ClickHouse/docs/en/query_language/functions/array_functions.md
BayoNet 324fd98de6 Update of english documentation (#2918)
* Updating of english translation.

* Some bugs are fixed.
2018-09-04 14:18:59 +03:00

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Functions for working with arrays

empty

Returns 1 for an empty array, or 0 for a non-empty array. The result type is UInt8. The function also works for strings.

notEmpty

Returns 0 for an empty array, or 1 for a non-empty array. The result type is UInt8. The function also works for strings.

length

Returns the number of items in the array. The result type is UInt64. The function also works for strings.

emptyArrayUInt8, emptyArrayUInt16, emptyArrayUInt32, emptyArrayUInt64

emptyArrayInt8, emptyArrayInt16, emptyArrayInt32, emptyArrayInt64

emptyArrayFloat32, emptyArrayFloat64

emptyArrayDate, emptyArrayDateTime

emptyArrayString

Accepts zero arguments and returns an empty array of the appropriate type.

emptyArrayToSingle

Accepts an empty array and returns a one-element array that is equal to the default value.

range(N)

Returns an array of numbers from 0 to N-1. Just in case, an exception is thrown if arrays with a total length of more than 100,000,000 elements are created in a data block.

array(x1, ...), operator [x1, ...]

Creates an array from the function arguments. The arguments must be constants and have types that have the smallest common type. At least one argument must be passed, because otherwise it isn't clear which type of array to create. That is, you can't use this function to create an empty array (to do that, use the 'emptyArray*' function described above). Returns an 'Array(T)' type result, where 'T' is the smallest common type out of the passed arguments.

arrayConcat

Combines arrays passed as arguments.

arrayConcat(arrays)

Arguments

  • arrays Arrays of comma-separated [values].

Example

SELECT arrayConcat([1, 2], [3, 4], [5, 6]) AS res
┌─res───────────┐
│ [1,2,3,4,5,6] │
└───────────────┘

arrayElement(arr, n), operator arr[n]

Get the element with the index 'n' from the array 'arr'.'n' must be any integer type. Indexes in an array begin from one. Negative indexes are supported. In this case, it selects the corresponding element numbered from the end. For example, 'arr[-1]' is the last item in the array.

If the index falls outside of the bounds of an array, it returns some default value (0 for numbers, an empty string for strings, etc.).

has(arr, elem)

Checks whether the 'arr' array has the 'elem' element. Returns 0 if the the element is not in the array, or 1 if it is.

NULL is processed as a value.

SELECT has([1, 2, NULL], NULL)

┌─has([1, 2, NULL], NULL)─┐
│                       1 │
└─────────────────────────┘

indexOf(arr, x)

Returns the index of the first 'x' element (starting from 1) if it is in the array, or 0 if it is not.

Example:

:) select indexOf([1,3,NULL,NULL],NULL)

SELECT indexOf([1, 3, NULL, NULL], NULL)

┌─indexOf([1, 3, NULL, NULL], NULL)─┐
│                                 3 │
└───────────────────────────────────┘

Elements set to NULL are handled as normal values.

countEqual(arr, x)

Returns the number of elements in the array equal to x. Equivalent to arrayCount (elem -> elem = x, arr).

NULL elements are handled as separate values.

Example:

SELECT countEqual([1, 2, NULL, NULL], NULL)

┌─countEqual([1, 2, NULL, NULL], NULL)─┐
│                                    2 │
└──────────────────────────────────────┘

arrayEnumerate(arr)

Returns the array [1, 2, 3, ..., length (arr) ]

This function is normally used with ARRAY JOIN. It allows counting something just once for each array after applying ARRAY JOIN. Example:

SELECT
    count() AS Reaches,
    countIf(num = 1) AS Hits
FROM test.hits
ARRAY JOIN
    GoalsReached,
    arrayEnumerate(GoalsReached) AS num
WHERE CounterID = 160656
LIMIT 10
┌─Reaches─┬──Hits─┐
│   95606 │ 31406 │
└─────────┴───────┘

In this example, Reaches is the number of conversions (the strings received after applying ARRAY JOIN), and Hits is the number of pageviews (strings before ARRAY JOIN). In this particular case, you can get the same result in an easier way:

SELECT
    sum(length(GoalsReached)) AS Reaches,
    count() AS Hits
FROM test.hits
WHERE (CounterID = 160656) AND notEmpty(GoalsReached)
┌─Reaches─┬──Hits─┐
│   95606 │ 31406 │
└─────────┴───────┘

This function can also be used in higher-order functions. For example, you can use it to get array indexes for elements that match a condition.

arrayEnumerateUniq(arr, ...)

Returns an array the same size as the source array, indicating for each element what its position is among elements with the same value. For example: arrayEnumerateUniq([10, 20, 10, 30]) = [1, 1, 2, 1].

This function is useful when using ARRAY JOIN and aggregation of array elements. Example:

SELECT
    Goals.ID AS GoalID,
    sum(Sign) AS Reaches,
    sumIf(Sign, num = 1) AS Visits
FROM test.visits
ARRAY JOIN
    Goals,
    arrayEnumerateUniq(Goals.ID) AS num
WHERE CounterID = 160656
GROUP BY GoalID
ORDER BY Reaches DESC
LIMIT 10
┌──GoalID─┬─Reaches─┬─Visits─┐
│   53225 │    3214 │   1097 │
│ 2825062 │    3188 │   1097 │
│   56600 │    2803 │    488 │
│ 1989037 │    2401 │    365 │
│ 2830064 │    2396 │    910 │
│ 1113562 │    2372 │    373 │
│ 3270895 │    2262 │    812 │
│ 1084657 │    2262 │    345 │
│   56599 │    2260 │    799 │
│ 3271094 │    2256 │    812 │
└─────────┴─────────┴────────┘

In this example, each goal ID has a calculation of the number of conversions (each element in the Goals nested data structure is a goal that was reached, which we refer to as a conversion) and the number of sessions. Without ARRAY JOIN, we would have counted the number of sessions as sum(Sign). But in this particular case, the rows were multiplied by the nested Goals structure, so in order to count each session one time after this, we apply a condition to the value of the arrayEnumerateUniq(Goals.ID) function.

The arrayEnumerateUniq function can take multiple arrays of the same size as arguments. In this case, uniqueness is considered for tuples of elements in the same positions in all the arrays.

SELECT arrayEnumerateUniq([1, 1, 1, 2, 2, 2], [1, 1, 2, 1, 1, 2]) AS res
┌─res───────────┐
│ [1,2,1,1,2,1] │
└───────────────┘

This is necessary when using ARRAY JOIN with a nested data structure and further aggregation across multiple elements in this structure.

arrayPopBack

Removes the last item from the array.

arrayPopBack(array)

Arguments

  • array Array.

Example

SELECT arrayPopBack([1, 2, 3]) AS res
┌─res───┐
│ [1,2] │
└───────┘

arrayPopFront

Removes the first item from the array.

arrayPopFront(array)

Arguments

  • array Array.

Example

SELECT arrayPopFront([1, 2, 3]) AS res
┌─res───┐
│ [2,3] │
└───────┘

arrayPushBack

Adds one item to the end of the array.

arrayPushBack(array, single_value)

Arguments

  • array Array.
  • single_value A single value. Only numbers can be added to an array with numbers, and only strings can be added to an array of strings. When adding numbers, ClickHouse automatically sets the single_value type for the data type of the array. For more information about the types of data in ClickHouse, see "Data types". Can be NULL. The function adds a NULL element to an array, and the type of array elements converts to Nullable.

Example

SELECT arrayPushBack(['a'], 'b') AS res
┌─res───────┐
│ ['a','b'] │
└───────────┘

arrayPushFront

Adds one element to the beginning of the array.

arrayPushFront(array, single_value)

Arguments

  • array Array.
  • single_value A single value. Only numbers can be added to an array with numbers, and only strings can be added to an array of strings. When adding numbers, ClickHouse automatically sets the single_value type for the data type of the array. For more information about the types of data in ClickHouse, see "Data types". Can be NULL. The function adds a NULL element to an array, and the type of array elements converts to Nullable.

Example

SELECT arrayPushBack(['b'], 'a') AS res
┌─res───────┐
│ ['a','b'] │
└───────────┘

arrayResize

Changes the length of the array.

arrayResize(array, size[, extender])

Parameters:

  • array — Array.
  • size — Required length of the array.
    • If size is less than the original size of the array, the array is truncated from the right.
  • If size is larger than the initial size of the array, the array is extended to the right with extender values or default values for the data type of the array items.
  • extender — Value for extending an array. Can be NULL.

Returned value:

An array of length size.

Examples of calls

SELECT arrayResize([1], 3)

┌─arrayResize([1], 3)─┐
│ [1,0,0]             │
└─────────────────────┘
SELECT arrayResize([1], 3, NULL)

┌─arrayResize([1], 3, NULL)─┐
│ [1,NULL,NULL]             │
└───────────────────────────┘

arraySlice

Returns a slice of the array.

arraySlice(array, offset[, length])

Arguments

  • array Array of data.
  • offset Indent from the edge of the array. A positive value indicates an offset on the left, and a negative value is an indent on the right. Numbering of the array items begins with 1.
  • length - The length of the required slice. If you specify a negative value, the function returns an open slice [offset, array_length - length). If you omit the value, the function returns the slice [offset, the_end_of_array].

Example

SELECT arraySlice([1, 2, NULL, 4, 5], 2, 3) AS res
┌─res────────┐
│ [2,NULL,4] │
└────────────┘

Array elements set to NULL are handled as normal values.

arrayUniq(arr, ...)

If one argument is passed, it counts the number of different elements in the array. If multiple arguments are passed, it counts the number of different tuples of elements at corresponding positions in multiple arrays.

If you want to get a list of unique items in an array, you can use arrayReduce('groupUniqArray', arr).

arrayJoin(arr)

A special function. See the section "ArrayJoin function".