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Add SimpleAggregateFunction support for sumMap
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@ -330,9 +330,10 @@ Computes the sum of the numbers, using the same data type for the result as for
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Only works for numbers.
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## sumMap(key, value) {#agg_functions-summap}
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## sumMap(key, value), sumMap(Tuple(key, value)) {#agg_functions-summap}
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Totals the ‘value’ array according to the keys specified in the ‘key’ array.
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Passing tuple of keys and values arrays is synonymical to passing two arrays of keys and values.
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The number of elements in ‘key’ and ‘value’ must be the same for each row that is totaled.
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Returns a tuple of two arrays: keys in sorted order, and values summed for the corresponding keys.
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@ -345,25 +346,28 @@ CREATE TABLE sum_map(
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statusMap Nested(
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status UInt16,
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requests UInt64
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)
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),
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statusMapTuple Tuple(Array(Int32), Array(Int32))
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) ENGINE = Log;
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INSERT INTO sum_map VALUES
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('2000-01-01', '2000-01-01 00:00:00', [1, 2, 3], [10, 10, 10]),
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('2000-01-01', '2000-01-01 00:00:00', [3, 4, 5], [10, 10, 10]),
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('2000-01-01', '2000-01-01 00:01:00', [4, 5, 6], [10, 10, 10]),
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('2000-01-01', '2000-01-01 00:01:00', [6, 7, 8], [10, 10, 10]);
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('2000-01-01', '2000-01-01 00:00:00', [1, 2, 3], [10, 10, 10], ([1, 2, 3], [10, 10, 10])),
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('2000-01-01', '2000-01-01 00:00:00', [3, 4, 5], [10, 10, 10], ([3, 4, 5], [10, 10, 10])),
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('2000-01-01', '2000-01-01 00:01:00', [4, 5, 6], [10, 10, 10], ([4, 5, 6], [10, 10, 10])),
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('2000-01-01', '2000-01-01 00:01:00', [6, 7, 8], [10, 10, 10], ([6, 7, 8], [10, 10, 10]));
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SELECT
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timeslot,
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sumMap(statusMap.status, statusMap.requests)
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sumMap(statusMap.status, statusMap.requests),
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sumMap(statusMapTuple)
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FROM sum_map
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GROUP BY timeslot
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```
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``` text
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┌────────────timeslot─┬─sumMap(statusMap.status, statusMap.requests)─┐
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│ 2000-01-01 00:00:00 │ ([1,2,3,4,5],[10,10,20,10,10]) │
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│ 2000-01-01 00:01:00 │ ([4,5,6,7,8],[10,10,20,10,10]) │
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└─────────────────────┴──────────────────────────────────────────────┘
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┌────────────timeslot─┬─sumMap(statusMap.status, statusMap.requests)─┬─sumMap(statusMapTuple)─────────┐
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│ 2000-01-01 00:00:00 │ ([1,2,3,4,5],[10,10,20,10,10]) │ ([1,2,3,4,5],[10,10,20,10,10]) │
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│ 2000-01-01 00:01:00 │ ([4,5,6,7,8],[10,10,20,10,10]) │ ([4,5,6,7,8],[10,10,20,10,10]) │
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└─────────────────────┴──────────────────────────────────────────────┴────────────────────────────────┘
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```
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## skewPop {#skewpop}
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@ -52,23 +52,37 @@ using SumMapArgs = std::pair<DataTypePtr, DataTypes>;
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SumMapArgs parseArguments(const std::string & name, const DataTypes & arguments)
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{
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if (arguments.size() < 2)
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throw Exception("Aggregate function " + name + " requires at least two arguments of Array type.",
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DataTypes args;
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if (arguments.size() == 1)
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{
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const auto * tuple_type = checkAndGetDataType<DataTypeTuple>(arguments[0].get());
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if (!tuple_type)
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throw Exception("When function " + name + " gets one argument it must be a tuple",
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ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
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const auto elems = tuple_type->getElements();
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args.insert(args.end(), elems.begin(), elems.end());
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}
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else
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args.insert(args.end(), arguments.begin(), arguments.end());
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if (args.size() < 2)
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throw Exception("Aggregate function " + name + " requires at least two arguments of Array type or one argument of tuple of two arrays",
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ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
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const auto * array_type = checkAndGetDataType<DataTypeArray>(arguments[0].get());
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const auto * array_type = checkAndGetDataType<DataTypeArray>(args[0].get());
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if (!array_type)
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throw Exception("First argument for function " + name + " must be an array.",
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throw Exception("First argument for function " + name + " must be an array, not " + args[0]->getName(),
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ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
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DataTypePtr keys_type = array_type->getNestedType();
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DataTypes values_types;
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values_types.reserve(arguments.size() - 1);
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for (size_t i = 1; i < arguments.size(); ++i)
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values_types.reserve(args.size() - 1);
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for (size_t i = 1; i < args.size(); ++i)
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{
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array_type = checkAndGetDataType<DataTypeArray>(arguments[i].get());
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array_type = checkAndGetDataType<DataTypeArray>(args[i].get());
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if (!array_type)
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throw Exception("Argument #" + toString(i) + " for function " + name + " must be an array.",
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ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
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@ -80,6 +80,18 @@ public:
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void add(AggregateDataPtr place, const IColumn ** columns, const size_t row_num, Arena *) const override
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{
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// Check if tuple
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std::unique_ptr<const IColumn *[]> tuple_columns;
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auto tuple_col = checkAndGetColumn<ColumnTuple>(columns[0]);
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if (tuple_col)
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{
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tuple_columns.reset(new const IColumn*[tuple_col->tupleSize()]);
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for (size_t i = 0; i < tuple_col->tupleSize(); i++)
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tuple_columns.get()[i] = &const_cast<IColumn&>(tuple_col->getColumn(i));
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columns = tuple_columns.get();
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}
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// Column 0 contains array of keys of known type
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Field key_field;
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const ColumnArray & array_column0 = assert_cast<const ColumnArray &>(*columns[0]);
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@ -30,7 +30,7 @@ namespace ErrorCodes
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extern const int LOGICAL_ERROR;
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}
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static const std::vector<String> supported_functions{"any", "anyLast", "min", "max", "sum", "groupBitAnd", "groupBitOr", "groupBitXor"};
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static const std::vector<String> supported_functions{"any", "anyLast", "min", "max", "sum", "groupBitAnd", "groupBitOr", "groupBitXor", "sumMap"};
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String DataTypeCustomSimpleAggregateFunction::getName() const
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@ -4,6 +4,7 @@
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2000-01-01 2000-01-01 00:01:00 [6,7,8] [10,10,10]
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([1,2,3,4,5,6,7,8],[10,10,20,20,20,20,10,10])
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([1,2,3,4,5,6,7,8],[10,10,20,20,20,20,10,10])
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([1,2,3,4,5,6,7,8],[10,10,20,20,20,20,10,10])
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2000-01-01 00:00:00 ([1,2,3,4,5],[10,10,20,10,10])
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2000-01-01 00:01:00 ([4,5,6,7,8],[10,10,20,10,10])
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2000-01-01 00:00:00 [1,2,3,4,5] [10,10,20,10,10]
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@ -7,6 +7,7 @@ INSERT INTO sum_map VALUES ('2000-01-01', '2000-01-01 00:00:00', [1, 2, 3], [10,
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SELECT * FROM sum_map ORDER BY timeslot;
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SELECT sumMap(statusMap.status, statusMap.requests) FROM sum_map;
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SELECT sumMap((statusMap.status, statusMap.requests)) FROM sum_map;
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SELECT sumMapMerge(s) FROM (SELECT sumMapState(statusMap.status, statusMap.requests) AS s FROM sum_map);
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SELECT timeslot, sumMap(statusMap.status, statusMap.requests) FROM sum_map GROUP BY timeslot ORDER BY timeslot;
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SELECT timeslot, sumMap(statusMap.status, statusMap.requests).1, sumMap(statusMap.status, statusMap.requests).2 FROM sum_map GROUP BY timeslot ORDER BY timeslot;
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@ -39,6 +39,6 @@ SimpleAggregateFunction(sum, Float64)
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7 14
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8 16
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9 18
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1 1 2 2.2.2.2 3
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10 2222222222222222222222222222222222222222222222222222222222222222222222222222222222222222222222222222 20 20.20.20.20 5
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SimpleAggregateFunction(anyLast, Nullable(String)) SimpleAggregateFunction(anyLast, LowCardinality(Nullable(String))) SimpleAggregateFunction(anyLast, IPv4) SimpleAggregateFunction(groupBitOr, UInt32)
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1 1 2 2.2.2.2 3 ([1,2,3],[2,1,1])
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10 2222222222222222222222222222222222222222222222222222222222222222222222222222222222222222222222222222 20 20.20.20.20 5 ([2,3,4],[2,1,1])
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SimpleAggregateFunction(anyLast, Nullable(String)) SimpleAggregateFunction(anyLast, LowCardinality(Nullable(String))) SimpleAggregateFunction(anyLast, IPv4) SimpleAggregateFunction(groupBitOr, UInt32) SimpleAggregateFunction(sumMap, Tuple(Array(Int32), Array(Int64)))
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@ -24,16 +24,17 @@ create table simple (
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nullable_str SimpleAggregateFunction(anyLast,Nullable(String)),
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low_str SimpleAggregateFunction(anyLast,LowCardinality(Nullable(String))),
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ip SimpleAggregateFunction(anyLast,IPv4),
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status SimpleAggregateFunction(groupBitOr, UInt32)
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status SimpleAggregateFunction(groupBitOr, UInt32),
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tup SimpleAggregateFunction(sumMap, Tuple(Array(Int32), Array(Int64)))
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) engine=AggregatingMergeTree order by id;
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insert into simple values(1,'1','1','1.1.1.1', 1);
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insert into simple values(1,null,'2','2.2.2.2', 2);
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insert into simple values(1,'1','1','1.1.1.1', 1, ([1,2], [1,1]));
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insert into simple values(1,null,'2','2.2.2.2', 2, ([1,3], [1,1]));
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-- String longer then MAX_SMALL_STRING_SIZE (actual string length is 100)
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insert into simple values(10,'10','10','10.10.10.10', 4);
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insert into simple values(10,'2222222222222222222222222222222222222222222222222222222222222222222222222222222222222222222222222222','20','20.20.20.20', 1);
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insert into simple values(10,'10','10','10.10.10.10', 4, ([2,3], [1,1]));
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insert into simple values(10,'2222222222222222222222222222222222222222222222222222222222222222222222222222222222222222222222222222','20','20.20.20.20', 1, ([2, 4], [1,1]));
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select * from simple final;
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select toTypeName(nullable_str),toTypeName(low_str),toTypeName(ip),toTypeName(status) from simple limit 1;
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select toTypeName(nullable_str),toTypeName(low_str),toTypeName(ip),toTypeName(status), toTypeName(tup) from simple limit 1;
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optimize table simple final;
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