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

Example 46 with StringObjectInspector

use of org.apache.hadoop.hive.serde2.objectinspector.primitive.StringObjectInspector in project haivvreo by jghoman.

the class TestAvroDeserializer method canDeserializeEnums.

// Enums are one of two types we fudge for Hive. Enums go in, Strings come out.
@Test
public void canDeserializeEnums() throws SerDeException, IOException {
    Schema s = Schema.parse(TestAvroObjectInspectorGenerator.ENUM_SCHEMA);
    GenericData.Record record = new GenericData.Record(s);
    record.put("baddies", "DALEKS");
    assertTrue(GENERIC_DATA.validate(s, record));
    AvroGenericRecordWritable garw = Utils.serializeAndDeserializeRecord(record);
    AvroObjectInspectorGenerator aoig = new AvroObjectInspectorGenerator(s);
    AvroDeserializer de = new AvroDeserializer();
    ArrayList<Object> row = (ArrayList<Object>) de.deserialize(aoig.getColumnNames(), aoig.getColumnTypes(), garw, s);
    assertEquals(1, row.size());
    StandardStructObjectInspector oi = (StandardStructObjectInspector) aoig.getObjectInspector();
    List<? extends StructField> fieldRefs = oi.getAllStructFieldRefs();
    assertEquals(1, fieldRefs.size());
    StructField fieldRef = fieldRefs.get(0);
    assertEquals("baddies", fieldRef.getFieldName());
    Object theStringObject = oi.getStructFieldData(row, fieldRef);
    assertTrue(fieldRef.getFieldObjectInspector() instanceof StringObjectInspector);
    StringObjectInspector soi = (StringObjectInspector) fieldRef.getFieldObjectInspector();
    String finalValue = soi.getPrimitiveJavaObject(theStringObject);
    assertEquals("DALEKS", finalValue);
}

Example 47 with StringObjectInspector

use of org.apache.hadoop.hive.serde2.objectinspector.primitive.StringObjectInspector 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 48 with StringObjectInspector

use of org.apache.hadoop.hive.serde2.objectinspector.primitive.StringObjectInspector 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 49 with StringObjectInspector

use of org.apache.hadoop.hive.serde2.objectinspector.primitive.StringObjectInspector 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));
}