Array Functions and Operators#
Subscript Operator: []#
The [] operator is used to access an element of an array and is indexed starting from one:
SELECT my_array[1] AS first_element
Concatenation Operator: ||#
The || operator is used to concatenate an array with an array or an element of the same type:
SELECT ARRAY [1] || ARRAY [2]; -- [1, 2]
SELECT ARRAY [1] || 2; -- [1, 2]
SELECT 2 || ARRAY [1]; -- [2, 1]
Array Functions#
- all_match(array(T), function(T, boolean)) boolean#
Returns whether all elements of an array match the given predicate. Returns
trueif all the elements match the predicate (a special case is when the array is empty);falseif one or more elements don’t match;NULLif the predicate function returnsNULLfor one or more elements andtruefor all other elements.
- any_match(array(T), function(T, boolean)) boolean#
Returns whether any elements of an array match the given predicate. Returns
trueif one or more elements match the predicate;falseif none of the elements matches (a special case is when the array is empty);NULLif the predicate function returnsNULLfor one or more elements andfalsefor all other elements.
- array_average(array(double)) double#
Returns the average of all non-null elements of the
array. If there is no non-null elements, returnsnull.
- array_distinct(x) array#
Remove duplicate values from the array
x.
- array_duplicates(array(T)) -> array(bigint/varchar)#
Returns a set of elements that occur more than once in
array.Tmust be coercible tobigintorvarchar.
- array_except(x, y) array#
Returns an array of elements in
xbut not iny, without duplicates.
- array_frequency(array(bigint)) -> map(bigint, int)#
Returns a map: keys are the unique elements in the
array, values are how many times the key appears. Ignores null elements. Empty array returns empty map.
- array_frequency(array(varchar)) -> map(varchar, int)#
Returns a map: keys are the unique elements in the
array, values are how many times the key appears. Ignores null elements. Empty array returns empty map.
- array_has_duplicates(array(T)) boolean#
Returns a boolean: whether
arrayhas any elements that occur more than once.Tmust be coercible tobigintorvarchar.
- array_intersect(x, y) array#
Returns an array of the elements in the intersection of
xandy, without duplicates.
- array_intersect(array(array(E))) -> array(bigint/double)#
Returns an array of the elements in the intersection of all arrays in the given array, without duplicates. E must be coercible to
double. Returnsbigintif T is coercible tobigint. Otherwise, returnsdouble.
- array_join(x, delimiter, null_replacement) varchar#
Concatenates the elements of the given array using the delimiter and an optional string to replace nulls.
- array_max(x) x#
Returns the maximum value of input array.
- array_min(x) x#
Returns the minimum value of input array.
- array_normalize(x, p) array#
Normalizes array
xby dividing each element by the p-norm of the array. It is equivalent toTRANSFORM(array, v -> v / REDUCE(array, 0, (a, v) -> a + POW(ABS(v), p), a -> POW(a, 1 / p)), but the reduce part is only executed once. Returns null if the array is null or there are null array elements.
- array_position(x, element) bigint#
Returns the position of the first occurrence of the
elementin arrayx(or 0 if not found).
- array_position(x, element, instance) bigint#
If
instance > 0, returns the position of the instance-th occurrence of theelementin arrayx. Ifinstance < 0, returns the position of theinstance-to-last occurrence of theelementin arrayx. If no matching element instance is found,0is returned.
- array_remove(x, element) array#
Remove all elements that equal
elementfrom arrayx.
- array_sort(x) array#
Sorts and returns the array
x. The elements ofxmust be orderable. Null elements will be placed at the end of the returned array.
- array_sort(array(T), function(T, T, int)) -> array(T)#
Sorts and returns the
arraybased on the given comparatorfunction. The comparator will take two nullable arguments representing two nullable elements of thearray. It returns -1, 0, or 1 as the first nullable element is less than, equal to, or greater than the second nullable element. If the comparator function returns other values (includingNULL), the query will fail and raise an errorSELECT array_sort(ARRAY [3, 2, 5, 1, 2], (x, y) -> IF(x < y, 1, IF(x = y, 0, -1))); -- [5, 3, 2, 2, 1] SELECT array_sort(ARRAY ['bc', 'ab', 'dc'], (x, y) -> IF(x < y, 1, IF(x = y, 0, -1))); -- ['dc', 'bc', 'ab'] SELECT array_sort(ARRAY [3, 2, null, 5, null, 1, 2], -- sort null first with descending order (x, y) -> CASE WHEN x IS NULL THEN -1 WHEN y IS NULL THEN 1 WHEN x < y THEN 1 WHEN x = y THEN 0 ELSE -1 END); -- [null, null, 5, 3, 2, 2, 1] SELECT array_sort(ARRAY [3, 2, null, 5, null, 1, 2], -- sort null last with descending order (x, y) -> CASE WHEN x IS NULL THEN 1 WHEN y IS NULL THEN -1 WHEN x < y THEN 1 WHEN x = y THEN 0 ELSE -1 END); -- [5, 3, 2, 2, 1, null, null] SELECT array_sort(ARRAY ['a', 'abcd', 'abc'], -- sort by string length (x, y) -> IF(length(x) < length(y), -1, IF(length(x) = length(y), 0, 1))); -- ['a', 'abc', 'abcd'] SELECT array_sort(ARRAY [ARRAY[2, 3, 1], ARRAY[4, 2, 1, 4], ARRAY[1, 2]], -- sort by array length (x, y) -> IF(cardinality(x) < cardinality(y), -1, IF(cardinality(x) = cardinality(y), 0, 1))); -- [[1, 2], [2, 3, 1], [4, 2, 1, 4]]
- array_sum(array(T)) bigint/double#
Returns the sum of all non-null elements of the
array. If there is no non-null elements, returns0. The behavior is similar to aggregation functionsum().Tmust be coercible todouble. Returnsbigintif T is coercible tobigint. Otherwise, returnsdouble.
- arrays_overlap(x, y) boolean#
Tests if arrays
xandyhave any non-null elements in common. Returns null if there are no non-null elements in common but either array contains null.
- array_union(x, y) array#
Returns an array of the elements in the union of
xandy, without duplicates.
- cardinality(x) bigint#
Returns the cardinality (size) of the array
x.
- concat(array1, array2, ..., arrayN) array
Concatenates the arrays
array1,array2,...,arrayN. This function provides the same functionality as the SQL-standard concatenation operator (||).
- combinations(array(T), n) -> array(array(T))#
Returns n-element combinations of the input array. If the input array has no duplicates,
combinationsreturns n-element subsets. Order of subgroup is deterministic but unspecified. Order of elements within a subgroup are deterministic but unspecified.nmust not be greater than 5, and the total size of subgroups generated must be smaller than 100000:SELECT combinations(ARRAY['foo', 'bar', 'boo'],2); --[['foo', 'bar'], ['foo', 'boo']['bar', 'boo']] SELECT combinations(ARRAY[1,2,3,4,5],3); --[[1,2,3], [1,2,4], [1,3,4], [2,3,4]] SELECT combinations(ARRAY[1,2,2],2); --[[1,2],[1,2],[2,2]]
- contains(x, element) boolean#
Returns true if the array
xcontains theelement.
- element_at(array(E), index) E#
Returns element of
arrayat givenindex. Ifindex> 0, this function provides the same functionality as the SQL-standard subscript operator ([]). Ifindex< 0,element_ataccesses elements from the last to the first.
- filter(array(T), function(T, boolean)) -> array(T)#
Constructs an array from those elements of
arrayfor whichfunctionreturns true:SELECT filter(ARRAY [], x -> true); -- [] SELECT filter(ARRAY [5, -6, NULL, 7], x -> x > 0); -- [5, 7] SELECT filter(ARRAY [5, NULL, 7, NULL], x -> x IS NOT NULL); -- [5, 7]
- flatten(x) array#
Flattens an
array(array(T))to anarray(T)by concatenating the contained arrays.
- ngrams(array(T), n) -> array(array(T))#
Returns
n-grams for thearray:SELECT ngrams(ARRAY['foo', 'bar', 'baz', 'foo'], 2); -- [['foo', 'bar'], ['bar', 'baz'], ['baz', 'foo']] SELECT ngrams(ARRAY['foo', 'bar', 'baz', 'foo'], 3); -- [['foo', 'bar', 'baz'], ['bar', 'baz', 'foo']] SELECT ngrams(ARRAY['foo', 'bar', 'baz', 'foo'], 4); -- [['foo', 'bar', 'baz', 'foo']] SELECT ngrams(ARRAY['foo', 'bar', 'baz', 'foo'], 5); -- [['foo', 'bar', 'baz', 'foo']] SELECT ngrams(ARRAY[1, 2, 3, 4], 2); -- [[1, 2], [2, 3], [3, 4]]
- none_match(array(T), function(T, boolean)) boolean#
Returns whether no elements of an array match the given predicate. Returns
trueif none of the elements matches the predicate (a special case is when the array is empty);falseif one or more elements match;NULLif the predicate function returnsNULLfor one or more elements andfalsefor all other elements.
- reduce(array(T), initialState S, inputFunction(S, T, S), outputFunction(S, R)) R#
Returns a single value reduced from
array.inputFunctionwill be invoked for each element inarrayin order. In addition to taking the element,inputFunctiontakes the current state, initiallyinitialState, and returns the new state.outputFunctionwill be invoked to turn the final state into the result value. It may be the identity function (i -> i).SELECT reduce(ARRAY [], 0, (s, x) -> s + x, s -> s); -- 0 SELECT reduce(ARRAY [5, 20, 50], 0, (s, x) -> s + x, s -> s); -- 75 SELECT reduce(ARRAY [5, 20, NULL, 50], 0, (s, x) -> s + x, s -> s); -- NULL SELECT reduce(ARRAY [5, 20, NULL, 50], 0, (s, x) -> s + COALESCE(x, 0), s -> s); -- 75 SELECT reduce(ARRAY [5, 20, NULL, 50], 0, (s, x) -> IF(x IS NULL, s, s + x), s -> s); -- 75 SELECT reduce(ARRAY [2147483647, 1], CAST (0 AS BIGINT), (s, x) -> s + x, s -> s); -- 2147483648 SELECT reduce(ARRAY [5, 6, 10, 20], -- calculates arithmetic average: 10.25 CAST(ROW(0.0, 0) AS ROW(sum DOUBLE, count INTEGER)), (s, x) -> CAST(ROW(x + s.sum, s.count + 1) AS ROW(sum DOUBLE, count INTEGER)), s -> IF(s.count = 0, NULL, s.sum / s.count));
- repeat(element, count) array#
Repeat
elementforcounttimes.
- reverse(x) array
Returns an array which has the reversed order of array
x.
- sequence(start, stop)#
Generate a sequence of integers from
starttostop, incrementing by1ifstartis less than or equal tostop, otherwise-1.
- sequence(start, stop, step)#
Generate a sequence of integers from
starttostop, incrementing bystep.
- sequence(start, stop)#
Generate a sequence of dates from
startdate tostopdate, incrementing by1day ifstartdate is less than or equal tostopdate, otherwise-1day.
- sequence(start, stop, step)#
Generate a sequence of dates from
starttostop, incrementing bystep. The type ofstepcan be eitherINTERVAL DAY TO SECONDorINTERVAL YEAR TO MONTH.
- sequence(start, stop, step)#
Generate a sequence of timestamps from
starttostop, incrementing bystep. The type ofstepcan be eitherINTERVAL DAY TO SECONDorINTERVAL YEAR TO MONTH.
- shuffle(x) array#
Generate a random permutation of the given array
x.
- slice(x, start, length) array#
Subsets array
xstarting from indexstart(or starting from the end ifstartis negative) with a length oflength.
- transform(array(T), function(T, U)) -> array(U)#
Returns an array that is the result of applying
functionto each element ofarray:SELECT transform(ARRAY [], x -> x + 1); -- [] SELECT transform(ARRAY [5, 6], x -> x + 1); -- [6, 7] SELECT transform(ARRAY [5, NULL, 6], x -> COALESCE(x, 0) + 1); -- [6, 1, 7] SELECT transform(ARRAY ['x', 'abc', 'z'], x -> x || '0'); -- ['x0', 'abc0', 'z0'] SELECT transform(ARRAY [ARRAY [1, NULL, 2], ARRAY[3, NULL]], a -> filter(a, x -> x IS NOT NULL)); -- [[1, 2], [3]]
- zip(array1, array2[, ...]) -> array(row)#
Merges the given arrays, element-wise, into a single array of rows. The M-th element of the N-th argument will be the N-th field of the M-th output element. If the arguments have an uneven length, missing values are filled with
NULL.SELECT zip(ARRAY[1, 2], ARRAY['1b', null, '3b']); -- [ROW(1, '1b'), ROW(2, null), ROW(null, '3b')]
- zip_with(array(T), array(U), function(T, U, R)) -> array(R)#
Merges the two given arrays, element-wise, into a single array using
function. If one array is shorter, nulls are appended at the end to match the length of the longer array, before applyingfunction:SELECT zip_with(ARRAY[1, 3, 5], ARRAY['a', 'b', 'c'], (x, y) -> (y, x)); -- [ROW('a', 1), ROW('b', 3), ROW('c', 5)] SELECT zip_with(ARRAY[1, 2], ARRAY[3, 4], (x, y) -> x + y); -- [4, 6] SELECT zip_with(ARRAY['a', 'b', 'c'], ARRAY['d', 'e', 'f'], (x, y) -> concat(x, y)); -- ['ad', 'be', 'cf'] SELECT zip_with(ARRAY['a'], ARRAY['d', null, 'f'], (x, y) -> coalesce(x, y)); -- ['a', null, 'f']