        {
                            ByteObjectInspector boi = (ByteObjectInspector) poi;
                            byte v = boi.get(o);
                            writeByte(buffer, (byte) (v ^ 0x80), invert);
                            return;
                        }
                    case SHORT:
                        {
                            ShortObjectInspector spoi = (ShortObjectInspector) poi;
                            short v = spoi.get(o);
                            serializeShort(buffer, v, invert);
                            return;
                        }
                    case INT:
                        {
                            IntObjectInspector ioi = (IntObjectInspector) poi;
                            int v = ioi.get(o);
                            serializeInt(buffer, v, invert);
                            return;
                        }
                    case LONG:
                        {
                            LongObjectInspector loi = (LongObjectInspector) poi;
                            long v = loi.get(o);
                            serializeLong(buffer, v, invert);
                            return;
                        }
                    case FLOAT:
                        {
                            FloatObjectInspector foi = (FloatObjectInspector) poi;
                            serializeFloat(buffer, foi.get(o), invert);
                            return;
                        }
                    case DOUBLE:
                        {
                            DoubleObjectInspector doi = (DoubleObjectInspector) poi;
                            serializeDouble(buffer, doi.get(o), invert);
                            return;
                        }
                    case STRING:
                        {
                            StringObjectInspector soi = (StringObjectInspector) poi;
                            Text t = soi.getPrimitiveWritableObject(o);
                            serializeBytes(buffer, t.getBytes(), t.getLength(), invert);
                            return;
                        }
                    case CHAR:
                        {
                            HiveCharObjectInspector hcoi = (HiveCharObjectInspector) poi;
                            HiveCharWritable hc = hcoi.getPrimitiveWritableObject(o);
                            // Trailing space should ignored for char comparisons.
                            // So write stripped values for this SerDe.
                            Text t = hc.getStrippedValue();
                            serializeBytes(buffer, t.getBytes(), t.getLength(), invert);
                            return;
                        }
                    case VARCHAR:
                        {
                            HiveVarcharObjectInspector hcoi = (HiveVarcharObjectInspector) poi;
                            HiveVarcharWritable hc = hcoi.getPrimitiveWritableObject(o);
                            // use varchar's text field directly
                            Text t = hc.getTextValue();
                            serializeBytes(buffer, t.getBytes(), t.getLength(), invert);
                            return;
                        }
                    case BINARY:
                        {
                            BinaryObjectInspector baoi = (BinaryObjectInspector) poi;
                            BytesWritable ba = baoi.getPrimitiveWritableObject(o);
                            byte[] toSer = new byte[ba.getLength()];
                            System.arraycopy(ba.getBytes(), 0, toSer, 0, ba.getLength());
                            serializeBytes(buffer, toSer, ba.getLength(), invert);
                            return;
                        }
                    case DATE:
                        {
                            DateObjectInspector doi = (DateObjectInspector) poi;
                            int v = doi.getPrimitiveWritableObject(o).getDays();
                            serializeInt(buffer, v, invert);
                            return;
                        }
                    case TIMESTAMP:
                        {
                            TimestampObjectInspector toi = (TimestampObjectInspector) poi;
                            TimestampWritableV2 t = toi.getPrimitiveWritableObject(o);
                            serializeTimestampWritable(buffer, t, invert);
                            return;
                        }
                    case TIMESTAMPLOCALTZ:
                        {
                            TimestampLocalTZObjectInspector toi = (TimestampLocalTZObjectInspector) poi;
                            TimestampLocalTZWritable t = toi.getPrimitiveWritableObject(o);
                            serializeTimestampTZWritable(buffer, t, invert);
                            return;
                        }
                    case INTERVAL_YEAR_MONTH:
                        {
                            HiveIntervalYearMonthObjectInspector ioi = (HiveIntervalYearMonthObjectInspector) poi;
                            HiveIntervalYearMonth intervalYearMonth = ioi.getPrimitiveJavaObject(o);
                            serializeHiveIntervalYearMonth(buffer, intervalYearMonth, invert);
                            return;
                        }
                    case INTERVAL_DAY_TIME:
                        {
                            HiveIntervalDayTimeObjectInspector ioi = (HiveIntervalDayTimeObjectInspector) poi;
                            HiveIntervalDayTime intervalDayTime = ioi.getPrimitiveJavaObject(o);
                            serializeHiveIntervalDayTime(buffer, intervalDayTime, invert);
                            return;
                        }
                    case DECIMAL:
                        {
                            HiveDecimalObjectInspector boi = (HiveDecimalObjectInspector) poi;
                            HiveDecimal dec = boi.getPrimitiveJavaObject(o);
                            serializeHiveDecimal(buffer, dec, invert);
                            return;
                        }
                    default:
                        {
                            throw new RuntimeException("Unrecognized type: " + poi.getPrimitiveCategory());
                        }
                }
            }
        case LIST:
            {
                ListObjectInspector loi = (ListObjectInspector) oi;
                ObjectInspector eoi = loi.getListElementObjectInspector();
                // \1 followed by each element
                int size = loi.getListLength(o);
                for (int eid = 0; eid < size; eid++) {
                    writeByte(buffer, (byte) 1, invert);
                    serialize(buffer, loi.getListElement(o, eid), eoi, invert, nullMarker, notNullMarker);
                }
                // and \0 to terminate
                writeByte(buffer, (byte) 0, invert);
                return;
            }
        case MAP:
            {
                MapObjectInspector moi = (MapObjectInspector) oi;
                ObjectInspector koi = moi.getMapKeyObjectInspector();
                ObjectInspector voi = moi.getMapValueObjectInspector();
                // \1 followed by each key and then each value
                Map<?, ?> map = moi.getMap(o);
                for (Map.Entry<?, ?> entry : map.entrySet()) {
                    writeByte(buffer, (byte) 1, invert);
                    serialize(buffer, entry.getKey(), koi, invert, nullMarker, notNullMarker);
                    serialize(buffer, entry.getValue(), voi, invert, nullMarker, notNullMarker);
                }
                // and \0 to terminate
                writeByte(buffer, (byte) 0, invert);
                return;
            }
        case STRUCT:
            {
                StructObjectInspector soi = (StructObjectInspector) oi;
                List<? extends StructField> fields = soi.getAllStructFieldRefs();
                for (int i = 0; i < fields.size(); i++) {
                    serialize(buffer, soi.getStructFieldData(o, fields.get(i)), fields.get(i).getFieldObjectInspector(), invert, nullMarker, notNullMarker);
                }
                return;
            }
        case UNION:
            {
                UnionObjectInspector uoi = (UnionObjectInspector) oi;
                byte tag = uoi.getTag(o);
                writeByte(buffer, tag, invert);
                serialize(buffer, uoi.getField(o), uoi.getObjectInspectors().get(tag), invert, nullMarker, notNullMarker);
                return;
            }
        default:
            {
                throw new RuntimeException("Unrecognized type: " + oi.getCategory());
            }
    }
}

Example 15 with FloatObjectInspector

use of org.apache.hadoop.hive.serde2.objectinspector.primitive.FloatObjectInspector in project hive by apache.

the class DataWritableWriter method createWriter.

/**
 * Creates a writer for the specific object inspector. The returned writer will be used
 * to call Parquet API for the specific data type.
 * @param inspector The object inspector used to get the correct value type.
 * @param type Type that contains information about the type schema.
 * @return A ParquetWriter object used to call the Parquet API fo the specific data type.
 */
private DataWriter createWriter(ObjectInspector inspector, Type type) {
    if (type.isPrimitive()) {
        checkInspectorCategory(inspector, ObjectInspector.Category.PRIMITIVE);
        PrimitiveObjectInspector primitiveInspector = (PrimitiveObjectInspector) inspector;
        switch(primitiveInspector.getPrimitiveCategory()) {
            case BOOLEAN:
                return new BooleanDataWriter((BooleanObjectInspector) inspector);
            case BYTE:
                return new ByteDataWriter((ByteObjectInspector) inspector);
            case SHORT:
                return new ShortDataWriter((ShortObjectInspector) inspector);
            case INT:
                return new IntDataWriter((IntObjectInspector) inspector);
            case LONG:
                return new LongDataWriter((LongObjectInspector) inspector);
            case FLOAT:
                return new FloatDataWriter((FloatObjectInspector) inspector);
            case DOUBLE:
                return new DoubleDataWriter((DoubleObjectInspector) inspector);
            case STRING:
                return new StringDataWriter((StringObjectInspector) inspector);
            case CHAR:
                return new CharDataWriter((HiveCharObjectInspector) inspector);
            case VARCHAR:
                return new VarcharDataWriter((HiveVarcharObjectInspector) inspector);
            case BINARY:
                return new BinaryDataWriter((BinaryObjectInspector) inspector);
            case TIMESTAMP:
                return new TimestampDataWriter((TimestampObjectInspector) inspector);
            case DECIMAL:
                return new DecimalDataWriter((HiveDecimalObjectInspector) inspector);
            case DATE:
                return new DateDataWriter((DateObjectInspector) inspector);
            default:
                throw new IllegalArgumentException("Unsupported primitive data type: " + primitiveInspector.getPrimitiveCategory());
        }
    } else {
        GroupType groupType = type.asGroupType();
        LogicalTypeAnnotation logicalType = type.getLogicalTypeAnnotation();
        if (logicalType != null && logicalType instanceof ListLogicalTypeAnnotation) {
            checkInspectorCategory(inspector, ObjectInspector.Category.LIST);
            return new ListDataWriter((ListObjectInspector) inspector, groupType);
        } else if (logicalType != null && logicalType instanceof MapLogicalTypeAnnotation) {
            checkInspectorCategory(inspector, ObjectInspector.Category.MAP);
            return new MapDataWriter((MapObjectInspector) inspector, groupType);
        } else {
            checkInspectorCategory(inspector, ObjectInspector.Category.STRUCT);
            return new StructDataWriter((StructObjectInspector) inspector, groupType);
        }
    }
}