Functions for Working with Tuples
tuple
A function that allows grouping multiple columns. For columns C1, C2, ... with the types T1, T2, ..., it returns a named Tuple(C1 T1, C2 T2, ...) type tuple containing these columns if their names are unique and can be treated as unquoted identifiers, otherwise a Tuple(T1, T2, ...) is returned. There is no cost to execute the function. Tuples are normally used as intermediate values for an argument of IN operators, or for creating a list of formal parameters of lambda functions. Tuples can’t be written to a table.
The function implements the operator (x, y, ...)
.
Syntax
tuple(x, y, ...)
tupleElement
A function that allows getting a column from a tuple.
If the second argument is a number index
, it is the column index, starting from 1. If the second argument is a string name
, it represents the name of the element. Besides, we can provide the third optional argument, such that when index out of bounds or no element exist for the name, the default value returned instead of throwing an exception. The second and third arguments, if provided, must be constants. There is no cost to execute the function.
The function implements operators x.index
and x.name
.
Syntax
tupleElement(tuple, index, [, default_value])
tupleElement(tuple, name, [, default_value])
untuple
Performs syntactic substitution of tuple elements in the call location.
The names of the result columns are implementation-specific and subject to change. Do not assume specific column names after untuple
.
Syntax
untuple(x)
You can use the EXCEPT
expression to skip columns as a result of the query.
Arguments
x
— Atuple
function, column, or tuple of elements. Tuple.
Returned value
- None.
Examples
Input table:
┌─key─┬─v1─┬─v2─┬─v3─┬─v4─┬─v5─┬─v6────────┐
│ 1 │ 10 │ 20 │ 40 │ 30 │ 15 │ (33,'ab') │
│ 2 │ 25 │ 65 │ 70 │ 40 │ 6 │ (44,'cd') │
│ 3 │ 57 │ 30 │ 20 │ 10 │ 5 │ (55,'ef') │
│ 4 │ 55 │ 12 │ 7 │ 80 │ 90 │ (66,'gh') │
│ 5 │ 30 │ 50 │ 70 │ 25 │ 55 │ (77,'kl') │
└─────┴────┴────┴────┴────┴────┴───────────┘
Example of using a Tuple
-type column as the untuple
function parameter:
Query:
SELECT untuple(v6) FROM kv;
Result:
┌─_ut_1─┬─_ut_2─┐
│ 33 │ ab │
│ 44 │ cd │
│ 55 │ ef │
│ 66 │ gh │
│ 77 │ kl │
└───────┴───────┘
Example of using an EXCEPT
expression:
Query:
SELECT untuple((* EXCEPT (v2, v3),)) FROM kv;
Result:
┌─key─┬─v1─┬─v4─┬─v5─┬─v6────────┐
│ 1 │ 10 │ 30 │ 15 │ (33,'ab') │
│ 2 │ 25 │ 40 │ 6 │ (44,'cd') │
│ 3 │ 57 │ 10 │ 5 │ (55,'ef') │
│ 4 │ 55 │ 80 │ 90 │ (66,'gh') │
│ 5 │ 30 │ 25 │ 55 │ (77,'kl') │
└─────┴────┴────┴────┴───────────┘
See Also
tupleHammingDistance
Returns the Hamming Distance between two tuples of the same size.
Syntax
tupleHammingDistance(tuple1, tuple2)
Arguments
Tuples should have the same type of the elements.
Returned value
- The Hamming distance.
The result type is calculated the same way it is for Arithmetic functions, based on the number of elements in the input tuples.
SELECT
toTypeName(tupleHammingDistance(tuple(0), tuple(0))) AS t1,
toTypeName(tupleHammingDistance((0, 0), (0, 0))) AS t2,
toTypeName(tupleHammingDistance((0, 0, 0), (0, 0, 0))) AS t3,
toTypeName(tupleHammingDistance((0, 0, 0, 0), (0, 0, 0, 0))) AS t4,
toTypeName(tupleHammingDistance((0, 0, 0, 0, 0), (0, 0, 0, 0, 0))) AS t5
┌─t1────┬─t2─────┬─t3─────┬─t4─────┬─t5─────┐
│ UInt8 │ UInt16 │ UInt32 │ UInt64 │ UInt64 │
└───────┴────────┴────────┴────────┴────────┘
Examples
Query:
SELECT tupleHammingDistance((1, 2, 3), (3, 2, 1)) AS HammingDistance;
Result:
┌─HammingDistance─┐
│ 2 │
└─────────────────┘
Can be used with MinHash functions for detection of semi-duplicate strings:
SELECT tupleHammingDistance(wordShingleMinHash(string), wordShingleMinHashCaseInsensitive(string)) AS HammingDistance
FROM (SELECT 'ClickHouse is a column-oriented database management system for online analytical processing of queries.' AS string);
Result:
┌─HammingDistance─┐
│ 2 │
└─────────────────┘
tupleToNameValuePairs
Turns a named tuple into an array of (name, value) pairs. For a Tuple(a T, b T, ..., c T)
returns Array(Tuple(String, T), ...)
in which the Strings
represents the named fields of the tuple and T
are the values associated with those names. All values in the tuple should be of the same type.
Syntax
tupleToNameValuePairs(tuple)
Arguments
tuple
— Named tuple. Tuple with any types of values.
Returned value
Example
Query:
CREATE TABLE tupletest (col Tuple(user_ID UInt64, session_ID UInt64)) ENGINE = Memory;
INSERT INTO tupletest VALUES (tuple( 100, 2502)), (tuple(1,100));
SELECT tupleToNameValuePairs(col) FROM tupletest;
Result:
┌─tupleToNameValuePairs(col)────────────┐
│ [('user_ID',100),('session_ID',2502)] │
│ [('user_ID',1),('session_ID',100)] │
└───────────────────────────────────────┘
It is possible to transform columns to rows using this function:
CREATE TABLE tupletest (col Tuple(CPU Float64, Memory Float64, Disk Float64)) ENGINE = Memory;
INSERT INTO tupletest VALUES(tuple(3.3, 5.5, 6.6));
SELECT arrayJoin(tupleToNameValuePairs(col)) FROM tupletest;
Result:
┌─arrayJoin(tupleToNameValuePairs(col))─┐
│ ('CPU',3.3) │
│ ('Memory',5.5) │
│ ('Disk',6.6) │
└───────────────────────────────────────┘
If you pass a simple tuple to the function, ClickHouse uses the indexes of the values as their names:
SELECT tupleToNameValuePairs(tuple(3, 2, 1));
Result:
┌─tupleToNameValuePairs(tuple(3, 2, 1))─┐
│ [('1',3),('2',2),('3',1)] │
└───────────────────────────────────────┘
tupleNames
Converts a tuple into an array of column names. For a tuple in the form Tuple(a T, b T, ...)
, it returns an array of strings representing the named columns of the tuple. If the tuple elements do not have explicit names, their indices will be used as the column names instead.
Syntax
tupleNames(tuple)
Arguments
tuple
— Named tuple. Tuple with any types of values.
Returned value
- An array with strings.
Type: Array(Tuple(String, ...)).
Example
Query:
CREATE TABLE tupletest (col Tuple(user_ID UInt64, session_ID UInt64)) ENGINE = Memory;
INSERT INTO tupletest VALUES (tuple(1, 2));
SELECT tupleNames(col) FROM tupletest;
Result:
┌─tupleNames(col)──────────┐
│ ['user_ID','session_ID'] │
└──────────────────────────┘
If you pass a simple tuple to the function, ClickHouse uses the indexes of the columns as their names:
SELECT tupleNames(tuple(3, 2, 1));
Result:
┌─tupleNames((3, 2, 1))─┐
│ ['1','2','3'] │
└───────────────────────┘
tuplePlus
Calculates the sum of corresponding values of two tuples of the same size.
Syntax
tuplePlus(tuple1, tuple2)
Alias: vectorSum
.
Arguments
Returned value
- Tuple with the sum. Tuple.
Example
Query:
SELECT tuplePlus((1, 2), (2, 3));
Result:
┌─tuplePlus((1, 2), (2, 3))─┐
│ (3,5) │
└───────────────────────────┘
tupleMinus
Calculates the subtraction of corresponding values of two tuples of the same size.
Syntax
tupleMinus(tuple1, tuple2)
Alias: vectorDifference
.
Arguments
Returned value
- Tuple with the result of subtraction. Tuple.
Example
Query:
SELECT tupleMinus((1, 2), (2, 3));
Result:
┌─tupleMinus((1, 2), (2, 3))─┐
│ (-1,-1) │
└────────────────────────────┘
tupleMultiply
Calculates the multiplication of corresponding values of two tuples of the same size.
Syntax
tupleMultiply(tuple1, tuple2)
Arguments
Returned value
- Tuple with the multiplication. Tuple.
Example
Query:
SELECT tupleMultiply((1, 2), (2, 3));
Result:
┌─tupleMultiply((1, 2), (2, 3))─┐
│ (2,6) │
└───────────────────────────────┘
tupleDivide
Calculates the division of corresponding values of two tuples of the same size. Note that division by zero will return inf
.
Syntax
tupleDivide(tuple1, tuple2)
Arguments
Returned value
- Tuple with the result of division. Tuple.
Example
Query:
SELECT tupleDivide((1, 2), (2, 3));
Result:
┌─tupleDivide((1, 2), (2, 3))─┐
│ (0.5,0.6666666666666666) │
└─────────────────────────────┘
tupleNegate
Calculates the negation of the tuple values.
Syntax
tupleNegate(tuple)
Arguments
tuple
— Tuple.
Returned value
- Tuple with the result of negation. Tuple.
Example
Query:
SELECT tupleNegate((1, 2));
Result:
┌─tupleNegate((1, 2))─┐
│ (-1,-2) │
└─────────────────────┘
tupleMultiplyByNumber
Returns a tuple with all values multiplied by a number.
Syntax
tupleMultiplyByNumber(tuple, number)
Arguments
Returned value
- Tuple with multiplied values. Tuple.
Example
Query:
SELECT tupleMultiplyByNumber((1, 2), -2.1);
Result:
┌─tupleMultiplyByNumber((1, 2), -2.1)─┐
│ (-2.1,-4.2) │
└─────────────────────────────────────┘
tupleDivideByNumber
Returns a tuple with all values divided by a number. Note that division by zero will return inf
.
Syntax
tupleDivideByNumber(tuple, number)
Arguments
Returned value
- Tuple with divided values. Tuple.
Example
Query:
SELECT tupleDivideByNumber((1, 2), 0.5);
Result:
┌─tupleDivideByNumber((1, 2), 0.5)─┐
│ (2,4) │
└──────────────────────────────────┘
tupleConcat
Combines tuples passed as arguments.
tupleConcat(tuples)
Arguments
tuples
– Arbitrary number of arguments of Tuple type.
Example
SELECT tupleConcat((1, 2), (3, 4), (true, false)) AS res
┌─res──────────────────┐
│ (1,2,3,4,true,false) │
└──────────────────────┘
tupleIntDiv
Does integer division of a tuple of numerators and a tuple of denominators, and returns a tuple of the quotients.
Syntax
tupleIntDiv(tuple_num, tuple_div)
Parameters
tuple_num
: Tuple of numerator values. Tuple of numeric type.tuple_div
: Tuple of divisor values. Tuple of numeric type.
Returned value
- Tuple of the quotients of
tuple_num
andtuple_div
. Tuple of integer values.
Implementation details
- If either
tuple_num
ortuple_div
contain non-integer values then the result is calculated by rounding to the nearest integer for each non-integer numerator or divisor. - An error will be thrown for division by 0.
Examples
Query:
SELECT tupleIntDiv((15, 10, 5), (5, 5, 5));
Result:
┌─tupleIntDiv((15, 10, 5), (5, 5, 5))─┐
│ (3,2,1) │
└─────────────────────────────────────┘
Query:
SELECT tupleIntDiv((15, 10, 5), (5.5, 5.5, 5.5));
Result:
┌─tupleIntDiv((15, 10, 5), (5.5, 5.5, 5.5))─┐
│ (2,1,0) │
└───────────────────────────────────────────┘
tupleIntDivOrZero
Like tupleIntDiv it does integer division of a tuple of numerators and a tuple of denominators, and returns a tuple of the quotients. It does not throw an error for 0 divisors, but rather returns the quotient as 0.
Syntax
tupleIntDivOrZero(tuple_num, tuple_div)
tuple_num
: Tuple of numerator values. Tuple of numeric type.tuple_div
: Tuple of divisor values. Tuple of numeric type.
Returned value
- Tuple of the quotients of
tuple_num
andtuple_div
. Tuple of integer values. - Returns 0 for quotients where the divisor is 0.
Implementation details
- If either
tuple_num
ortuple_div
contain non-integer values then the result is calculated by rounding to the nearest integer for each non-integer numerator or divisor as in tupleIntDiv.
Examples
Query:
SELECT tupleIntDivOrZero((5, 10, 15), (0, 0, 0));
Result:
┌─tupleIntDivOrZero((5, 10, 15), (0, 0, 0))─┐
│ (0,0,0) │
└───────────────────────────────────────────┘
tupleIntDivByNumber
Does integer division of a tuple of numerators by a given denominator, and returns a tuple of the quotients.
Syntax
tupleIntDivByNumber(tuple_num, div)
Parameters
Returned value
- Tuple of the quotients of
tuple_num
anddiv
. Tuple of integer values.
Implementation details
- If either
tuple_num
ordiv
contain non-integer values then the result is calculated by rounding to the nearest integer for each non-integer numerator or divisor. - An error will be thrown for division by 0.
Examples
Query:
SELECT tupleIntDivByNumber((15, 10, 5), 5);
Result:
┌─tupleIntDivByNumber((15, 10, 5), 5)─┐
│ (3,2,1) │
└─────────────────────────────────────┘
Query:
SELECT tupleIntDivByNumber((15.2, 10.7, 5.5), 5.8);
Result:
┌─tupleIntDivByNumber((15.2, 10.7, 5.5), 5.8)─┐
│ (2,1,0) │
└─────────────────────────────────────────────┘
tupleIntDivOrZeroByNumber
Like tupleIntDivByNumber it does integer division of a tuple of numerators by a given denominator, and returns a tuple of the quotients. It does not throw an error for 0 divisors, but rather returns the quotient as 0.
Syntax
tupleIntDivOrZeroByNumber(tuple_num, div)
Parameters
Returned value
- Tuple of the quotients of
tuple_num
anddiv
. Tuple of integer values. - Returns 0 for quotients where the divisor is 0.
Implementation details
- If either
tuple_num
ordiv
contain non-integer values then the result is calculated by rounding to the nearest integer for each non-integer numerator or divisor as in tupleIntDivByNumber.
Examples
Query:
SELECT tupleIntDivOrZeroByNumber((15, 10, 5), 5);
Result:
┌─tupleIntDivOrZeroByNumber((15, 10, 5), 5)─┐
│ (3,2,1) │
└───────────────────────────────────────────┘
Query:
SELECT tupleIntDivOrZeroByNumber((15, 10, 5), 0)
Result:
┌─tupleIntDivOrZeroByNumber((15, 10, 5), 0)─┐
│ (0,0,0) │
└───────────────────────────────────────────┘
tupleModulo
Returns a tuple of the moduli (remainders) of division operations of two tuples.
Syntax
tupleModulo(tuple_num, tuple_mod)
Parameters
tuple_num
: Tuple of numerator values. Tuple of numeric type.tuple_div
: Tuple of modulus values. Tuple of numeric type.
Returned value
- Tuple of the remainders of division of
tuple_num
andtuple_div
. Tuple of non-zero integer values. - An error is thrown for division by zero.
Examples
Query:
SELECT tupleModulo((15, 10, 5), (5, 3, 2));
Result:
┌─tupleModulo((15, 10, 5), (5, 3, 2))─┐
│ (0,1,1) │
└─────────────────────────────────────┘
tupleModuloByNumber
Returns a tuple of the moduli (remainders) of division operations of a tuple and a given divisor.
Syntax
tupleModuloByNumber(tuple_num, div)
Parameters
Returned value
- Tuple of the remainders of division of
tuple_num
anddiv
. Tuple of non-zero integer values. - An error is thrown for division by zero.
Examples
Query:
SELECT tupleModuloByNumber((15, 10, 5), 2);
Result:
┌─tupleModuloByNumber((15, 10, 5), 2)─┐
│ (1,0,1) │
└─────────────────────────────────────┘
flattenTuple
Returns a flattened output
tuple from a nested named input
tuple. Elements of the output
tuple are the paths from the original input
tuple. For instance: Tuple(a Int, Tuple(b Int, c Int)) -> Tuple(a Int, b Int, c Int)
. flattenTuple
can be used to select all paths from type Object
as separate columns.
Syntax
flattenTuple(input)
Parameters
input
: Nested named tuple to flatten. Tuple.
Returned value
output
tuple whose elements are paths from the originalinput
. Tuple.
Example
Query:
CREATE TABLE t_flatten_tuple(t Tuple(t1 Nested(a UInt32, s String), b UInt32, t2 Tuple(k String, v UInt32))) ENGINE = Memory;
INSERT INTO t_flatten_tuple VALUES (([(1, 'a'), (2, 'b')], 3, ('c', 4)));
SELECT flattenTuple(t) FROM t_flatten_tuple;
Result:
┌─flattenTuple(t)───────────┐
│ ([1,2],['a','b'],3,'c',4) │
└───────────────────────────┘
Distance functions
All supported functions are described in distance functions documentation.