com.facebook.presto.spi.type.BooleanType Java Examples

@Test
public void testNonExistent()
        throws Exception
{
    byte[] json = "{}".getBytes(StandardCharsets.UTF_8);

    JsonKinesisRowDecoder rowDecoder = new JsonKinesisRowDecoder(PROVIDER.get());
    KinesisColumnHandle row1 = new KinesisColumnHandle("", 0, "row1", VarcharType.VARCHAR, "very/deep/varchar", null, null, false, false);
    KinesisColumnHandle row2 = new KinesisColumnHandle("", 1, "row2", BigintType.BIGINT, "no_bigint", null, null, false, false);
    KinesisColumnHandle row3 = new KinesisColumnHandle("", 2, "row3", DoubleType.DOUBLE, "double/is_missing", null, null, false, false);
    KinesisColumnHandle row4 = new KinesisColumnHandle("", 3, "row4", BooleanType.BOOLEAN, "hello", null, null, false, false);

    List<KinesisColumnHandle> columns = ImmutableList.of(row1, row2, row3, row4);
    Set<KinesisFieldValueProvider> providers = new HashSet<>();

    boolean valid = rowDecoder.decodeRow(json, providers, columns, buildMap(columns));
    assertTrue(valid);

    assertEquals(providers.size(), columns.size());

    DecoderTestUtil.checkIsNull(providers, row1);
    DecoderTestUtil.checkIsNull(providers, row2);
    DecoderTestUtil.checkIsNull(providers, row3);
    DecoderTestUtil.checkIsNull(providers, row4);
}
 

public static org.apache.kudu.Type toKuduClientType(Type type) {
    if (type instanceof VarcharType) {
        return org.apache.kudu.Type.STRING;
    } else if (type == TimestampType.TIMESTAMP) {
        return org.apache.kudu.Type.UNIXTIME_MICROS;
    } else if (type == BigintType.BIGINT) {
        return org.apache.kudu.Type.INT64;
    } else if (type == IntegerType.INTEGER) {
        return org.apache.kudu.Type.INT32;
    } else if (type == SmallintType.SMALLINT) {
        return org.apache.kudu.Type.INT16;
    } else if (type == TinyintType.TINYINT) {
        return org.apache.kudu.Type.INT8;
    } else if (type == RealType.REAL) {
        return org.apache.kudu.Type.FLOAT;
    } else if (type == DoubleType.DOUBLE) {
        return org.apache.kudu.Type.DOUBLE;
    } else if (type == BooleanType.BOOLEAN) {
        return org.apache.kudu.Type.BOOL;
    } else if (type instanceof VarbinaryType) {
        return org.apache.kudu.Type.BINARY;
    } else if (type instanceof DecimalType) {
        return org.apache.kudu.Type.DECIMAL;
    } else if (type == DateType.DATE) {
        return org.apache.kudu.Type.STRING;
    } else if (type instanceof CharType) {
        return org.apache.kudu.Type.STRING;
    } else {
        throw new IllegalStateException("Type mapping implemented for Presto type: " + type);
    }
}
 

private static Type fromKuduClientType(org.apache.kudu.Type ktype, ColumnTypeAttributes attributes) {
    switch (ktype) {
        case STRING:
            return VarcharType.VARCHAR;
        case UNIXTIME_MICROS:
            return TimestampType.TIMESTAMP;
        case INT64:
            return BigintType.BIGINT;
        case INT32:
            return IntegerType.INTEGER;
        case INT16:
            return SmallintType.SMALLINT;
        case INT8:
            return TinyintType.TINYINT;
        case FLOAT:
            return RealType.REAL;
        case DOUBLE:
            return DoubleType.DOUBLE;
        case BOOL:
            return BooleanType.BOOLEAN;
        case BINARY:
            return VarbinaryType.VARBINARY;
        case DECIMAL:
            return DecimalType.createDecimalType(attributes.getPrecision(), attributes.getScale());
        default:
            throw new IllegalStateException("Kudu type not implemented for " + ktype);
    }
}
 

public static NullableValue getColumnValue(Type type, PartialRow row, int i) {
    if (row.isNull(i)) {
        return NullableValue.asNull(type);
    } else {
        if (type instanceof VarcharType) {
            return NullableValue.of(type, utf8Slice(row.getString(i)));
        } else if (type == TimestampType.TIMESTAMP) {
            return NullableValue.of(type, row.getLong(i) / 1000);
        } else if (type == BigintType.BIGINT) {
            return NullableValue.of(type, row.getLong(i));
        } else if (type == IntegerType.INTEGER) {
            return NullableValue.of(type, row.getInt(i));
        } else if (type == SmallintType.SMALLINT) {
            return NullableValue.of(type, row.getShort(i));
        } else if (type == TinyintType.TINYINT) {
            return NullableValue.of(type, row.getByte(i));
        } else if (type == DoubleType.DOUBLE) {
            return NullableValue.of(type, row.getDouble(i));
        } else if (type == RealType.REAL) {
            return NullableValue.of(type, (long) floatToRawIntBits(row.getFloat(i)));
        } else if (type == BooleanType.BOOLEAN) {
            return NullableValue.of(type, row.getBoolean(i));
        } else if (type instanceof VarbinaryType) {
            return NullableValue.of(type, wrappedBuffer(row.getBinary(i)));
        } else if (type instanceof DecimalType) {
            return NullableValue.of(type, row.getDecimal(i));
        } else {
            throw new IllegalStateException("Handling of type " + type + " is not implemented");
        }
    }
}
 

public static Object getJavaValue(Type type, Object nativeValue) {
    if (type instanceof VarcharType) {
        return ((Slice) nativeValue).toStringUtf8();
    } else if (type == TimestampType.TIMESTAMP) {
        return ((Long) nativeValue) * 1000;
    } else if (type == BigintType.BIGINT) {
        return nativeValue;
    } else if (type == IntegerType.INTEGER) {
        return ((Long) nativeValue).intValue();
    } else if (type == SmallintType.SMALLINT) {
        return ((Long) nativeValue).shortValue();
    } else if (type == TinyintType.TINYINT) {
        return ((Long) nativeValue).byteValue();
    } else if (type == DoubleType.DOUBLE) {
        return nativeValue;
    } else if (type == RealType.REAL) {
        // conversion can result in precision lost
        return intBitsToFloat(((Long) nativeValue).intValue());
    } else if (type == BooleanType.BOOLEAN) {
        return nativeValue;
    } else if (type instanceof VarbinaryType) {
        return ((Slice) nativeValue).toByteBuffer();
    } else if (type instanceof DecimalType) {
        return nativeValue;
    } else {
        throw new IllegalStateException("Back conversion not implemented for " + type);
    }
}
 

public static Object getObject(Type type, RowResult row, int field) {
    if (row.isNull(field)) {
        return null;
    } else {
        if (type instanceof VarcharType) {
            return row.getString(field);
        } else if (type == TimestampType.TIMESTAMP) {
            return row.getLong(field) / 1000;
        } else if (type == BigintType.BIGINT) {
            return row.getLong(field);
        } else if (type == IntegerType.INTEGER) {
            return row.getInt(field);
        } else if (type == SmallintType.SMALLINT) {
            return row.getShort(field);
        } else if (type == TinyintType.TINYINT) {
            return row.getByte(field);
        } else if (type == DoubleType.DOUBLE) {
            return row.getDouble(field);
        } else if (type == RealType.REAL) {
            return row.getFloat(field);
        } else if (type == BooleanType.BOOLEAN) {
            return row.getBoolean(field);
        } else if (type instanceof VarbinaryType) {
            return Slices.wrappedBuffer(row.getBinary(field));
        } else if (type instanceof DecimalType) {
            return row.getDecimal(field);
        } else {
            throw new IllegalStateException("getObject not implemented for " + type);
        }
    }
}
 

public static boolean getBoolean(Type type, RowResult row, int field) {
    if (type == BooleanType.BOOLEAN) {
        return row.getBoolean(field);
    } else {
        throw new IllegalStateException("getBoolean not implemented for " + type);
    }
}
 

@Test
public void testSimple()
        throws Exception
{
    byte[] json = ByteStreams.toByteArray(TestJsonDecoder.class.getResourceAsStream("/decoder/json/message.json"));

    JsonKinesisRowDecoder rowDecoder = new JsonKinesisRowDecoder(PROVIDER.get());
    KinesisColumnHandle row1 = new KinesisColumnHandle("", 0, "row1", VarcharType.VARCHAR, "source", null, null, false, false);
    KinesisColumnHandle row2 = new KinesisColumnHandle("", 1, "row2", VarcharType.VARCHAR, "user/screen_name", null, null, false, false);
    KinesisColumnHandle row3 = new KinesisColumnHandle("", 2, "row3", BigintType.BIGINT, "id", null, null, false, false);
    KinesisColumnHandle row4 = new KinesisColumnHandle("", 3, "row4", BigintType.BIGINT, "user/statuses_count", null, null, false, false);
    KinesisColumnHandle row5 = new KinesisColumnHandle("", 4, "row5", BooleanType.BOOLEAN, "user/geo_enabled", null, null, false, false);

    List<KinesisColumnHandle> columns = ImmutableList.of(row1, row2, row3, row4, row5);
    Set<KinesisFieldValueProvider> providers = new HashSet<>();

    boolean valid = rowDecoder.decodeRow(json, providers, columns, buildMap(columns));
    assertTrue(valid);

    assertEquals(providers.size(), columns.size());

    DecoderTestUtil.checkValue(providers, row1, "<a href=\"http://twitterfeed.com\" rel=\"nofollow\">twitterfeed</a>");
    DecoderTestUtil.checkValue(providers, row2, "EKentuckyNews");
    DecoderTestUtil.checkValue(providers, row3, 493857959588286460L);
    DecoderTestUtil.checkValue(providers, row4, 7630);
    DecoderTestUtil.checkValue(providers, row5, true);
}
 

private static XContentBuilder buildFieldType(XContentBuilder fieldBuilder, Type type)
        throws IOException
{
    final String dateTimeFormat = "yyyy-MM-dd HH:mm:ss||yyyy-MM-dd||epoch_millis";
    //Type mapping
    // see:https://www.elastic.co/guide/en/elasticsearch/reference/6.3/mapping-types.html
    if (type.equals(BooleanType.BOOLEAN)) {
        return fieldBuilder.field("type", "boolean");
    }
    if (type.equals(BigintType.BIGINT)) {
        return fieldBuilder.field("type", "long");
    }
    if (type.equals(IntegerType.INTEGER)) {
        return fieldBuilder.field("type", "integer");
    }
    if (type.equals(SmallintType.SMALLINT)) {
        return fieldBuilder.field("type", "short");
    }
    if (type.equals(TinyintType.TINYINT)) {
        return fieldBuilder.field("type", "byte");
    }
    if (type.equals(DoubleType.DOUBLE)) {
        return fieldBuilder.field("type", "double");
    }
    if (type.equals(DateType.DATE)) {
        return fieldBuilder.field("type", "date")
                .field("format", dateTimeFormat);
    }
    if (type.equals(TimeType.TIME)) {
        return fieldBuilder.field("type", "date")
                .field("format", dateTimeFormat);
    }
    if (type.equals(TimestampType.TIMESTAMP)) {
        return fieldBuilder.field("type", "date")
                .field("format", dateTimeFormat);
    }
    if (type.equals(TimestampWithTimeZoneType.TIMESTAMP_WITH_TIME_ZONE)) {
        //TODO: TIMESTAMP_WITH_TIME_ZONE
        return fieldBuilder.field("type", "date")
                .field("format", "yyyy-MM-dd HH:mm:ss||yyyy-MM-dd||epoch_millis");
    }
    if (type instanceof DecimalType) {
        return fieldBuilder.field("type", "double");
    }
    if (isVarcharType(type)) {
        //es 2.4.x
        // .field("index", "not_analyzed")
        return fieldBuilder.field("type", "string");
    }
    if (type.equals(VarbinaryType.VARBINARY)) {
        return fieldBuilder.field("type", "binary");
    }
    if (isArrayType(type)) {
        Type elementType = type.getTypeParameters().get(0);
        if (isArrayType(elementType) || isMapType(elementType) || isRowType(elementType)) {
            throw new PrestoException(NOT_SUPPORTED, "sorry unsupported type: " + type);
        }
        return buildFieldType(fieldBuilder, elementType);
    }
    if (isMapType(type)) {
        throw new PrestoException(NOT_SUPPORTED, "sorry unsupported type: " + type);
    }
    if (isRowType(type)) {
        throw new PrestoException(NOT_SUPPORTED, "sorry unsupported type: " + type);
    }

    throw new PrestoException(NOT_SUPPORTED, "unsupported type: " + type);
}
 

private static XContentBuilder buildFieldType(XContentBuilder fieldBuilder, Type type)
        throws IOException
{
    final String dateTimeFormat = "yyyy-MM-dd HH:mm:ss||yyyy-MM-dd||epoch_millis";
    //Type mapping
    // see:https://www.elastic.co/guide/en/elasticsearch/reference/6.3/mapping-types.html
    if (type.equals(BooleanType.BOOLEAN)) {
        return fieldBuilder.field("type", "boolean");
    }
    if (type.equals(BigintType.BIGINT)) {
        return fieldBuilder.field("type", "long");
    }
    if (type.equals(IntegerType.INTEGER)) {
        return fieldBuilder.field("type", "integer");
    }
    if (type.equals(SmallintType.SMALLINT)) {
        return fieldBuilder.field("type", "short");
    }
    if (type.equals(TinyintType.TINYINT)) {
        return fieldBuilder.field("type", "byte");
    }
    if (type.equals(DoubleType.DOUBLE)) {
        return fieldBuilder.field("type", "double");
    }
    if (type.equals(DateType.DATE)) {
        return fieldBuilder.field("type", "date")
                .field("format", dateTimeFormat);
    }
    if (type.equals(TimeType.TIME)) {
        return fieldBuilder.field("type", "date")
                .field("format", dateTimeFormat);
    }
    if (type.equals(TimestampType.TIMESTAMP)) {
        return fieldBuilder.field("type", "date")
                .field("format", dateTimeFormat);
    }
    if (type.equals(TimestampWithTimeZoneType.TIMESTAMP_WITH_TIME_ZONE)) {
        //TODO: TIMESTAMP_WITH_TIME_ZONE
        return fieldBuilder.field("type", "date")
                .field("format", "yyyy-MM-dd HH:mm:ss||yyyy-MM-dd||epoch_millis");
    }
    if (type instanceof DecimalType) {
        return fieldBuilder.field("type", "double");
    }
    if (isVarcharType(type)) {
        //TODO: text or keyword ?
        return fieldBuilder.field("type", "text");
    }
    if (type.equals(VarbinaryType.VARBINARY)) {
        return fieldBuilder.field("type", "binary");
    }
    if (isArrayType(type)) {
        Type elementType = type.getTypeParameters().get(0);
        if (isArrayType(elementType) || isMapType(elementType) || isRowType(elementType)) {
            throw new PrestoException(NOT_SUPPORTED, "sorry unsupported type: " + type);
        }
        return buildFieldType(fieldBuilder, elementType);
    }
    if (isMapType(type)) {
        throw new PrestoException(NOT_SUPPORTED, "sorry unsupported type: " + type);
    }
    if (isRowType(type)) {
        throw new PrestoException(NOT_SUPPORTED, "sorry unsupported type: " + type);
    }

    throw new PrestoException(NOT_SUPPORTED, "unsupported type: " + type);
}
 

private static XContentBuilder buildFieldType(XContentBuilder fieldBuilder, Type type)
        throws IOException
{
    final String dateTimeFormat = "yyyy-MM-dd HH:mm:ss||yyyy-MM-dd||epoch_millis";
    //Type mapping
    // see:https://www.elastic.co/guide/en/elasticsearch/reference/6.3/mapping-types.html
    if (type.equals(BooleanType.BOOLEAN)) {
        return fieldBuilder.field("type", "boolean");
    }
    if (type.equals(BigintType.BIGINT)) {
        return fieldBuilder.field("type", "long");
    }
    if (type.equals(IntegerType.INTEGER)) {
        return fieldBuilder.field("type", "integer");
    }
    if (type.equals(SmallintType.SMALLINT)) {
        return fieldBuilder.field("type", "short");
    }
    if (type.equals(TinyintType.TINYINT)) {
        return fieldBuilder.field("type", "byte");
    }
    if (type.equals(DoubleType.DOUBLE)) {
        return fieldBuilder.field("type", "double");
    }
    if (type.equals(DateType.DATE)) {
        return fieldBuilder.field("type", "date")
                .field("format", dateTimeFormat);
    }
    if (type.equals(TimeType.TIME)) {
        return fieldBuilder.field("type", "date")
                .field("format", dateTimeFormat);
    }
    if (type.equals(TimestampType.TIMESTAMP)) {
        return fieldBuilder.field("type", "date")
                .field("format", dateTimeFormat);
    }
    if (type.equals(TimestampWithTimeZoneType.TIMESTAMP_WITH_TIME_ZONE)) {
        //TODO: TIMESTAMP_WITH_TIME_ZONE
        return fieldBuilder.field("type", "date")
                .field("format", "yyyy-MM-dd HH:mm:ss||yyyy-MM-dd||epoch_millis");
    }
    if (type instanceof DecimalType) {
        return fieldBuilder.field("type", "double");
    }
    if (isVarcharType(type)) {
        //TODO: text or keyword ?
        return fieldBuilder.field("type", "text");
    }
    if (type.equals(VarbinaryType.VARBINARY)) {
        return fieldBuilder.field("type", "binary");
    }
    if (isArrayType(type)) {
        Type elementType = type.getTypeParameters().get(0);
        if (isArrayType(elementType) || isMapType(elementType) || isRowType(elementType)) {
            throw new PrestoException(NOT_SUPPORTED, "sorry unsupported type: " + type);
        }
        return buildFieldType(fieldBuilder, elementType);
    }
    if (isMapType(type)) {
        throw new PrestoException(NOT_SUPPORTED, "sorry unsupported type: " + type);
    }
    if (isRowType(type)) {
        throw new PrestoException(NOT_SUPPORTED, "sorry unsupported type: " + type);
    }

    throw new PrestoException(NOT_SUPPORTED, "unsupported type: " + type);
}
 

private Type getType(String typeName)
{
    log.debug("Get type " + typeName);
    typeName = typeName.toLowerCase();
    // check if type is varchar(xx)
    Pattern vcpattern = Pattern.compile("varchar\\(\\s*(\\d+)\\s*\\)");
    Matcher vcmatcher = vcpattern.matcher(typeName);
    if (vcmatcher.find()) {
        String vlen = vcmatcher.group(1);
        if (!vlen.isEmpty()) {
            return VarcharType.createVarcharType(Integer.parseInt(vlen));
        }
        return UnknownType.UNKNOWN;
    }
    // check if type is char(xx)
    Pattern cpattern = Pattern.compile("char\\(\\s*(\\d+)\\s*\\)");
    Matcher cmatcher = cpattern.matcher(typeName);
    if (cmatcher.find()) {
        String clen = cmatcher.group(1);
        if (!clen.isEmpty()) {
            return CharType.createCharType(Integer.parseInt(clen));
        }
        return UnknownType.UNKNOWN;
    }
    // check if type is decimal(precision, scale)
    Pattern dpattern = Pattern.compile("decimal\\((\\d+)\\s*,?\\s*(\\d*)\\)");
    Matcher dmatcher = dpattern.matcher(typeName);
    if (dmatcher.find()) {
        String dprecision = dmatcher.group(1);
        String dscale = dmatcher.group(2);
        if (dprecision.isEmpty()) {
            return UnknownType.UNKNOWN;
        }
        if (dscale.isEmpty()) {
            return DecimalType.createDecimalType(Integer.parseInt(dprecision));
        }
        return DecimalType.createDecimalType(Integer.parseInt(dprecision), Integer.parseInt(dscale));
    }
    switch (typeName) {
        case "boolean":
            return BooleanType.BOOLEAN;
        case "tinyint":
            return TinyintType.TINYINT;
        case "smallint":
            return SmallintType.SMALLINT;
        case "integer":
            return IntegerType.INTEGER;
        case "bigint":
            return BigintType.BIGINT;
        case "real":
            return RealType.REAL;
        case "double":
            return DoubleType.DOUBLE;
        case "date":
            return DateType.DATE;
        case "time":
            return TimeType.TIME;
        case "timestamp":
            return TimestampType.TIMESTAMP;
        default:
            return UnknownType.UNKNOWN;
    }
}
 

@Test
public void testBooleanStuff()
{
    ByteBuffer buf = ByteBuffer.allocate(100);
    buf.put((byte) 127); // offset 0
    buf.putLong(0); // offset 1
    buf.put((byte) 126); // offset 9
    buf.putLong(1); // offset 10

    buf.put((byte) 125); // offset 18
    buf.putInt(0); // offset 19
    buf.put((byte) 124); // offset 23
    buf.putInt(1); // offset 24

    buf.put((byte) 123); // offset 28
    buf.putShort((short) 0); // offset 29
    buf.put((byte) 122); // offset 31
    buf.putShort((short) 1); // offset 32

    buf.put((byte) 121); // offset 34
    buf.put((byte) 0); // offset 35
    buf.put((byte) 120); // offset 36
    buf.put((byte) 1); // offset 37

    byte[] row = new byte[buf.position()];
    System.arraycopy(buf.array(), 0, row, 0, buf.position());

    RawKinesisRowDecoder rowDecoder = new RawKinesisRowDecoder();
    KinesisColumnHandle row01 = new KinesisColumnHandle("", 0, "row01", BigintType.BIGINT, "0", "BYTE", null, false, false);
    KinesisColumnHandle row02 = new KinesisColumnHandle("", 1, "row02", BooleanType.BOOLEAN, "1", "LONG", null, false, false);
    KinesisColumnHandle row03 = new KinesisColumnHandle("", 2, "row03", BigintType.BIGINT, "9", "BYTE", null, false, false);
    KinesisColumnHandle row04 = new KinesisColumnHandle("", 3, "row04", BooleanType.BOOLEAN, "10", "LONG", null, false, false);

    KinesisColumnHandle row11 = new KinesisColumnHandle("", 4, "row11", BigintType.BIGINT, "18", "BYTE", null, false, false);
    KinesisColumnHandle row12 = new KinesisColumnHandle("", 5, "row12", BooleanType.BOOLEAN, "19", "INT", null, false, false);
    KinesisColumnHandle row13 = new KinesisColumnHandle("", 6, "row13", BigintType.BIGINT, "23", "BYTE", null, false, false);
    KinesisColumnHandle row14 = new KinesisColumnHandle("", 7, "row14", BooleanType.BOOLEAN, "24", "INT", null, false, false);

    KinesisColumnHandle row21 = new KinesisColumnHandle("", 8, "row21", BigintType.BIGINT, "28", "BYTE", null, false, false);
    KinesisColumnHandle row22 = new KinesisColumnHandle("", 9, "row22", BooleanType.BOOLEAN, "29", "SHORT", null, false, false);
    KinesisColumnHandle row23 = new KinesisColumnHandle("", 10, "row23", BigintType.BIGINT, "31", "BYTE", null, false, false);
    KinesisColumnHandle row24 = new KinesisColumnHandle("", 11, "row24", BooleanType.BOOLEAN, "32", "SHORT", null, false, false);

    KinesisColumnHandle row31 = new KinesisColumnHandle("", 12, "row31", BigintType.BIGINT, "34", "BYTE", null, false, false);
    KinesisColumnHandle row32 = new KinesisColumnHandle("", 13, "row32", BooleanType.BOOLEAN, "35", "BYTE", null, false, false);
    KinesisColumnHandle row33 = new KinesisColumnHandle("", 14, "row33", BigintType.BIGINT, "36", "BYTE", null, false, false);
    KinesisColumnHandle row34 = new KinesisColumnHandle("", 15, "row34", BooleanType.BOOLEAN, "37", "BYTE", null, false, false);

    List<KinesisColumnHandle> columns = ImmutableList.of(row01,
            row02,
            row03,
            row04,
            row11,
            row12,
            row13,
            row14,
            row21,
            row22,
            row23,
            row24,
            row31,
            row32,
            row33,
            row34);

    Set<KinesisFieldValueProvider> providers = new HashSet<>();

    boolean valid = rowDecoder.decodeRow(row, providers, columns, buildMap(columns));
    assertTrue(valid);

    assertEquals(providers.size(), columns.size());

    DecoderTestUtil.checkValue(providers, row01, 127);
    DecoderTestUtil.checkValue(providers, row02, false);
    DecoderTestUtil.checkValue(providers, row03, 126);
    DecoderTestUtil.checkValue(providers, row04, true);

    DecoderTestUtil.checkValue(providers, row11, 125);
    DecoderTestUtil.checkValue(providers, row12, false);
    DecoderTestUtil.checkValue(providers, row13, 124);
    DecoderTestUtil.checkValue(providers, row14, true);

    DecoderTestUtil.checkValue(providers, row21, 123);
    DecoderTestUtil.checkValue(providers, row22, false);
    DecoderTestUtil.checkValue(providers, row23, 122);
    DecoderTestUtil.checkValue(providers, row24, true);

    DecoderTestUtil.checkValue(providers, row31, 121);
    DecoderTestUtil.checkValue(providers, row32, false);
    DecoderTestUtil.checkValue(providers, row33, 120);
    DecoderTestUtil.checkValue(providers, row34, true);
}