Examples with DecimalDataTypeInfo org.apache.flink.table.runtime.typeutils.DecimalDataTypeInfo used on opensource projects

Example 1 with DecimalDataTypeInfo

use of org.apache.flink.table.runtime.typeutils.DecimalDataTypeInfo in project flink by apache.

the class DataFormatConverters method getConverterForDataType.

/**
 * Get {@link DataFormatConverter} for {@link DataType}.
 *
 * @param originDataType DataFormatConverter is oriented to Java format, while LogicalType has
 *     lost its specific Java format. Only DataType retains all its Java format information.
 */
public static DataFormatConverter getConverterForDataType(DataType originDataType) {
    DataType dataType = originDataType.nullable();
    DataFormatConverter converter = TYPE_TO_CONVERTER.get(dataType);
    if (converter != null) {
        return converter;
    }
    Class<?> clazz = dataType.getConversionClass();
    LogicalType logicalType = dataType.getLogicalType();
    switch(logicalType.getTypeRoot()) {
        case CHAR:
        case VARCHAR:
            if (clazz == String.class) {
                return StringConverter.INSTANCE;
            } else if (clazz == StringData.class) {
                return StringDataConverter.INSTANCE;
            } else {
                throw new RuntimeException("Not support class for VARCHAR: " + clazz);
            }
        case BINARY:
        case VARBINARY:
            return PrimitiveByteArrayConverter.INSTANCE;
        case DECIMAL:
            Tuple2<Integer, Integer> ps = getPrecision(logicalType);
            if (clazz == BigDecimal.class) {
                return new BigDecimalConverter(ps.f0, ps.f1);
            } else if (clazz == DecimalData.class) {
                return new DecimalDataConverter(ps.f0, ps.f1);
            } else {
                throw new RuntimeException("Not support conversion class for DECIMAL: " + clazz);
            }
        case TIMESTAMP_WITHOUT_TIME_ZONE:
            int precisionOfTS = getDateTimePrecision(logicalType);
            if (clazz == Timestamp.class) {
                return new TimestampConverter(precisionOfTS);
            } else if (clazz == LocalDateTime.class) {
                return new LocalDateTimeConverter(precisionOfTS);
            } else if (clazz == TimestampData.class) {
                return new TimestampDataConverter(precisionOfTS);
            } else {
                throw new RuntimeException("Not support conversion class for TIMESTAMP WITHOUT TIME ZONE: " + clazz);
            }
        case TIMESTAMP_WITH_LOCAL_TIME_ZONE:
            int precisionOfLZTS = getDateTimePrecision(logicalType);
            if (clazz == Instant.class) {
                return new InstantConverter(precisionOfLZTS);
            } else if (clazz == Long.class || clazz == long.class) {
                return new LongTimestampDataConverter(precisionOfLZTS);
            } else if (clazz == TimestampData.class) {
                return new TimestampDataConverter(precisionOfLZTS);
            } else if (clazz == Timestamp.class) {
                return new TimestampLtzConverter(precisionOfLZTS);
            } else {
                throw new RuntimeException("Not support conversion class for TIMESTAMP WITH LOCAL TIME ZONE: " + clazz);
            }
        case ARRAY:
            if (clazz == ArrayData.class) {
                return ArrayDataConverter.INSTANCE;
            } else if (clazz == boolean[].class) {
                return PrimitiveBooleanArrayConverter.INSTANCE;
            } else if (clazz == short[].class) {
                return PrimitiveShortArrayConverter.INSTANCE;
            } else if (clazz == int[].class) {
                return PrimitiveIntArrayConverter.INSTANCE;
            } else if (clazz == long[].class) {
                return PrimitiveLongArrayConverter.INSTANCE;
            } else if (clazz == float[].class) {
                return PrimitiveFloatArrayConverter.INSTANCE;
            } else if (clazz == double[].class) {
                return PrimitiveDoubleArrayConverter.INSTANCE;
            }
            if (dataType instanceof CollectionDataType) {
                return new ObjectArrayConverter(((CollectionDataType) dataType).getElementDataType().bridgedTo(clazz.getComponentType()));
            } else {
                BasicArrayTypeInfo typeInfo = (BasicArrayTypeInfo) ((LegacyTypeInformationType) dataType.getLogicalType()).getTypeInformation();
                return new ObjectArrayConverter(fromLegacyInfoToDataType(typeInfo.getComponentInfo()).bridgedTo(clazz.getComponentType()));
            }
        case MAP:
            if (clazz == MapData.class) {
                return MapDataConverter.INSTANCE;
            }
            KeyValueDataType keyValueDataType = (KeyValueDataType) dataType;
            return new MapConverter(keyValueDataType.getKeyDataType(), keyValueDataType.getValueDataType());
        case MULTISET:
            if (clazz == MapData.class) {
                return MapDataConverter.INSTANCE;
            }
            CollectionDataType collectionDataType = (CollectionDataType) dataType;
            return new MapConverter(collectionDataType.getElementDataType(), DataTypes.INT().bridgedTo(Integer.class));
        case ROW:
        case STRUCTURED_TYPE:
            TypeInformation<?> asTypeInfo = fromDataTypeToTypeInfo(dataType);
            if (asTypeInfo instanceof InternalTypeInfo && clazz == RowData.class) {
                LogicalType realLogicalType = ((InternalTypeInfo<?>) asTypeInfo).toLogicalType();
                return new RowDataConverter(getFieldCount(realLogicalType));
            }
            // legacy
            CompositeType compositeType = (CompositeType) asTypeInfo;
            DataType[] fieldTypes = Stream.iterate(0, x -> x + 1).limit(compositeType.getArity()).map((Function<Integer, TypeInformation>) compositeType::getTypeAt).map(TypeConversions::fromLegacyInfoToDataType).toArray(DataType[]::new);
            if (clazz == RowData.class) {
                return new RowDataConverter(compositeType.getArity());
            } else if (clazz == Row.class) {
                return new RowConverter(fieldTypes);
            } else if (Tuple.class.isAssignableFrom(clazz)) {
                return new TupleConverter((Class<Tuple>) clazz, fieldTypes);
            } else if (CaseClassConverter.PRODUCT_CLASS != null && CaseClassConverter.PRODUCT_CLASS.isAssignableFrom(clazz)) {
                return new CaseClassConverter((TupleTypeInfoBase) compositeType, fieldTypes);
            } else if (compositeType instanceof PojoTypeInfo) {
                return new PojoConverter((PojoTypeInfo) compositeType, fieldTypes);
            } else {
                throw new IllegalStateException("Cannot find a converter for type " + compositeType + ". If the target should be a converter to scala.Product, then you might have a scala classpath issue.");
            }
        case RAW:
            if (logicalType instanceof RawType) {
                final RawType<?> rawType = (RawType<?>) logicalType;
                if (clazz == RawValueData.class) {
                    return RawValueDataConverter.INSTANCE;
                } else {
                    return new GenericConverter<>(rawType.getTypeSerializer());
                }
            }
            // legacy
            TypeInformation typeInfo = logicalType instanceof LegacyTypeInformationType ? ((LegacyTypeInformationType) logicalType).getTypeInformation() : ((TypeInformationRawType) logicalType).getTypeInformation();
            // planner type info
            if (typeInfo instanceof StringDataTypeInfo) {
                return StringDataConverter.INSTANCE;
            } else if (typeInfo instanceof DecimalDataTypeInfo) {
                DecimalDataTypeInfo decimalType = (DecimalDataTypeInfo) typeInfo;
                return new DecimalDataConverter(decimalType.precision(), decimalType.scale());
            } else if (typeInfo instanceof BigDecimalTypeInfo) {
                BigDecimalTypeInfo decimalType = (BigDecimalTypeInfo) typeInfo;
                return new BigDecimalConverter(decimalType.precision(), decimalType.scale());
            } else if (typeInfo instanceof TimestampDataTypeInfo) {
                TimestampDataTypeInfo timestampDataTypeInfo = (TimestampDataTypeInfo) typeInfo;
                return new TimestampDataConverter(timestampDataTypeInfo.getPrecision());
            } else if (typeInfo instanceof LegacyLocalDateTimeTypeInfo) {
                LegacyLocalDateTimeTypeInfo dateTimeType = (LegacyLocalDateTimeTypeInfo) typeInfo;
                return new LocalDateTimeConverter(dateTimeType.getPrecision());
            } else if (typeInfo instanceof LegacyTimestampTypeInfo) {
                LegacyTimestampTypeInfo timestampType = (LegacyTimestampTypeInfo) typeInfo;
                return new TimestampConverter(timestampType.getPrecision());
            } else if (typeInfo instanceof LegacyInstantTypeInfo) {
                LegacyInstantTypeInfo instantTypeInfo = (LegacyInstantTypeInfo) typeInfo;
                return new InstantConverter(instantTypeInfo.getPrecision());
            }
            if (clazz == RawValueData.class) {
                return RawValueDataConverter.INSTANCE;
            }
            return new GenericConverter(typeInfo.createSerializer(new ExecutionConfig()));
        default:
            throw new RuntimeException("Not support dataType: " + dataType);
    }
}

Example 2 with DecimalDataTypeInfo

use of org.apache.flink.table.runtime.typeutils.DecimalDataTypeInfo in project flink by apache.

the class DataFormatConvertersTest method testTypes.

@Test
public void testTypes() {
    for (int i = 0; i < simpleTypes.length; i++) {
        test(simpleTypes[i], simpleValues[i]);
    }
    test(new RowTypeInfo(simpleTypes), new Row(simpleTypes.length));
    test(new RowTypeInfo(simpleTypes), Row.ofKind(RowKind.DELETE, simpleValues));
    test(InternalTypeInfo.ofFields(VarCharType.STRING_TYPE, new IntType()), GenericRowData.of(StringData.fromString("hehe"), 111));
    test(InternalTypeInfo.ofFields(VarCharType.STRING_TYPE, new IntType()), GenericRowData.of(null, null));
    test(new DecimalDataTypeInfo(10, 5), null);
    test(new DecimalDataTypeInfo(10, 5), DecimalDataUtils.castFrom(5.555, 10, 5));
    test(Types.BIG_DEC, null);
    {
        DataFormatConverter converter = getConverter(Types.BIG_DEC);
        Assert.assertTrue(Arrays.deepEquals(new Object[] { converter.toInternal(converter.toExternal(DecimalDataUtils.castFrom(5, 19, 18))) }, new Object[] { DecimalDataUtils.castFrom(5, 19, 18) }));
    }
    test(new ListTypeInfo<>(Types.STRING), null);
    test(new ListTypeInfo<>(Types.STRING), Arrays.asList("ahah", "xx"));
    test(BasicArrayTypeInfo.DOUBLE_ARRAY_TYPE_INFO, new Double[] { 1D, 5D });
    test(BasicArrayTypeInfo.DOUBLE_ARRAY_TYPE_INFO, new Double[] { null, null });
    test(ObjectArrayTypeInfo.getInfoFor(Types.STRING), new String[] { null, null });
    test(ObjectArrayTypeInfo.getInfoFor(Types.STRING), new String[] { "haha", "hehe" });
    test(ObjectArrayTypeInfo.getInfoFor(Types.STRING), new String[] { "haha", "hehe" }, new String[] { "aa", "bb" });
    test(new MapTypeInfo<>(Types.STRING, Types.INT), null);
    HashMap<String, Integer> map = new HashMap<>();
    map.put("haha", 1);
    map.put("hah1", 5);
    map.put(null, null);
    test(new MapTypeInfo<>(Types.STRING, Types.INT), map);
    Tuple2 tuple2 = new Tuple2<>(5, 10);
    TupleTypeInfo tupleTypeInfo = new TupleTypeInfo<>(tuple2.getClass(), Types.INT, Types.INT);
    test(tupleTypeInfo, tuple2);
    test(TypeExtractor.createTypeInfo(MyPojo.class), new MyPojo(1, 3));
}

Example 3 with DecimalDataTypeInfo

use of org.apache.flink.table.runtime.typeutils.DecimalDataTypeInfo in project flink by apache.

the class DataFormatConverters method getPrecision.

private static Tuple2<Integer, Integer> getPrecision(LogicalType logicalType) {
    Tuple2<Integer, Integer> ps = new Tuple2<>();
    if (logicalType instanceof DecimalType) {
        DecimalType decimalType = (DecimalType) logicalType;
        ps.f0 = decimalType.getPrecision();
        ps.f1 = decimalType.getScale();
    } else {
        TypeInformation typeInfo = ((LegacyTypeInformationType) logicalType).getTypeInformation();
        if (typeInfo instanceof BigDecimalTypeInfo) {
            BigDecimalTypeInfo decimalType = (BigDecimalTypeInfo) typeInfo;
            ps.f0 = decimalType.precision();
            ps.f1 = decimalType.scale();
        } else if (typeInfo instanceof DecimalDataTypeInfo) {
            DecimalDataTypeInfo decimalType = (DecimalDataTypeInfo) typeInfo;
            ps.f0 = decimalType.precision();
            ps.f1 = decimalType.scale();
        } else {
            ps.f0 = DecimalDataUtils.DECIMAL_SYSTEM_DEFAULT.getPrecision();
            ps.f1 = DecimalDataUtils.DECIMAL_SYSTEM_DEFAULT.getScale();
        }
    }
    return ps;
}

Example 4 with DecimalDataTypeInfo

use of org.apache.flink.table.runtime.typeutils.DecimalDataTypeInfo in project flink by apache.

the class TypeInfoDataTypeConverter method fromDataTypeToTypeInfo.

public static TypeInformation<?> fromDataTypeToTypeInfo(DataType dataType) {
    Class<?> clazz = dataType.getConversionClass();
    if (clazz.isPrimitive()) {
        final TypeInformation<?> foundTypeInfo = primitiveDataTypeTypeInfoMap.get(clazz.getName());
        if (foundTypeInfo != null) {
            return foundTypeInfo;
        }
    }
    LogicalType logicalType = fromDataTypeToLogicalType(dataType);
    switch(logicalType.getTypeRoot()) {
        case TIMESTAMP_WITHOUT_TIME_ZONE:
            TimestampType timestampType = (TimestampType) logicalType;
            int precision = timestampType.getPrecision();
            if (timestampType.getKind() == TimestampKind.REGULAR) {
                return clazz == TimestampData.class ? new TimestampDataTypeInfo(precision) : (clazz == LocalDateTime.class ? ((3 == precision) ? Types.LOCAL_DATE_TIME : new LegacyLocalDateTimeTypeInfo(precision)) : ((3 == precision) ? Types.SQL_TIMESTAMP : new LegacyTimestampTypeInfo(precision)));
            } else {
                return TypeConversions.fromDataTypeToLegacyInfo(dataType);
            }
        case TIMESTAMP_WITH_LOCAL_TIME_ZONE:
            LocalZonedTimestampType lzTs = (LocalZonedTimestampType) logicalType;
            int precisionLzTs = lzTs.getPrecision();
            if (lzTs.getKind() == TimestampKind.REGULAR) {
                return clazz == TimestampData.class ? new TimestampDataTypeInfo(precisionLzTs) : (clazz == Instant.class ? ((3 == precisionLzTs) ? Types.INSTANT : new LegacyInstantTypeInfo(precisionLzTs)) : TypeConversions.fromDataTypeToLegacyInfo(dataType));
            } else {
                return TypeConversions.fromDataTypeToLegacyInfo(dataType);
            }
        case DECIMAL:
            DecimalType decimalType = (DecimalType) logicalType;
            return clazz == DecimalData.class ? new DecimalDataTypeInfo(decimalType.getPrecision(), decimalType.getScale()) : new BigDecimalTypeInfo(decimalType.getPrecision(), decimalType.getScale());
        case CHAR:
        case // ignore precision
        VARCHAR:
            return clazz == StringData.class ? StringDataTypeInfo.INSTANCE : BasicTypeInfo.STRING_TYPE_INFO;
        case BINARY:
        case // ignore precision
        VARBINARY:
            return PrimitiveArrayTypeInfo.BYTE_PRIMITIVE_ARRAY_TYPE_INFO;
        case INTERVAL_YEAR_MONTH:
            return TimeIntervalTypeInfo.INTERVAL_MONTHS;
        case INTERVAL_DAY_TIME:
            return TimeIntervalTypeInfo.INTERVAL_MILLIS;
        case ARRAY:
            if (dataType instanceof CollectionDataType && !isPrimitive(((CollectionDataType) dataType).getElementDataType().getLogicalType())) {
                return ObjectArrayTypeInfo.getInfoFor(fromDataTypeToTypeInfo(((CollectionDataType) dataType).getElementDataType()));
            } else {
                return TypeConversions.fromDataTypeToLegacyInfo(dataType);
            }
        case MAP:
            KeyValueDataType mapType = (KeyValueDataType) dataType;
            return new MapTypeInfo(fromDataTypeToTypeInfo(mapType.getKeyDataType()), fromDataTypeToTypeInfo(mapType.getValueDataType()));
        case MULTISET:
            return MultisetTypeInfo.getInfoFor(fromDataTypeToTypeInfo(((CollectionDataType) dataType).getElementDataType()));
        case ROW:
            if (RowData.class.isAssignableFrom(dataType.getConversionClass())) {
                return InternalTypeInfo.of((RowType) fromDataTypeToLogicalType(dataType));
            } else if (Row.class == dataType.getConversionClass()) {
                RowType logicalRowType = (RowType) logicalType;
                return new RowTypeInfo(dataType.getChildren().stream().map(TypeInfoDataTypeConverter::fromDataTypeToTypeInfo).toArray(TypeInformation[]::new), logicalRowType.getFieldNames().toArray(new String[0]));
            } else {
                return TypeConversions.fromDataTypeToLegacyInfo(dataType);
            }
        case RAW:
            if (logicalType instanceof RawType) {
                return ExternalTypeInfo.of(dataType);
            }
            return TypeConversions.fromDataTypeToLegacyInfo(dataType);
        default:
            return TypeConversions.fromDataTypeToLegacyInfo(dataType);
    }
}