String functions

GoogleSQL for BigQuery supports string functions. These string functions work on two different values: STRING and BYTES data types. STRING values must be well-formed UTF-8.

Functions that return position values, such as STRPOS, encode those positions as INT64. The value 1 refers to the first character (or byte), 2 refers to the second, and so on. The value 0 indicates an invalid position. When working on STRING types, the returned positions refer to character positions.

All string comparisons are done byte-by-byte, without regard to Unicode canonical equivalence.

Function list

Name Summary
ASCII Gets the ASCII code for the first character or byte in a STRING or BYTES value.
BYTE_LENGTH Gets the number of BYTES in a STRING or BYTES value.
CHAR_LENGTH Gets the number of characters in a STRING value.
CHARACTER_LENGTH Synonym for CHAR_LENGTH.
CHR Converts a Unicode code point to a character.
CODE_POINTS_TO_BYTES Converts an array of extended ASCII code points to a BYTES value.
CODE_POINTS_TO_STRING Converts an array of extended ASCII code points to a STRING value.
COLLATE Combines a STRING value and a collation specification into a collation specification-supported STRING value.
CONCAT Concatenates one or more STRING or BYTES values into a single result.
CONTAINS_SUBSTR Performs a normalized, case-insensitive search to see if a value exists as a substring in an expression.
EDIT_DISTANCE Computes the Levenshtein distance between two STRING or BYTES values.
ENDS_WITH Checks if a STRING or BYTES value is the suffix of another value.
FORMAT Formats data and produces the results as a STRING value.
FROM_BASE32 Converts a base32-encoded STRING value into a BYTES value.
FROM_BASE64 Converts a base64-encoded STRING value into a BYTES value.
FROM_HEX Converts a hexadecimal-encoded STRING value into a BYTES value.
INITCAP Formats a STRING as proper case, which means that the first character in each word is uppercase and all other characters are lowercase.
INSTR Finds the position of a subvalue inside another value, optionally starting the search at a given offset or occurrence.
LEFT Gets the specified leftmost portion from a STRING or BYTES value.
LENGTH Gets the length of a STRING or BYTES value.
LOWER Formats alphabetic characters in a STRING value as lowercase.

Formats ASCII characters in a BYTES value as lowercase.
LPAD Prepends a STRING or BYTES value with a pattern.
LTRIM Identical to the TRIM function, but only removes leading characters.
NORMALIZE Case-sensitively normalizes the characters in a STRING value.
NORMALIZE_AND_CASEFOLD Case-insensitively normalizes the characters in a STRING value.
OCTET_LENGTH Alias for BYTE_LENGTH.
REGEXP_CONTAINS Checks if a value is a partial match for a regular expression.
REGEXP_EXTRACT Produces a substring that matches a regular expression.
REGEXP_EXTRACT_ALL Produces an array of all substrings that match a regular expression.
REGEXP_INSTR Finds the position of a regular expression match in a value, optionally starting the search at a given offset or occurrence.
REGEXP_REPLACE Produces a STRING value where all substrings that match a regular expression are replaced with a specified value.
REGEXP_SUBSTR Synonym for REGEXP_EXTRACT.
REPEAT Produces a STRING or BYTES value that consists of an original value, repeated.
REPLACE Replaces all occurrences of a pattern with another pattern in a STRING or BYTES value.
REVERSE Reverses a STRING or BYTES value.
RIGHT Gets the specified rightmost portion from a STRING or BYTES value.
RPAD Appends a STRING or BYTES value with a pattern.
RTRIM Identical to the TRIM function, but only removes trailing characters.
SAFE_CONVERT_BYTES_TO_STRING Converts a BYTES value to a STRING value and replace any invalid UTF-8 characters with the Unicode replacement character, U+FFFD.
SOUNDEX Gets the Soundex codes for words in a STRING value.
SPLIT Splits a STRING or BYTES value, using a delimiter.
STARTS_WITH Checks if a STRING or BYTES value is a prefix of another value.
STRPOS Finds the position of the first occurrence of a subvalue inside another value.
SUBSTR Gets a portion of a STRING or BYTES value.
SUBSTRING Alias for SUBSTR
TO_BASE32 Converts a BYTES value to a base32-encoded STRING value.
TO_BASE64 Converts a BYTES value to a base64-encoded STRING value.
TO_CODE_POINTS Converts a STRING or BYTES value into an array of extended ASCII code points.
TO_HEX Converts a BYTES value to a hexadecimal STRING value.
TRANSLATE Within a value, replaces each source character with the corresponding target character.
TRIM Removes the specified leading and trailing Unicode code points or bytes from a STRING or BYTES value.
UNICODE Gets the Unicode code point for the first character in a value.
UPPER Formats alphabetic characters in a STRING value as uppercase.

Formats ASCII characters in a BYTES value as uppercase.

ASCII

ASCII(value)

Description

Returns the ASCII code for the first character or byte in value. Returns 0 if value is empty or the ASCII code is 0 for the first character or byte.

Return type

INT64

Examples

SELECT ASCII('abcd') as A, ASCII('a') as B, ASCII('') as C, ASCII(NULL) as D;

/*-------+-------+-------+-------*
 | A     | B     | C     | D     |
 +-------+-------+-------+-------+
 | 97    | 97    | 0     | NULL  |
 *-------+-------+-------+-------*/

BYTE_LENGTH

BYTE_LENGTH(value)

Description

Gets the number of BYTES in a STRING or BYTES value, regardless of whether the value is a STRING or BYTES type.

Return type

INT64

Examples

WITH example AS
  (SELECT 'абвгд' AS characters, b'абвгд' AS bytes)

SELECT
  characters,
  BYTE_LENGTH(characters) AS string_example,
  bytes,
  BYTE_LENGTH(bytes) AS bytes_example
FROM example;

/*------------+----------------+-------+---------------*
 | characters | string_example | bytes | bytes_example |
 +------------+----------------+-------+---------------+
 | абвгд      | 10             | абвгд | 10            |
 *------------+----------------+-------+---------------*/

CHAR_LENGTH

CHAR_LENGTH(value)

Description

Gets the number of characters in a STRING value.

Return type

INT64

Examples

WITH example AS
  (SELECT 'абвгд' AS characters)

SELECT
  characters,
  CHAR_LENGTH(characters) AS char_length_example
FROM example;

/*------------+---------------------*
 | characters | char_length_example |
 +------------+---------------------+
 | абвгд      |                   5 |
 *------------+---------------------*/

CHARACTER_LENGTH

CHARACTER_LENGTH(value)

Description

Synonym for CHAR_LENGTH.

Return type

INT64

Examples

WITH example AS
  (SELECT 'абвгд' AS characters)

SELECT
  characters,
  CHARACTER_LENGTH(characters) AS char_length_example
FROM example;

/*------------+---------------------*
 | characters | char_length_example |
 +------------+---------------------+
 | абвгд      |                   5 |
 *------------+---------------------*/

CHR

CHR(value)

Description

Takes a Unicode code point and returns the character that matches the code point. Each valid code point should fall within the range of [0, 0xD7FF] and [0xE000, 0x10FFFF]. Returns an empty string if the code point is 0. If an invalid Unicode code point is specified, an error is returned.

To work with an array of Unicode code points, see CODE_POINTS_TO_STRING

Return type

STRING

Examples

SELECT CHR(65) AS A, CHR(255) AS B, CHR(513) AS C, CHR(1024)  AS D;

/*-------+-------+-------+-------*
 | A     | B     | C     | D     |
 +-------+-------+-------+-------+
 | A     | ÿ     | ȁ     | Ѐ     |
 *-------+-------+-------+-------*/
SELECT CHR(97) AS A, CHR(0xF9B5) AS B, CHR(0) AS C, CHR(NULL) AS D;

/*-------+-------+-------+-------*
 | A     | B     | C     | D     |
 +-------+-------+-------+-------+
 | a     | 例    |       | NULL  |
 *-------+-------+-------+-------*/

CODE_POINTS_TO_BYTES

CODE_POINTS_TO_BYTES(ascii_code_points)

Description

Takes an array of extended ASCII code points as ARRAY<INT64> and returns BYTES.

To convert from BYTES to an array of code points, see TO_CODE_POINTS.

Return type

BYTES

Examples

The following is a basic example using CODE_POINTS_TO_BYTES.

SELECT CODE_POINTS_TO_BYTES([65, 98, 67, 100]) AS bytes;

-- Note that the result of CODE_POINTS_TO_BYTES is of type BYTES, displayed as a base64-encoded string.
-- In BYTES format, b'AbCd' is the result.
/*----------*
 | bytes    |
 +----------+
 | QWJDZA== |
 *----------*/

The following example uses a rotate-by-13 places (ROT13) algorithm to encode a string.

SELECT CODE_POINTS_TO_BYTES(ARRAY_AGG(
  (SELECT
      CASE
        WHEN chr BETWEEN b'a' and b'z'
          THEN TO_CODE_POINTS(b'a')[offset(0)] +
            MOD(code+13-TO_CODE_POINTS(b'a')[offset(0)],26)
        WHEN chr BETWEEN b'A' and b'Z'
          THEN TO_CODE_POINTS(b'A')[offset(0)] +
            MOD(code+13-TO_CODE_POINTS(b'A')[offset(0)],26)
        ELSE code
      END
   FROM
     (SELECT code, CODE_POINTS_TO_BYTES([code]) chr)
  ) ORDER BY OFFSET)) AS encoded_string
FROM UNNEST(TO_CODE_POINTS(b'Test String!')) code WITH OFFSET;

-- Note that the result of CODE_POINTS_TO_BYTES is of type BYTES, displayed as a base64-encoded string.
-- In BYTES format, b'Grfg Fgevat!' is the result.
/*------------------*
 | encoded_string   |
 +------------------+
 | R3JmZyBGZ2V2YXQh |
 *------------------*/

CODE_POINTS_TO_STRING

CODE_POINTS_TO_STRING(unicode_code_points)

Description

Takes an array of Unicode code points as ARRAY<INT64> and returns a STRING.

To convert from a string to an array of code points, see TO_CODE_POINTS.

Return type

STRING

Examples

The following are basic examples using CODE_POINTS_TO_STRING.

SELECT CODE_POINTS_TO_STRING([65, 255, 513, 1024]) AS string;

/*--------*
 | string |
 +--------+
 | AÿȁЀ   |
 *--------*/
SELECT CODE_POINTS_TO_STRING([97, 0, 0xF9B5]) AS string;

/*--------*
 | string |
 +--------+
 | a例    |
 *--------*/
SELECT CODE_POINTS_TO_STRING([65, 255, NULL, 1024]) AS string;

/*--------*
 | string |
 +--------+
 | NULL   |
 *--------*/

The following example computes the frequency of letters in a set of words.

WITH Words AS (
  SELECT word
  FROM UNNEST(['foo', 'bar', 'baz', 'giraffe', 'llama']) AS word
)
SELECT
  CODE_POINTS_TO_STRING([code_point]) AS letter,
  COUNT(*) AS letter_count
FROM Words,
  UNNEST(TO_CODE_POINTS(word)) AS code_point
GROUP BY 1
ORDER BY 2 DESC;

/*--------+--------------*
 | letter | letter_count |
 +--------+--------------+
 | a      | 5            |
 | f      | 3            |
 | r      | 2            |
 | b      | 2            |
 | l      | 2            |
 | o      | 2            |
 | g      | 1            |
 | z      | 1            |
 | e      | 1            |
 | m      | 1            |
 | i      | 1            |
 *--------+--------------*/

COLLATE

COLLATE(value, collate_specification)

Takes a STRING and a collation specification. Returns a STRING with a collation specification. If collate_specification is empty, returns a value with collation removed from the STRING.

The collation specification defines how the resulting STRING can be compared and sorted. To learn more, see Working with collation.

  • collation_specification must be a string literal, otherwise an error is thrown.
  • Returns NULL if value is NULL.

Return type

STRING

Examples

In this example, the weight of a is less than the weight of Z. This is because the collate specification, und:ci assigns more weight to Z.

WITH Words AS (
  SELECT
    COLLATE('a', 'und:ci') AS char1,
    COLLATE('Z', 'und:ci') AS char2
)
SELECT ( Words.char1 < Words.char2 ) AS a_less_than_Z
FROM Words;

/*----------------*
 | a_less_than_Z  |
 +----------------+
 | TRUE           |
 *----------------*/

In this example, the weight of a is greater than the weight of Z. This is because the default collate specification assigns more weight to a.

WITH Words AS (
  SELECT
    'a' AS char1,
    'Z' AS char2
)
SELECT ( Words.char1 < Words.char2 ) AS a_less_than_Z
FROM Words;

/*----------------*
 | a_less_than_Z  |
 +----------------+
 | FALSE          |
 *----------------*/

CONCAT

CONCAT(value1[, ...])

Description

Concatenates one or more values into a single result. All values must be BYTES or data types that can be cast to STRING.

The function returns NULL if any input argument is NULL.

Return type

STRING or BYTES

Examples

SELECT CONCAT('T.P.', ' ', 'Bar') as author;

/*---------------------*
 | author              |
 +---------------------+
 | T.P. Bar            |
 *---------------------*/
SELECT CONCAT('Summer', ' ', 1923) as release_date;

/*---------------------*
 | release_date        |
 +---------------------+
 | Summer 1923         |
 *---------------------*/

With Employees AS
  (SELECT
    'John' AS first_name,
    'Doe' AS last_name
  UNION ALL
  SELECT
    'Jane' AS first_name,
    'Smith' AS last_name
  UNION ALL
  SELECT
    'Joe' AS first_name,
    'Jackson' AS last_name)

SELECT
  CONCAT(first_name, ' ', last_name)
  AS full_name
FROM Employees;

/*---------------------*
 | full_name           |
 +---------------------+
 | John Doe            |
 | Jane Smith          |
 | Joe Jackson         |
 *---------------------*/

CONTAINS_SUBSTR

CONTAINS_SUBSTR(expression, search_value_literal[, json_scope=>json_scope_value])

json_scope_value:
  { 'JSON_VALUES' | 'JSON_KEYS' | 'JSON_KEYS_AND_VALUES' }

Description

Performs a normalized, case-insensitive search to see if a value exists as a substring in an expression. Returns TRUE if the value exists, otherwise returns FALSE.

Before values are compared, they are normalized and case folded with NFKC normalization. Wildcard searches are not supported.

Arguments

  • search_value_literal: The value to search for. It must be a STRING literal or a STRING constant expression.
  • expression: The data to search over. The expression can be a column or table reference. A table reference is evaluated as a STRUCT whose fields are the columns of the table. A column reference is evaluated as one the following data types:

    • STRING
    • INT64
    • BOOL
    • NUMERIC
    • BIGNUMERIC
    • TIMESTAMP
    • TIME
    • DATE
    • DATETIME
    • ARRAY
    • STRUCT

    When the expression is evaluated, the result is cast to a STRING, and then the function looks for the search value in the result.

    You can perform a cross-field search on an expression that evaluates to a STRUCT or ARRAY. If the expression evaluates to a STRUCT, the cross-field search is recursive and includes all subfields inside the STRUCT.

    In a cross-field search, each field and subfield is individually converted to a string and searched for the value. The function returns TRUE if at least one field includes the search value; otherwise, if at least one field is NULL, it returns NULL; otherwise, if the search value is not found and all fields are non-NULL, it returns FALSE.

    If the expression is NULL, the return value is NULL.

  • json_scope: This optional mandatory-named argument takes one of the following values to indicate the scope of JSON data to be searched. It has no effect if expression is not JSON or does not contain a JSON field.

    • 'JSON_VALUES': Only the JSON values are searched. If json_scope is not provided, this is used by default.
    • 'JSON_KEYS': Only the JSON keys are searched.
    • 'JSON_KEYS_AND_VALUES': The JSON keys and values are searched.

Return type

BOOL

Examples

The following query returns TRUE because this case-insensitive match was found: blue house and Blue house.

SELECT CONTAINS_SUBSTR('the blue house', 'Blue house') AS result;

/*--------*
 | result |
 +--------+
 | true   |
 *--------*/

The following query returns TRUE similar to the above example, but in this case the search value is a constant expression with CONCAT function.

SELECT CONTAINS_SUBSTR('the blue house', CONCAT('Blue ', 'house')) AS result;

/*--------*
 | result |
 +--------+
 | true   |
 *--------*/

The following query returns FALSE because blue was not found in the red house.

SELECT CONTAINS_SUBSTR('the red house', 'blue') AS result;

/*--------*
 | result |
 +--------+
 | false  |
 *--------*/

The following query returns TRUE because and IX represent the same normalized value.

SELECT '\u2168 day' AS a, 'IX' AS b, CONTAINS_SUBSTR('\u2168', 'IX') AS result;

/*----------------------*
 | a      | b  | result |
 +----------------------+
 | Ⅸ day | IX | true   |
 *----------------------*/

The following query returns TRUE because 35 was found inside a STRUCT field.

SELECT CONTAINS_SUBSTR((23, 35, 41), '35') AS result;

/*--------*
 | result |
 +--------+
 | true   |
 *--------*/

The following query returns TRUE because jk was found during a recursive search inside a STRUCT.

SELECT CONTAINS_SUBSTR(('abc', ['def', 'ghi', 'jkl'], 'mno'), 'jk');

/*--------*
 | result |
 +--------+
 | true   |
 *--------*/

The following query returns TRUE because NULLs are ignored when a match is found found inside a STRUCT or ARRAY.

SELECT CONTAINS_SUBSTR((23, NULL, 41), '41') AS result;

/*--------*
 | result |
 +--------+
 | true   |
 *--------*/

The following query returns NULL because a NULL existed in a STRUCT that did not result in a match.

SELECT CONTAINS_SUBSTR((23, NULL, 41), '35') AS result;

/*--------*
 | result |
 +--------+
 | null   |
 *--------*/

In the following query, an error is thrown because the search value cannot be a literal NULL.

SELECT CONTAINS_SUBSTR('hello', NULL) AS result;
-- Throws an error

The following examples reference a table called Recipes that you can emulate with a WITH clause like this:

WITH Recipes AS
 (SELECT 'Blueberry pancakes' as Breakfast, 'Egg salad sandwich' as Lunch, 'Potato dumplings' as Dinner UNION ALL
  SELECT 'Potato pancakes', 'Toasted cheese sandwich', 'Beef stroganoff' UNION ALL
  SELECT 'Ham scramble', 'Steak avocado salad', 'Tomato pasta' UNION ALL
  SELECT 'Avocado toast', 'Tomato soup', 'Blueberry salmon' UNION ALL
  SELECT 'Corned beef hash', 'Lentil potato soup', 'Glazed ham')
SELECT * FROM Recipes;

/*-------------------+-------------------------+------------------*
 | Breakfast         | Lunch                   | Dinner           |
 +-------------------+-------------------------+------------------+
 | Bluberry pancakes | Egg salad sandwich      | Potato dumplings |
 | Potato pancakes   | Toasted cheese sandwich | Beef stroganoff  |
 | Ham scramble      | Steak avocado salad     | Tomato pasta     |
 | Avocado toast     | Tomato soup             | Blueberry samon  |
 | Corned beef hash  | Lentil potato soup      | Glazed ham       |
 *-------------------+-------------------------+------------------*/

The following query searches across all columns of the Recipes table for the value toast and returns the rows that contain this value.

SELECT * FROM Recipes WHERE CONTAINS_SUBSTR(Recipes, 'toast');

/*-------------------+-------------------------+------------------*
 | Breakfast         | Lunch                   | Dinner           |
 +-------------------+-------------------------+------------------+
 | Potato pancakes   | Toasted cheese sandwich | Beef stroganoff  |
 | Avocado toast     | Tomato soup             | Blueberry samon  |
 *-------------------+-------------------------+------------------*/

The following query searches the Lunch and Dinner columns of the Recipe table for the value potato and returns the row if either column contains this value.

SELECT * FROM Recipes WHERE CONTAINS_SUBSTR((Lunch, Dinner), 'potato');

/*-------------------+-------------------------+------------------*
 | Breakfast         | Lunch                   | Dinner           |
 +-------------------+-------------------------+------------------+
 | Bluberry pancakes | Egg salad sandwich      | Potato dumplings |
 | Corned beef hash  | Lentil potato soup      | Glazed ham       |
 *-------------------+-------------------------+------------------*/

The following query searches across all columns of the Recipes table except for the Lunch and Dinner columns. It returns the rows of any columns other than Lunch or Dinner that contain the value potato.

SELECT *
FROM Recipes
WHERE CONTAINS_SUBSTR(
  (SELECT AS STRUCT Recipes.* EXCEPT (Lunch, Dinner)),
  'potato'
);

/*-------------------+-------------------------+------------------*
 | Breakfast         | Lunch                   | Dinner           |
 +-------------------+-------------------------+------------------+
 | Potato pancakes   | Toasted cheese sandwich | Beef stroganoff  |
 *-------------------+-------------------------+------------------*/

The following query searches for the value lunch in the JSON {"lunch":"soup"} and returns FALSE because the default json_scope is "JSON_VALUES", and lunch is a JSON key, not a JSON value.

SELECT CONTAINS_SUBSTR(JSON '{"lunch":"soup"}',"lunch") AS result;

/*--------*
 | result |
 +--------+
 | FALSE  |
 *--------*/

The following query searches for the value lunch in the values of the JSON {"lunch":"soup"} and returns FALSE because lunch is a JSON key, not a JSON value.

SELECT CONTAINS_SUBSTR(JSON '{"lunch":"soup"}',
                       "lunch",
                       json_scope=>"JSON_VALUES") AS result;

/*--------*
 | result |
 +--------+
 | FALSE  |
 *--------*/

The following query searches for the value lunch in the keys and values of the JSON {"lunch":"soup"} and returns TRUE because lunch is a JSON key.

SELECT CONTAINS_SUBSTR(JSON '{"lunch":"soup"}',
                       "lunch",
                       json_scope=>"JSON_KEYS_AND_VALUES") AS result;

/*--------*
 | result |
 +--------+
 | TRUE   |
 *--------*/

The following query searches for the value lunch in the keys of the JSON {"lunch":"soup"} and returns TRUE because lunch is a JSON key.

SELECT CONTAINS_SUBSTR(JSON '{"lunch":"soup"}',
                       "lunch",
                       json_scope=>"JSON_KEYS") AS result;

/*--------*
 | result |
 +--------+
 | TRUE   |
 *--------*/

EDIT_DISTANCE

EDIT_DISTANCE(value1, value2, [max_distance => max_distance_value])

Description

Computes the Levenshtein distance between two STRING or BYTES values.

Definitions

  • value1: The first STRING or BYTES value to compare.
  • value2: The second STRING or BYTES value to compare.
  • max_distance: Optional mandatory-named argument. Takes a non-negative INT64 value that represents the maximum distance between the two values to compute.

    If this distance is exceeded, the function returns this value. The default value for this argument is the maximum size of value1 and value2.

Details

If value1 or value2 is NULL, NULL is returned.

You can only compare values of the same type. Otherwise, an error is produced.

Return type

INT64

Examples

In the following example, the first character in both strings is different:

SELECT EDIT_DISTANCE('a', 'b') AS results;

/*---------*
 | results |
 +---------+
 | 1       |
 *---------*/

In the following example, the first and second characters in both strings are different:

SELECT EDIT_DISTANCE('aa', 'b') AS results;

/*---------*
 | results |
 +---------+
 | 2       |
 *---------*/

In the following example, only the first character in both strings is different:

SELECT EDIT_DISTANCE('aa', 'ba') AS results;

/*---------*
 | results |
 +---------+
 | 1       |
 *---------*/

In the following example, the last six characters are different, but because the maximum distance is 2, this function exits early and returns 2, the maximum distance:

SELECT EDIT_DISTANCE('abcdefg', 'a', max_distance => 2) AS results;

/*---------*
 | results |
 +---------+
 | 2       |
 *---------*/

ENDS_WITH

ENDS_WITH(value, suffix)

Description

Takes two STRING or BYTES values. Returns TRUE if suffix is a suffix of value.

This function supports specifying collation.

Return type

BOOL

Examples

WITH items AS
  (SELECT 'apple' as item
  UNION ALL
  SELECT 'banana' as item
  UNION ALL
  SELECT 'orange' as item)

SELECT
  ENDS_WITH(item, 'e') as example
FROM items;

/*---------*
 | example |
 +---------+
 |    True |
 |   False |
 |    True |
 *---------*/

FORMAT

FORMAT(format_string_expression, data_type_expression[, ...])

Description

FORMAT formats a data type expression as a string.

  • format_string_expression: Can contain zero or more format specifiers. Each format specifier is introduced by the % symbol, and must map to one or more of the remaining arguments. In general, this is a one-to-one mapping, except when the * specifier is present. For example, %.*i maps to two arguments—a length argument and a signed integer argument. If the number of arguments related to the format specifiers is not the same as the number of arguments, an error occurs.
  • data_type_expression: The value to format as a string. This can be any GoogleSQL data type.

Return type

STRING

Examples

Description Statement Result
Simple integer FORMAT('%d', 10) 10
Integer with left blank padding FORMAT('|%10d|', 11) |           11|
Integer with left zero padding FORMAT('+%010d+', 12) +0000000012+
Integer with commas FORMAT("%'d", 123456789) 123,456,789
STRING FORMAT('-%s-', 'abcd efg') -abcd efg-
FLOAT64 FORMAT('%f %E', 1.1, 2.2) 1.100000 2.200000E+00
DATE FORMAT('%t', date '2015-09-01') 2015-09-01
TIMESTAMP FORMAT('%t', timestamp '2015-09-01 12:34:56 America/Los_Angeles') 2015‑09‑01 19:34:56+00

The FORMAT() function does not provide fully customizable formatting for all types and values, nor formatting that is sensitive to locale.

If custom formatting is necessary for a type, you must first format it using type-specific format functions, such as FORMAT_DATE() or FORMAT_TIMESTAMP(). For example:

SELECT FORMAT('date: %s!', FORMAT_DATE('%B %d, %Y', date '2015-01-02'));

Returns

date: January 02, 2015!

Supported format specifiers

%[flags][width][.precision]specifier

A format specifier adds formatting when casting a value to a string. It can optionally contain these sub-specifiers:

Additional information about format specifiers:

Format specifiers
Specifier Description Examples Types
d or i Decimal integer 392 INT64
o Octal

Note: If an INT64 value is negative, an error is produced.
610 INT64
x Hexadecimal integer

Note: If an INT64 value is negative, an error is produced.
7fa INT64
X Hexadecimal integer (uppercase)

Note: If an INT64 value is negative, an error is produced.
7FA INT64
f Decimal notation, in [-](integer part).(fractional part) for finite values, and in lowercase for non-finite values 392.650000
inf
nan
NUMERIC
BIGNUMERIC
FLOAT64
F Decimal notation, in [-](integer part).(fractional part) for finite values, and in uppercase for non-finite values 392.650000
INF
NAN
NUMERIC
BIGNUMERIC
FLOAT64
e Scientific notation (mantissa/exponent), lowercase 3.926500e+02
inf
nan
NUMERIC
BIGNUMERIC
FLOAT64
E Scientific notation (mantissa/exponent), uppercase 3.926500E+02
INF
NAN
NUMERIC
BIGNUMERIC
FLOAT64
g Either decimal notation or scientific notation, depending on the input value's exponent and the specified precision. Lowercase. See %g and %G behavior for details. 392.65
3.9265e+07
inf
nan
NUMERIC
BIGNUMERIC
FLOAT64
G Either decimal notation or scientific notation, depending on the input value's exponent and the specified precision. Uppercase. See %g and %G behavior for details. 392.65
3.9265E+07
INF
NAN
NUMERIC
BIGNUMERIC
FLOAT64
p Produces a one-line printable string representing JSON. See %p and %P behavior.
{"month":10,"year":2019}
JSON
P Produces a multi-line printable string representing JSON. See %p and %P behavior.
{
  "month": 10,
  "year": 2019
}
JSON
s String of characters sample STRING
t Returns a printable string representing the value. Often looks similar to casting the argument to STRING. See %t and %T behavior. sample
2014‑01‑01
Any type
T Produces a string that is a valid GoogleSQL constant with a similar type to the value's type (maybe wider, or maybe string). See %t and %T behavior. 'sample'
b'bytes sample'
1234
2.3
date '2014‑01‑01'
Any type
% '%%' produces a single '%' % n/a

The format specifier can optionally contain the sub-specifiers identified above in the specifier prototype.

These sub-specifiers must comply with the following specifications.

Flags
Flags Description
- Left-justify within the given field width; Right justification is the default (see width sub-specifier)
+ Forces to precede the result with a plus or minus sign (+ or -) even for positive numbers. By default, only negative numbers are preceded with a - sign
<space> If no sign is going to be written, a blank space is inserted before the value
#
  • For `%o`, `%x`, and `%X`, this flag means to precede the value with 0, 0x or 0X respectively for values different than zero.
  • For `%f`, `%F`, `%e`, and `%E`, this flag means to add the decimal point even when there is no fractional part, unless the value is non-finite.
  • For `%g` and `%G`, this flag means to add the decimal point even when there is no fractional part unless the value is non-finite, and never remove the trailing zeros after the decimal point.
0 Left-pads the number with zeroes (0) instead of spaces when padding is specified (see width sub-specifier)
'

Formats integers using the appropriating grouping character. For example:

  • FORMAT("%'d", 12345678) returns 12,345,678
  • FORMAT("%'x", 12345678) returns bc:614e
  • FORMAT("%'o", 55555) returns 15,4403
  • This flag is only relevant for decimal, hex, and octal values.

Flags may be specified in any order. Duplicate flags are not an error. When flags are not relevant for some element type, they are ignored.

Width
Width Description
<number> Minimum number of characters to be printed. If the value to be printed is shorter than this number, the result is padded with blank spaces. The value is not truncated even if the result is larger
* The width is not specified in the format string, but as an additional integer value argument preceding the argument that has to be formatted
Precision
Precision Description
.<number>
  • For integer specifiers `%d`, `%i`, `%o`, `%u`, `%x`, and `%X`: precision specifies the minimum number of digits to be written. If the value to be written is shorter than this number, the result is padded with trailing zeros. The value is not truncated even if the result is longer. A precision of 0 means that no character is written for the value 0.
  • For specifiers `%a`, `%A`, `%e`, `%E`, `%f`, and `%F`: this is the number of digits to be printed after the decimal point. The default value is 6.
  • For specifiers `%g` and `%G`: this is the number of significant digits to be printed, before the removal of the trailing zeros after the decimal point. The default value is 6.
.* The precision is not specified in the format string, but as an additional integer value argument preceding the argument that has to be formatted
%g and %G behavior

The %g and %G format specifiers choose either the decimal notation (like the %f and %F specifiers) or the scientific notation (like the %e and %E specifiers), depending on the input value's exponent and the specified precision.

Let p stand for the specified precision (defaults to 6; 1 if the specified precision is less than 1). The input value is first converted to scientific notation with precision = (p - 1). If the resulting exponent part x is less than -4 or no less than p, the scientific notation with precision = (p - 1) is used; otherwise the decimal notation with precision = (p - 1 - x) is used.

Unless # flag is present, the trailing zeros after the decimal point are removed, and the decimal point is also removed if there is no digit after it.

%p and %P behavior

The %p format specifier produces a one-line printable string. The %P format specifier produces a multi-line printable string. You can use these format specifiers with the following data types:

Type %p %P
JSON

JSON input:

JSON '
{
  "month": 10,
  "year": 2019
}
'

Produces a one-line printable string representing JSON:

{"month":10,"year":2019}

JSON input:

JSON '
{
  "month": 10,
  "year": 2019
}
'

Produces a multi-line printable string representing JSON:

{
  "month": 10,
  "year": 2019
}
%t and %T behavior

The %t and %T format specifiers are defined for all types. The width, precision, and flags act as they do for %s: the width is the minimum width and the STRING will be padded to that size, and precision is the maximum width of content to show and the STRING will be truncated to that size, prior to padding to width.

The %t specifier is always meant to be a readable form of the value.

The %T specifier is always a valid SQL literal of a similar type, such as a wider numeric type. The literal will not include casts or a type name, except for the special case of non-finite floating point values.

The STRING is formatted as follows:

Type %t %T
NULL of any type NULL NULL
INT64
123 123
NUMERIC 123.0 (always with .0) NUMERIC "123.0"
FLOAT64 123.0 (always with .0)
123e+10
inf
-inf
NaN
123.0 (always with .0)
123e+10
CAST("inf" AS <type>)
CAST("-inf" AS <type>)
CAST("nan" AS <type>)
STRING unquoted string value quoted string literal
BYTES unquoted escaped bytes
e.g., abc\x01\x02
quoted bytes literal
e.g., b"abc\x01\x02"
BOOL boolean value boolean value
DATE 2011-02-03 DATE "2011-02-03"
TIMESTAMP 2011-02-03 04:05:06+00 TIMESTAMP "2011-02-03 04:05:06+00"
INTERVAL 1-2 3 4:5:6.789 INTERVAL "1-2 3 4:5:6.789" YEAR TO SECOND
ARRAY [value, value, ...]
where values are formatted with %t
[value, value, ...]
where values are formatted with %T
STRUCT (value, value, ...)
where fields are formatted with %t
(value, value, ...)
where fields are formatted with %T

Special cases:
Zero fields: STRUCT()
One field: STRUCT(value)
JSON one-line printable string representing JSON.
{"name":"apple","stock":3}
one-line printable string representing a JSON literal.
JSON '{"name":"apple","stock":3}'
Error conditions

If a format specifier is invalid, or is not compatible with the related argument type, or the wrong number or arguments are provided, then an error is produced. For example, the following <format_string> expressions are invalid:

FORMAT('%s', 1)
FORMAT('%')
NULL argument handling

A NULL format string results in a NULL output STRING. Any other arguments are ignored in this case.

The function generally produces a NULL value if a NULL argument is present. For example, FORMAT('%i', NULL_expression) produces a NULL STRING as output.

However, there are some exceptions: if the format specifier is %t or %T (both of which produce STRINGs that effectively match CAST and literal value semantics), a NULL value produces 'NULL' (without the quotes) in the result STRING. For example, the function:

FORMAT('00-%t-00', NULL_expression);

Returns

00-NULL-00
Additional semantic rules

FLOAT64 values can be +/-inf or NaN. When an argument has one of those values, the result of the format specifiers %f, %F, %e, %E, %g, %G, and %t are inf, -inf, or nan (or the same in uppercase) as appropriate. This is consistent with how GoogleSQL casts these values to STRING. For %T, GoogleSQL returns quoted strings for FLOAT64 values that don't have non-string literal representations.

FROM_BASE32

FROM_BASE32(string_expr)

Description

Converts the base32-encoded input string_expr into BYTES format. To convert BYTES to a base32-encoded STRING, use TO_BASE32.

Return type

BYTES

Example

SELECT FROM_BASE32('MFRGGZDF74======') AS byte_data;

-- Note that the result of FROM_BASE32 is of type BYTES, displayed as a base64-encoded string.
/*-----------*
 | byte_data |
 +-----------+
 | YWJjZGX/  |
 *-----------*/

FROM_BASE64

FROM_BASE64(string_expr)

Description

Converts the base64-encoded input string_expr into BYTES format. To convert BYTES to a base64-encoded STRING, use [TO_BASE64][string-link-to-base64].

There are several base64 encodings in common use that vary in exactly which alphabet of 65 ASCII characters are used to encode the 64 digits and padding. See RFC 4648 for details. This function expects the alphabet [A-Za-z0-9+/=].

Return type

BYTES

Example

SELECT FROM_BASE64('/+A=') AS byte_data;

-- Note that the result of FROM_BASE64 is of type BYTES, displayed as a base64-encoded string.
/*-----------*
 | byte_data |
 +-----------+
 | /+A=      |
 *-----------*/

To work with an encoding using a different base64 alphabet, you might need to compose FROM_BASE64 with the REPLACE function. For instance, the base64url url-safe and filename-safe encoding commonly used in web programming uses -_= as the last characters rather than +/=. To decode a base64url-encoded string, replace - and _ with + and / respectively.

SELECT FROM_BASE64(REPLACE(REPLACE('_-A=', '-', '+'), '_', '/')) AS binary;

-- Note that the result of FROM_BASE64 is of type BYTES, displayed as a base64-encoded string.
/*--------*
 | binary |
 +--------+
 | /+A=   |
 *--------*/

FROM_HEX

FROM_HEX(string)

Description

Converts a hexadecimal-encoded STRING into BYTES format. Returns an error if the input STRING contains characters outside the range (0..9, A..F, a..f). The lettercase of the characters does not matter. If the input STRING has an odd number of characters, the function acts as if the input has an additional leading 0. To convert BYTES to a hexadecimal-encoded STRING, use TO_HEX.

Return type

BYTES

Example

WITH Input AS (
  SELECT '00010203aaeeefff' AS hex_str UNION ALL
  SELECT '0AF' UNION ALL
  SELECT '666f6f626172'
)
SELECT hex_str, FROM_HEX(hex_str) AS bytes_str
FROM Input;

-- Note that the result of FROM_HEX is of type BYTES, displayed as a base64-encoded string.
/*------------------+--------------*
 | hex_str          | bytes_str    |
 +------------------+--------------+
 | 0AF              | AAECA6ru7/8= |
 | 00010203aaeeefff | AK8=         |
 | 666f6f626172     | Zm9vYmFy     |
 *------------------+--------------*/

INITCAP

INITCAP(value[, delimiters])

Description

Takes a STRING and returns it with the first character in each word in uppercase and all other characters in lowercase. Non-alphabetic characters remain the same.

delimiters is an optional string argument that is used to override the default set of characters used to separate words. If delimiters is not specified, it defaults to the following characters:
<whitespace> [ ] ( ) { } / | \ < > ! ? @ " ^ # $ & ~ _ , . : ; * % + -

If value or delimiters is NULL, the function returns NULL.

Return type

STRING

Examples

WITH example AS
(
  SELECT 'Hello World-everyone!' AS value UNION ALL
  SELECT 'tHe dog BARKS loudly+friendly' AS value UNION ALL
  SELECT 'apples&oranges;&pears' AS value UNION ALL
  SELECT 'καθίσματα ταινιών' AS value
)
SELECT value, INITCAP(value) AS initcap_value FROM example

/*-------------------------------+-------------------------------*
 | value                         | initcap_value                 |
 +-------------------------------+-------------------------------+
 | Hello World-everyone!         | Hello World-Everyone!         |
 | tHe dog BARKS loudly+friendly | The Dog Barks Loudly+Friendly |
 | apples&oranges;&pears         | Apples&Oranges;&Pears         |
 | καθίσματα ταινιών             | Καθίσματα Ταινιών             |
 *-------------------------------+-------------------------------*/

WITH example AS
(
  SELECT 'hello WORLD!' AS value, '' AS delimiters UNION ALL
  SELECT 'καθίσματα ταιντιώ@ν' AS value, 'τ@' AS delimiters UNION ALL
  SELECT 'Apples1oranges2pears' AS value, '12' AS delimiters UNION ALL
  SELECT 'tHisEisEaESentence' AS value, 'E' AS delimiters
)
SELECT value, delimiters, INITCAP(value, delimiters) AS initcap_value FROM example;

/*----------------------+------------+----------------------*
 | value                | delimiters | initcap_value        |
 +----------------------+------------+----------------------+
 | hello WORLD!         |            | Hello world!         |
 | καθίσματα ταιντιώ@ν  | τ@         | ΚαθίσματΑ τΑιντΙώ@Ν  |
 | Apples1oranges2pears | 12         | Apples1Oranges2Pears |
 | tHisEisEaESentence   | E          | ThisEIsEAESentence   |
 *----------------------+------------+----------------------*/

INSTR

INSTR(value, subvalue[, position[, occurrence]])

Description

Returns the lowest 1-based position of subvalue in value. value and subvalue must be the same type, either STRING or BYTES.

If position is specified, the search starts at this position in value, otherwise it starts at 1, which is the beginning of value. If position is negative, the function searches backwards from the end of value, with -1 indicating the last character. position is of type INT64 and cannot be 0.

If occurrence is specified, the search returns the position of a specific instance of subvalue in value. If not specified, occurrence defaults to 1 and returns the position of the first occurrence. For occurrence > 1, the function includes overlapping occurrences. occurrence is of type INT64 and must be positive.

This function supports specifying collation.

Returns 0 if:

  • No match is found.
  • If occurrence is greater than the number of matches found.
  • If position is greater than the length of value.

Returns NULL if:

  • Any input argument is NULL.

Returns an error if:

  • position is 0.
  • occurrence is 0 or negative.

Return type

INT64

Examples

WITH example AS
(SELECT 'banana' as value, 'an' as subvalue, 1 as position, 1 as
occurrence UNION ALL
SELECT 'banana' as value, 'an' as subvalue, 1 as position, 2 as
occurrence UNION ALL
SELECT 'banana' as value, 'an' as subvalue, 1 as position, 3 as
occurrence UNION ALL
SELECT 'banana' as value, 'an' as subvalue, 3 as position, 1 as
occurrence UNION ALL
SELECT 'banana' as value, 'an' as subvalue, -1 as position, 1 as
occurrence UNION ALL
SELECT 'banana' as value, 'an' as subvalue, -3 as position, 1 as
occurrence UNION ALL
SELECT 'banana' as value, 'ann' as subvalue, 1 as position, 1 as
occurrence UNION ALL
SELECT 'helloooo' as value, 'oo' as subvalue, 1 as position, 1 as
occurrence UNION ALL
SELECT 'helloooo' as value, 'oo' as subvalue, 1 as position, 2 as
occurrence
)
SELECT value, subvalue, position, occurrence, INSTR(value,
subvalue, position, occurrence) AS instr
FROM example;

/*--------------+--------------+----------+------------+-------*
 | value        | subvalue     | position | occurrence | instr |
 +--------------+--------------+----------+------------+-------+
 | banana       | an           | 1        | 1          | 2     |
 | banana       | an           | 1        | 2          | 4     |
 | banana       | an           | 1        | 3          | 0     |
 | banana       | an           | 3        | 1          | 4     |
 | banana       | an           | -1       | 1          | 4     |
 | banana       | an           | -3       | 1          | 4     |
 | banana       | ann          | 1        | 1          | 0     |
 | helloooo     | oo           | 1        | 1          | 5     |
 | helloooo     | oo           | 1        | 2          | 6     |
 *--------------+--------------+----------+------------+-------*/

LEFT

LEFT(value, length)

Description

Returns a STRING or BYTES value that consists of the specified number of leftmost characters or bytes from value. The length is an INT64 that specifies the length of the returned value. If value is of type BYTES, length is the number of leftmost bytes to return. If value is STRING, length is the number of leftmost characters to return.

If length is 0, an empty STRING or BYTES value will be returned. If length is negative, an error will be returned. If length exceeds the number of characters or bytes from value, the original value will be returned.

Return type

STRING or BYTES

Examples

WITH examples AS
(SELECT 'apple' as example
UNION ALL
SELECT 'banana' as example
UNION ALL
SELECT 'абвгд' as example
)
SELECT example, LEFT(example, 3) AS left_example
FROM examples;

/*---------+--------------*
 | example | left_example |
 +---------+--------------+
 | apple   | app          |
 | banana  | ban          |
 | абвгд   | абв          |
 *---------+--------------*/
WITH examples AS
(SELECT b'apple' as example
UNION ALL
SELECT b'banana' as example
UNION ALL
SELECT b'\xab\xcd\xef\xaa\xbb' as example
)
SELECT example, LEFT(example, 3) AS left_example
FROM examples;

-- Note that the result of LEFT is of type BYTES, displayed as a base64-encoded string.
/*----------+--------------*
 | example  | left_example |
 +----------+--------------+
 | YXBwbGU= | YXBw         |
 | YmFuYW5h | YmFu         |
 | q83vqrs= | q83v         |
 *----------+--------------*/

LENGTH

LENGTH(value)

Description

Returns the length of the STRING or BYTES value. The returned value is in characters for STRING arguments and in bytes for the BYTES argument.

Return type

INT64

Examples


WITH example AS
  (SELECT 'абвгд' AS characters)

SELECT
  characters,
  LENGTH(characters) AS string_example,
  LENGTH(CAST(characters AS BYTES)) AS bytes_example
FROM example;

/*------------+----------------+---------------*
 | characters | string_example | bytes_example |
 +------------+----------------+---------------+
 | абвгд      |              5 |            10 |
 *------------+----------------+---------------*/

LOWER

LOWER(value)

Description

For STRING arguments, returns the original string with all alphabetic characters in lowercase. Mapping between lowercase and uppercase is done according to the Unicode Character Database without taking into account language-specific mappings.

For BYTES arguments, the argument is treated as ASCII text, with all bytes greater than 127 left intact.

Return type

STRING or BYTES

Examples


WITH items AS
  (SELECT
    'FOO' as item
  UNION ALL
  SELECT
    'BAR' as item
  UNION ALL
  SELECT
    'BAZ' as item)

SELECT
  LOWER(item) AS example
FROM items;

/*---------*
 | example |
 +---------+
 | foo     |
 | bar     |
 | baz     |
 *---------*/

LPAD

LPAD(original_value, return_length[, pattern])

Description

Returns a STRING or BYTES value that consists of original_value prepended with pattern. The return_length is an INT64 that specifies the length of the returned value. If original_value is of type BYTES, return_length is the number of bytes. If original_value is of type STRING, return_length is the number of characters.

The default value of pattern is a blank space.

Both original_value and pattern must be the same data type.

If return_length is less than or equal to the original_value length, this function returns the original_value value, truncated to the value of return_length. For example, LPAD('hello world', 7); returns 'hello w'.

If original_value, return_length, or pattern is NULL, this function returns NULL.

This function returns an error if:

  • return_length is negative
  • pattern is empty

Return type

STRING or BYTES

Examples

SELECT t, len, FORMAT('%T', LPAD(t, len)) AS LPAD FROM UNNEST([
  STRUCT('abc' AS t, 5 AS len),
  ('abc', 2),
  ('例子', 4)
]);

/*------+-----+----------*
 | t    | len | LPAD     |
 |------|-----|----------|
 | abc  | 5   | "  abc"  |
 | abc  | 2   | "ab"     |
 | 例子  | 4   | "  例子" |
 *------+-----+----------*/
SELECT t, len, pattern, FORMAT('%T', LPAD(t, len, pattern)) AS LPAD FROM UNNEST([
  STRUCT('abc' AS t, 8 AS len, 'def' AS pattern),
  ('abc', 5, '-'),
  ('例子', 5, '中文')
]);

/*------+-----+---------+--------------*
 | t    | len | pattern | LPAD         |
 |------|-----|---------|--------------|
 | abc  | 8   | def     | "defdeabc"   |
 | abc  | 5   | -       | "--abc"      |
 | 例子  | 5   | 中文    | "中文中例子"   |
 *------+-----+---------+--------------*/
SELECT FORMAT('%T', t) AS t, len, FORMAT('%T', LPAD(t, len)) AS LPAD FROM UNNEST([
  STRUCT(b'abc' AS t, 5 AS len),
  (b'abc', 2),
  (b'\xab\xcd\xef', 4)
]);

/*-----------------+-----+------------------*
 | t               | len | LPAD             |
 |-----------------|-----|------------------|
 | b"abc"          | 5   | b"  abc"         |
 | b"abc"          | 2   | b"ab"            |
 | b"\xab\xcd\xef" | 4   | b" \xab\xcd\xef" |
 *-----------------+-----+------------------*/
SELECT
  FORMAT('%T', t) AS t,
  len,
  FORMAT('%T', pattern) AS pattern,
  FORMAT('%T', LPAD(t, len, pattern)) AS LPAD
FROM UNNEST([
  STRUCT(b'abc' AS t, 8 AS len, b'def' AS pattern),
  (b'abc', 5, b'-'),
  (b'\xab\xcd\xef', 5, b'\x00')
]);

/*-----------------+-----+---------+-------------------------*
 | t               | len | pattern | LPAD                    |
 |-----------------|-----|---------|-------------------------|
 | b"abc"          | 8   | b"def"  | b"defdeabc"             |
 | b"abc"          | 5   | b"-"    | b"--abc"                |
 | b"\xab\xcd\xef" | 5   | b"\x00" | b"\x00\x00\xab\xcd\xef" |
 *-----------------+-----+---------+-------------------------*/

LTRIM

LTRIM(value1[, value2])

Description

Identical to TRIM, but only removes leading characters.

Return type

STRING or BYTES

Examples

WITH items AS
  (SELECT '   apple   ' as item
  UNION ALL
  SELECT '   banana   ' as item
  UNION ALL
  SELECT '   orange   ' as item)

SELECT
  CONCAT('#', LTRIM(item), '#') as example
FROM items;

/*-------------*
 | example     |
 +-------------+
 | #apple   #  |
 | #banana   # |
 | #orange   # |
 *-------------*/
WITH items AS
  (SELECT '***apple***' as item
  UNION ALL
  SELECT '***banana***' as item
  UNION ALL
  SELECT '***orange***' as item)

SELECT
  LTRIM(item, '*') as example
FROM items;

/*-----------*
 | example   |
 +-----------+
 | apple***  |
 | banana*** |
 | orange*** |
 *-----------*/
WITH items AS
  (SELECT 'xxxapplexxx' as item
  UNION ALL
  SELECT 'yyybananayyy' as item
  UNION ALL
  SELECT 'zzzorangezzz' as item
  UNION ALL
  SELECT 'xyzpearxyz' as item)

SELECT
  LTRIM(item, 'xyz') as example
FROM items;

/*-----------*
 | example   |
 +-----------+
 | applexxx  |
 | bananayyy |
 | orangezzz |
 | pearxyz   |
 *-----------*/

NORMALIZE

NORMALIZE(value[, normalization_mode])

Description

Takes a string value and returns it as a normalized string. If you do not provide a normalization mode, NFC is used.

Normalization is used to ensure that two strings are equivalent. Normalization is often used in situations in which two strings render the same on the screen but have different Unicode code points.

NORMALIZE supports four optional normalization modes:

Value Name Description
NFC Normalization Form Canonical Composition Decomposes and recomposes characters by canonical equivalence.
NFKC Normalization Form Compatibility Composition Decomposes characters by compatibility, then recomposes them by canonical equivalence.
NFD Normalization Form Canonical Decomposition Decomposes characters by canonical equivalence, and multiple combining characters are arranged in a specific order.
NFKD Normalization Form Compatibility Decomposition Decomposes characters by compatibility, and multiple combining characters are arranged in a specific order.

Return type

STRING

Examples

SELECT a, b, a = b as normalized
FROM (SELECT NORMALIZE('\u00ea') as a, NORMALIZE('\u0065\u0302') as b);

/*---+---+------------*
 | a | b | normalized |
 +---+---+------------+
 | ê | ê | true       |
 *---+---+------------*/

The following example normalizes different space characters.

WITH EquivalentNames AS (
  SELECT name
  FROM UNNEST([
      'Jane\u2004Doe',
      'John\u2004Smith',
      'Jane\u2005Doe',
      'Jane\u2006Doe',
      'John Smith']) AS name
)
SELECT
  NORMALIZE(name, NFKC) AS normalized_name,
  COUNT(*) AS name_count
FROM EquivalentNames
GROUP BY 1;

/*-----------------+------------*
 | normalized_name | name_count |
 +-----------------+------------+
 | John Smith      | 2          |
 | Jane Doe        | 3          |
 *-----------------+------------*/

NORMALIZE_AND_CASEFOLD

NORMALIZE_AND_CASEFOLD(value[, normalization_mode])

Description

Takes a string value and returns it as a normalized string. If you do not provide a normalization mode, NFC is used.

Normalization is used to ensure that two strings are equivalent. Normalization is often used in situations in which two strings render the same on the screen but have different Unicode code points.

Case folding is used for the caseless comparison of strings. If you need to compare strings and case should not be considered, use NORMALIZE_AND_CASEFOLD, otherwise use NORMALIZE.

NORMALIZE_AND_CASEFOLD supports four optional normalization modes:

Value Name Description
NFC Normalization Form Canonical Composition Decomposes and recomposes characters by canonical equivalence.
NFKC Normalization Form Compatibility Composition Decomposes characters by compatibility, then recomposes them by canonical equivalence.
NFD Normalization Form Canonical Decomposition Decomposes characters by canonical equivalence, and multiple combining characters are arranged in a specific order.
NFKD Normalization Form Compatibility Decomposition Decomposes characters by compatibility, and multiple combining characters are arranged in a specific order.

Return type

STRING

Examples

SELECT
  a, b,
  NORMALIZE(a) = NORMALIZE(b) as normalized,
  NORMALIZE_AND_CASEFOLD(a) = NORMALIZE_AND_CASEFOLD(b) as normalized_with_case_folding
FROM (SELECT 'The red barn' AS a, 'The Red Barn' AS b);

/*--------------+--------------+------------+------------------------------*
 | a            | b            | normalized | normalized_with_case_folding |
 +--------------+--------------+------------+------------------------------+
 | The red barn | The Red Barn | false      | true                         |
 *--------------+--------------+------------+------------------------------*/
WITH Strings AS (
  SELECT '\u2168' AS a, 'IX' AS b UNION ALL
  SELECT '\u0041\u030A', '\u00C5'
)
SELECT a, b,
  NORMALIZE_AND_CASEFOLD(a, NFD)=NORMALIZE_AND_CASEFOLD(b, NFD) AS nfd,
  NORMALIZE_AND_CASEFOLD(a, NFC)=NORMALIZE_AND_CASEFOLD(b, NFC) AS nfc,
  NORMALIZE_AND_CASEFOLD(a, NFKD)=NORMALIZE_AND_CASEFOLD(b, NFKD) AS nkfd,
  NORMALIZE_AND_CASEFOLD(a, NFKC)=NORMALIZE_AND_CASEFOLD(b, NFKC) AS nkfc
FROM Strings;

/*---+----+-------+-------+------+------*
 | a | b  | nfd   | nfc   | nkfd | nkfc |
 +---+----+-------+-------+------+------+
 | Ⅸ | IX | false | false | true | true |
 | Å | Å  | true  | true  | true | true |
 *---+----+-------+-------+------+------*/

OCTET_LENGTH

OCTET_LENGTH(value)

Alias for BYTE_LENGTH.

REGEXP_CONTAINS

REGEXP_CONTAINS(value, regexp)

Description

Returns TRUE if value is a partial match for the regular expression, regexp.

If the regexp argument is invalid, the function returns an error.

You can search for a full match by using ^ (beginning of text) and $ (end of text). Due to regular expression operator precedence, it is good practice to use parentheses around everything between ^ and $.

Return type

BOOL

Examples

SELECT
  email,
  REGEXP_CONTAINS(email, r'@[a-zA-Z0-9-]+\.[a-zA-Z0-9-.]+') AS is_valid
FROM
  (SELECT
    ['foo@example.com', 'bar@example.org', 'www.example.net']
    AS addresses),
  UNNEST(addresses) AS email;

/*-----------------+----------*
 | email           | is_valid |
 +-----------------+----------+
 | foo@example.com | true     |
 | bar@example.org | true     |
 | www.example.net | false    |
 *-----------------+----------*/

-- Performs a full match, using ^ and $. Due to regular expression operator
-- precedence, it is good practice to use parentheses around everything between ^
-- and $.
SELECT
  email,
  REGEXP_CONTAINS(email, r'^([\w.+-]+@foo\.com|[\w.+-]+@bar\.org)$')
    AS valid_email_address,
  REGEXP_CONTAINS(email, r'^[\w.+-]+@foo\.com|[\w.+-]+@bar\.org$')
    AS without_parentheses
FROM
  (SELECT
    ['a@foo.com', 'a@foo.computer', 'b@bar.org', '!b@bar.org', 'c@buz.net']
    AS addresses),
  UNNEST(addresses) AS email;

/*----------------+---------------------+---------------------*
 | email          | valid_email_address | without_parentheses |
 +----------------+---------------------+---------------------+
 | a@foo.com      | true                | true                |
 | a@foo.computer | false               | true                |
 | b@bar.org      | true                | true                |
 | !b@bar.org     | false               | true                |
 | c@buz.net      | false               | false               |
 *----------------+---------------------+---------------------*/

REGEXP_EXTRACT

REGEXP_EXTRACT(value, regexp[, position[, occurrence]])

Description

Returns the substring in value that matches the re2 regular expression, regexp. Returns NULL if there is no match.

If the regular expression contains a capturing group ((...)), and there is a match for that capturing group, that match is returned. If there are multiple matches for a capturing group, the first match is returned.

If position is specified, the search starts at this position in value, otherwise it starts at the beginning of value. The position must be a positive integer and cannot be 0. If position is greater than the length of value, NULL is returned.

If occurrence is specified, the search returns a specific occurrence of the regexp in value, otherwise returns the first match. If occurrence is greater than the number of matches found, NULL is returned. For occurrence > 1, the function searches for additional occurrences beginning with the character following the previous occurrence.

Returns an error if:

  • The regular expression is invalid
  • The regular expression has more than one capturing group
  • The position is not a positive integer
  • The occurrence is not a positive integer

Return type

STRING or BYTES

Examples

WITH email_addresses AS
  (SELECT 'foo@example.com' as email
  UNION ALL
  SELECT 'bar@example.org' as email
  UNION ALL
  SELECT 'baz@example.net' as email)

SELECT
  REGEXP_EXTRACT(email, r'^[a-zA-Z0-9_.+-]+')
  AS user_name
FROM email_addresses;

/*-----------*
 | user_name |
 +-----------+
 | foo       |
 | bar       |
 | baz       |
 *-----------*/
WITH email_addresses AS
  (SELECT 'foo@example.com' as email
  UNION ALL
  SELECT 'bar@example.org' as email
  UNION ALL
  SELECT 'baz@example.net' as email)

SELECT
  REGEXP_EXTRACT(email, r'^[a-zA-Z0-9_.+-]+@[a-zA-Z0-9-]+\.([a-zA-Z0-9-.]+$)')
  AS top_level_domain
FROM email_addresses;

/*------------------*
 | top_level_domain |
 +------------------+
 | com              |
 | org              |
 | net              |
 *------------------*/
WITH
  characters AS (
    SELECT 'ab' AS value, '.b' AS regex UNION ALL
    SELECT 'ab' AS value, '(.)b' AS regex UNION ALL
    SELECT 'xyztb' AS value, '(.)+b' AS regex UNION ALL
    SELECT 'ab' AS value, '(z)?b' AS regex
  )
SELECT value, regex, REGEXP_EXTRACT(value, regex) AS result FROM characters;

/*-------+---------+----------*
 | value | regex   | result   |
 +-------+---------+----------+
 | ab    | .b      | ab       |
 | ab    | (.)b    | a        |
 | xyztb | (.)+b   | t        |
 | ab    | (z)?b   | NULL     |
 *-------+---------+----------*/
WITH example AS
(SELECT 'Hello Helloo and Hellooo' AS value, 'H?ello+' AS regex, 1 as position,
1 AS occurrence UNION ALL
SELECT 'Hello Helloo and Hellooo', 'H?ello+', 1, 2 UNION ALL
SELECT 'Hello Helloo and Hellooo', 'H?ello+', 1, 3 UNION ALL
SELECT 'Hello Helloo and Hellooo', 'H?ello+', 1, 4 UNION ALL
SELECT 'Hello Helloo and Hellooo', 'H?ello+', 2, 1 UNION ALL
SELECT 'Hello Helloo and Hellooo', 'H?ello+', 3, 1 UNION ALL
SELECT 'Hello Helloo and Hellooo', 'H?ello+', 3, 2 UNION ALL
SELECT 'Hello Helloo and Hellooo', 'H?ello+', 3, 3 UNION ALL
SELECT 'Hello Helloo and Hellooo', 'H?ello+', 20, 1 UNION ALL
SELECT 'cats&dogs&rabbits' ,'\\w+&', 1, 2 UNION ALL
SELECT 'cats&dogs&rabbits', '\\w+&', 2, 3
)
SELECT value, regex, position, occurrence, REGEXP_EXTRACT(value, regex,
position, occurrence) AS regexp_value FROM example;

/*--------------------------+---------+----------+------------+--------------*
 | value                    | regex   | position | occurrence | regexp_value |
 +--------------------------+---------+----------+------------+--------------+
 | Hello Helloo and Hellooo | H?ello+ | 1        | 1          | Hello        |
 | Hello Helloo and Hellooo | H?ello+ | 1        | 2          | Helloo       |
 | Hello Helloo and Hellooo | H?ello+ | 1        | 3          | Hellooo      |
 | Hello Helloo and Hellooo | H?ello+ | 1        | 4          | NULL         |
 | Hello Helloo and Hellooo | H?ello+ | 2        | 1          | ello         |
 | Hello Helloo and Hellooo | H?ello+ | 3        | 1          | Helloo       |
 | Hello Helloo and Hellooo | H?ello+ | 3        | 2          | Hellooo      |
 | Hello Helloo and Hellooo | H?ello+ | 3        | 3          | NULL         |
 | Hello Helloo and Hellooo | H?ello+ | 20       | 1          | NULL         |
 | cats&dogs&rabbits        | \w+&    | 1        | 2          | dogs&        |
 | cats&dogs&rabbits        | \w+&    | 2        | 3          | NULL         |
 *--------------------------+---------+----------+------------+--------------*/

REGEXP_EXTRACT_ALL

REGEXP_EXTRACT_ALL(value, regexp)

Description

Returns an array of all substrings of value that match the re2 regular expression, regexp. Returns an empty array if there is no match.

If the regular expression contains a capturing group ((...)), and there is a match for that capturing group, that match is added to the results.

The REGEXP_EXTRACT_ALL function only returns non-overlapping matches. For example, using this function to extract ana from banana returns only one substring, not two.

Returns an error if:

  • The regular expression is invalid
  • The regular expression has more than one capturing group

Return type

ARRAY<STRING> or ARRAY<BYTES>

Examples

WITH code_markdown AS
  (SELECT 'Try `function(x)` or `function(y)`' as code)

SELECT
  REGEXP_EXTRACT_ALL(code, '`(.+?)`') AS example
FROM code_markdown;

/*----------------------------*
 | example                    |
 +----------------------------+
 | [function(x), function(y)] |
 *----------------------------*/

REGEXP_INSTR

REGEXP_INSTR(source_value, regexp [, position[, occurrence, [occurrence_position]]])

Description

Returns the lowest 1-based position of a regular expression, regexp, in source_value. source_value and regexp must be the same type, either STRING or BYTES.

If position is specified, the search starts at this position in source_value, otherwise it starts at 1, which is the beginning of source_value. position is of type INT64 and must be positive.

If occurrence is specified, the search returns the position of a specific instance of regexp in source_value. If not specified, occurrence defaults to 1 and returns the position of the first occurrence. For occurrence > 1, the function searches for the next, non-overlapping occurrence. occurrence is of type INT64 and must be positive.

You can optionally use occurrence_position to specify where a position in relation to an occurrence starts. Your choices are:

  • 0: Returns the start position of occurrence.
  • 1: Returns the end position of occurrence + 1. If the end of the occurrence is at the end of source_value, LENGTH(source_value) + 1 is returned.

Returns 0 if:

  • No match is found.
  • If occurrence is greater than the number of matches found.
  • If position is greater than the length of source_value.
  • The regular expression is empty.

Returns NULL if:

  • position is NULL.
  • occurrence is NULL.

Returns an error if:

  • position is 0 or negative.
  • occurrence is 0 or negative.
  • occurrence_position is neither 0 nor 1.
  • The regular expression is invalid.
  • The regular expression has more than one capturing group.

Return type

INT64

Examples

WITH example AS (
  SELECT 'ab@cd-ef' AS source_value, '@[^-]*' AS regexp UNION ALL
  SELECT 'ab@d-ef', '@[^-]*' UNION ALL
  SELECT 'abc@cd-ef', '@[^-]*' UNION ALL
  SELECT 'abc-ef', '@[^-]*')
SELECT source_value, regexp, REGEXP_INSTR(source_value, regexp) AS instr
FROM example;

/*--------------+--------+-------*
 | source_value | regexp | instr |
 +--------------+--------+-------+
 | ab@cd-ef     | @[^-]* | 3     |
 | ab@d-ef      | @[^-]* | 3     |
 | abc@cd-ef    | @[^-]* | 4     |
 | abc-ef       | @[^-]* | 0     |
 *--------------+--------+-------*/
WITH example AS (
  SELECT 'a@cd-ef b@cd-ef' AS source_value, '@[^-]*' AS regexp, 1 AS position UNION ALL
  SELECT 'a@cd-ef b@cd-ef', '@[^-]*', 2 UNION ALL
  SELECT 'a@cd-ef b@cd-ef', '@[^-]*', 3 UNION ALL
  SELECT 'a@cd-ef b@cd-ef', '@[^-]*', 4)
SELECT
  source_value, regexp, position,
  REGEXP_INSTR(source_value, regexp, position) AS instr
FROM example;

/*-----------------+--------+----------+-------*
 | source_value    | regexp | position | instr |
 +-----------------+--------+----------+-------+
 | a@cd-ef b@cd-ef | @[^-]* | 1        | 2     |
 | a@cd-ef b@cd-ef | @[^-]* | 2        | 2     |
 | a@cd-ef b@cd-ef | @[^-]* | 3        | 10    |
 | a@cd-ef b@cd-ef | @[^-]* | 4        | 10    |
 *-----------------+--------+----------+-------*/
WITH example AS (
  SELECT 'a@cd-ef b@cd-ef c@cd-ef' AS source_value,
         '@[^-]*' AS regexp, 1 AS position, 1 AS occurrence UNION ALL
  SELECT 'a@cd-ef b@cd-ef c@cd-ef', '@[^-]*', 1, 2 UNION ALL
  SELECT 'a@cd-ef b@cd-ef c@cd-ef', '@[^-]*', 1, 3)
SELECT
  source_value, regexp, position, occurrence,
  REGEXP_INSTR(source_value, regexp, position, occurrence) AS instr
FROM example;

/*-------------------------+--------+----------+------------+-------*
 | source_value            | regexp | position | occurrence | instr |
 +-------------------------+--------+----------+------------+-------+
 | a@cd-ef b@cd-ef c@cd-ef | @[^-]* | 1        | 1          | 2     |
 | a@cd-ef b@cd-ef c@cd-ef | @[^-]* | 1        | 2          | 10    |
 | a@cd-ef b@cd-ef c@cd-ef | @[^-]* | 1        | 3          | 18    |
 *-------------------------+--------+----------+------------+-------*/
WITH example AS (
  SELECT 'a@cd-ef' AS source_value, '@[^-]*' AS regexp,
         1 AS position, 1 AS occurrence, 0 AS o_position UNION ALL
  SELECT 'a@cd-ef', '@[^-]*', 1, 1, 1)
SELECT
  source_value, regexp, position, occurrence, o_position,
  REGEXP_INSTR(source_value, regexp, position, occurrence, o_position) AS instr
FROM example;

/*--------------+--------+----------+------------+------------+-------*
 | source_value | regexp | position | occurrence | o_position | instr |
 +--------------+--------+----------+------------+------------+-------+
 | a@cd-ef      | @[^-]* | 1        | 1          | 0          | 2     |
 | a@cd-ef      | @[^-]* | 1        | 1          | 1          | 5     |
 *--------------+--------+----------+------------+------------+-------*/

REGEXP_REPLACE

REGEXP_REPLACE(value, regexp, replacement)

Description

Returns a STRING where all substrings of value that match regular expression regexp are replaced with replacement.

You can use backslashed-escaped digits (\1 to \9) within the replacement argument to insert text matching the corresponding parenthesized group in the regexp pattern. Use \0 to refer to the entire matching text.

To add a backslash in your regular expression, you must first escape it. For example, SELECT REGEXP_REPLACE('abc', 'b(.)', 'X\\1'); returns aXc. You can also use raw strings to remove one layer of escaping, for example SELECT REGEXP_REPLACE('abc', 'b(.)', r'X\1');.

The REGEXP_REPLACE function only replaces non-overlapping matches. For example, replacing ana within banana results in only one replacement, not two.

If the regexp argument is not a valid regular expression, this function returns an error.

Return type

STRING or BYTES

Examples

WITH markdown AS
  (SELECT '# Heading' as heading
  UNION ALL
  SELECT '# Another heading' as heading)

SELECT
  REGEXP_REPLACE(heading, r'^# ([a-zA-Z0-9\s]+$)', '<h1>\\1</h1>')
  AS html
FROM markdown;

/*--------------------------*
 | html                     |
 +--------------------------+
 | <h1>Heading</h1>         |
 | <h1>Another heading</h1> |
 *--------------------------*/

REGEXP_SUBSTR

REGEXP_SUBSTR(value, regexp[, position[, occurrence]])

Description

Synonym for REGEXP_EXTRACT.

Return type

STRING or BYTES

Examples

WITH example AS
(SELECT 'Hello World Helloo' AS value, 'H?ello+' AS regex, 1 AS position, 1 AS
occurrence
)
SELECT value, regex, position, occurrence, REGEXP_SUBSTR(value, regex,
position, occurrence) AS regexp_value FROM example;

/*--------------------+---------+----------+------------+--------------*
 | value              | regex   | position | occurrence | regexp_value |
 +--------------------+---------+----------+------------+--------------+
 | Hello World Helloo | H?ello+ | 1        | 1          | Hello        |
 *--------------------+---------+----------+------------+--------------*/

REPEAT

REPEAT(original_value, repetitions)

Description

Returns a STRING or BYTES value that consists of original_value, repeated. The repetitions parameter specifies the number of times to repeat original_value. Returns NULL if either original_value or repetitions are NULL.

This function returns an error if the repetitions value is negative.

Return type

STRING or BYTES

Examples

SELECT t, n, REPEAT(t, n) AS REPEAT FROM UNNEST([
  STRUCT('abc' AS t, 3 AS n),
  ('例子', 2),
  ('abc', null),
  (null, 3)
]);

/*------+------+-----------*
 | t    | n    | REPEAT    |
 |------|------|-----------|
 | abc  | 3    | abcabcabc |
 | 例子 | 2    | 例子例子  |
 | abc  | NULL | NULL      |
 | NULL | 3    | NULL      |
 *------+------+-----------*/

REPLACE

REPLACE(original_value, from_pattern, to_pattern)

Description

Replaces all occurrences of from_pattern with to_pattern in original_value. If from_pattern is empty, no replacement is made.

This function supports specifying collation.

Return type

STRING or BYTES

Examples

WITH desserts AS
  (SELECT 'apple pie' as dessert
  UNION ALL
  SELECT 'blackberry pie' as dessert
  UNION ALL
  SELECT 'cherry pie' as dessert)

SELECT
  REPLACE (dessert, 'pie', 'cobbler') as example
FROM desserts;

/*--------------------*
 | example            |
 +--------------------+
 | apple cobbler      |
 | blackberry cobbler |
 | cherry cobbler     |
 *--------------------*/

REVERSE

REVERSE(value)

Description

Returns the reverse of the input STRING or BYTES.

Return type

STRING or BYTES

Examples

WITH example AS (
  SELECT 'foo' AS sample_string, b'bar' AS sample_bytes UNION ALL
  SELECT 'абвгд' AS sample_string, b'123' AS sample_bytes
)
SELECT
  sample_string,
  REVERSE(sample_string) AS reverse_string,
  sample_bytes,
  REVERSE(sample_bytes) AS reverse_bytes
FROM example;

/*---------------+----------------+--------------+---------------*
 | sample_string | reverse_string | sample_bytes | reverse_bytes |
 +---------------+----------------+--------------+---------------+
 | foo           | oof            | bar          | rab           |
 | абвгд         | дгвба          | 123          | 321           |
 *---------------+----------------+--------------+---------------*/
RIGHT(value, length)

Description

Returns a STRING or BYTES value that consists of the specified number of rightmost characters or bytes from value. The length is an INT64 that specifies the length of the returned value. If value is BYTES, length is the number of rightmost bytes to return. If value is STRING, length is the number of rightmost characters to return.

If length is 0, an empty STRING or BYTES value will be returned. If length is negative, an error will be returned. If length exceeds the number of characters or bytes from value, the original value will be returned.

Return type

STRING or BYTES

Examples

WITH examples AS
(SELECT 'apple' as example
UNION ALL
SELECT 'banana' as example
UNION ALL
SELECT 'абвгд' as example
)
SELECT example, RIGHT(example, 3) AS right_example
FROM examples;

/*---------+---------------*
 | example | right_example |
 +---------+---------------+
 | apple   | ple           |
 | banana  | ana           |
 | абвгд   | вгд           |
 *---------+---------------*/
WITH examples AS
(SELECT b'apple' as example
UNION ALL
SELECT b'banana' as example
UNION ALL
SELECT b'\xab\xcd\xef\xaa\xbb' as example
)
SELECT example, RIGHT(example, 3) AS right_example
FROM examples;

-- Note that the result of RIGHT is of type BYTES, displayed as a base64-encoded string.
/*----------+---------------*
 | example  | right_example |
 +----------+---------------+
 | YXBwbGU= | cGxl          |
 | YmFuYW5h | YW5h          |
 | q83vqrs= | 76q7          |
 *----------+---------------*/

RPAD

RPAD(original_value, return_length[, pattern])

Description

Returns a STRING or BYTES value that consists of original_value appended with pattern. The return_length parameter is an INT64 that specifies the length of the returned value. If original_value is BYTES, return_length is the number of bytes. If original_value is STRING, return_length is the number of characters.

The default value of pattern is a blank space.

Both original_value and pattern must be the same data type.

If return_length is less than or equal to the original_value length, this function returns the original_value value, truncated to the value of return_length. For example, RPAD('hello world', 7); returns 'hello w'.

If original_value, return_length, or pattern is NULL, this function returns NULL.

This function returns an error if:

  • return_length is negative
  • pattern is empty

Return type

STRING or BYTES

Examples

SELECT t, len, FORMAT('%T', RPAD(t, len)) AS RPAD FROM UNNEST([
  STRUCT('abc' AS t, 5 AS len),
  ('abc', 2),
  ('例子', 4)
]);

/*------+-----+----------*
 | t    | len | RPAD     |
 +------+-----+----------+
 | abc  | 5   | "abc  "  |
 | abc  | 2   | "ab"     |
 | 例子  | 4   | "例子  " |
 *------+-----+----------*/
SELECT t, len, pattern, FORMAT('%T', RPAD(t, len, pattern)) AS RPAD FROM UNNEST([
  STRUCT('abc' AS t, 8 AS len, 'def' AS pattern),
  ('abc', 5, '-'),
  ('例子', 5, '中文')
]);

/*------+-----+---------+--------------*
 | t    | len | pattern | RPAD         |
 +------+-----+---------+--------------+
 | abc  | 8   | def     | "abcdefde"   |
 | abc  | 5   | -       | "abc--"      |
 | 例子  | 5   | 中文     | "例子中文中"  |
 *------+-----+---------+--------------*/
SELECT FORMAT('%T', t) AS t, len, FORMAT('%T', RPAD(t, len)) AS RPAD FROM UNNEST([
  STRUCT(b'abc' AS t, 5 AS len),
  (b'abc', 2),
  (b'\xab\xcd\xef', 4)
]);

/*-----------------+-----+------------------*
 | t               | len | RPAD             |
 +-----------------+-----+------------------+
 | b"abc"          | 5   | b"abc  "         |
 | b"abc"          | 2   | b"ab"            |
 | b"\xab\xcd\xef" | 4   | b"\xab\xcd\xef " |
 *-----------------+-----+------------------*/
SELECT
  FORMAT('%T', t) AS t,
  len,
  FORMAT('%T', pattern) AS pattern,
  FORMAT('%T', RPAD(t, len, pattern)) AS RPAD
FROM UNNEST([
  STRUCT(b'abc' AS t, 8 AS len, b'def' AS pattern),
  (b'abc', 5, b'-'),
  (b'\xab\xcd\xef', 5, b'\x00')
]);

/*-----------------+-----+---------+-------------------------*
 | t               | len | pattern | RPAD                    |
 +-----------------+-----+---------+-------------------------+
 | b"abc"          | 8   | b"def"  | b"abcdefde"             |
 | b"abc"          | 5   | b"-"    | b"abc--"                |
 | b"\xab\xcd\xef" | 5   | b"\x00" | b"\xab\xcd\xef\x00\x00" |
 *-----------------+-----+---------+-------------------------*/

RTRIM

RTRIM(value1[, value2])

Description

Identical to TRIM, but only removes trailing characters.

Return type

STRING or BYTES

Examples

WITH items AS
  (SELECT '***apple***' as item
  UNION ALL
  SELECT '***banana***' as item
  UNION ALL
  SELECT '***orange***' as item)

SELECT
  RTRIM(item, '*') as example
FROM items;

/*-----------*
 | example   |
 +-----------+
 | ***apple  |
 | ***banana |
 | ***orange |
 *-----------*/
WITH items AS
  (SELECT 'applexxx' as item
  UNION ALL
  SELECT 'bananayyy' as item
  UNION ALL
  SELECT 'orangezzz' as item
  UNION ALL
  SELECT 'pearxyz' as item)

SELECT
  RTRIM(item, 'xyz') as example
FROM items;

/*---------*
 | example |
 +---------+
 | apple   |
 | banana  |
 | orange  |
 | pear    |
 *---------*/

SAFE_CONVERT_BYTES_TO_STRING

SAFE_CONVERT_BYTES_TO_STRING(value)

Description

Converts a sequence of BYTES to a STRING. Any invalid UTF-8 characters are replaced with the Unicode replacement character, U+FFFD.

Return type

STRING

Examples

The following statement returns the Unicode replacement character, �.

SELECT SAFE_CONVERT_BYTES_TO_STRING(b'\xc2') as safe_convert;

SOUNDEX

SOUNDEX(value)

Description

Returns a STRING that represents the Soundex code for value.

SOUNDEX produces a phonetic representation of a string. It indexes words by sound, as pronounced in English. It is typically used to help determine whether two strings, such as the family names Levine and Lavine, or the words to and too, have similar English-language pronunciation.

The result of the SOUNDEX consists of a letter followed by 3 digits. Non-latin characters are ignored. If the remaining string is empty after removing non-Latin characters, an empty STRING is returned.

Return type

STRING

Examples

WITH example AS (
  SELECT 'Ashcraft' AS value UNION ALL
  SELECT 'Raven' AS value UNION ALL
  SELECT 'Ribbon' AS value UNION ALL
  SELECT 'apple' AS value UNION ALL
  SELECT 'Hello world!' AS value UNION ALL
  SELECT '  H3##!@llo w00orld!' AS value UNION ALL
  SELECT '#1' AS value UNION ALL
  SELECT NULL AS value
)
SELECT value, SOUNDEX(value) AS soundex
FROM example;

/*----------------------+---------*
 | value                | soundex |
 +----------------------+---------+
 | Ashcraft             | A261    |
 | Raven                | R150    |
 | Ribbon               | R150    |
 | apple                | a140    |
 | Hello world!         | H464    |
 |   H3##!@llo w00orld! | H464    |
 | #1                   |         |
 | NULL                 | NULL    |
 *----------------------+---------*/

SPLIT

SPLIT(value[, delimiter])

Description

Splits value using the delimiter argument.

For STRING, the default delimiter is the comma ,.

For BYTES, you must specify a delimiter.

Splitting on an empty delimiter produces an array of UTF-8 characters for STRING values, and an array of BYTES for BYTES values.

Splitting an empty STRING returns an ARRAY with a single empty STRING.

This function supports specifying collation.

Return type

ARRAY<STRING> or ARRAY<BYTES>

Examples

WITH letters AS
  (SELECT '' as letter_group
  UNION ALL
  SELECT 'a' as letter_group
  UNION ALL
  SELECT 'b c d' as letter_group)

SELECT SPLIT(letter_group, ' ') as example
FROM letters;

/*----------------------*
 | example              |
 +----------------------+
 | []                   |
 | [a]                  |
 | [b, c, d]            |
 *----------------------*/

STARTS_WITH

STARTS_WITH(value, prefix)

Description

Takes two STRING or BYTES values. Returns TRUE if prefix is a prefix of value.

This function supports specifying collation.

Return type

BOOL

Examples

WITH items AS
  (SELECT 'foo' as item
  UNION ALL
  SELECT 'bar' as item
  UNION ALL
  SELECT 'baz' as item)

SELECT
  STARTS_WITH(item, 'b') as example
FROM items;

/*---------*
 | example |
 +---------+
 |   False |
 |    True |
 |    True |
 *---------*/

STRPOS

STRPOS(value, subvalue)

Description

Takes two STRING or BYTES values. Returns the 1-based position of the first occurrence of subvalue inside value. Returns 0 if subvalue is not found.

This function supports specifying collation.

Return type

INT64

Examples

WITH email_addresses AS
  (SELECT
    'foo@example.com' AS email_address
  UNION ALL
  SELECT
    'foobar@example.com' AS email_address
  UNION ALL
  SELECT
    'foobarbaz@example.com' AS email_address
  UNION ALL
  SELECT
    'quxexample.com' AS email_address)

SELECT
  STRPOS(email_address, '@') AS example
FROM email_addresses;

/*---------*
 | example |
 +---------+
 |       4 |
 |       7 |
 |      10 |
 |       0 |
 *---------*/

SUBSTR

SUBSTR(value, position[, length])

Description

Gets a portion (substring) of the supplied STRING or BYTES value.

The position argument is an integer specifying the starting position of the substring.

  • If position is 1, the substring starts from the first character or byte.
  • If position is 0 or less than -LENGTH(value), position is set to 1, and the substring starts from the first character or byte.
  • If position is greater than the length of value, the function produces an empty substring.
  • If position is negative, the function counts from the end of value, with -1 indicating the last character or byte.

The length argument specifies the maximum number of characters or bytes to return.

  • If length is not specified, the function produces a substring that starts at the specified position and ends at the last character or byte of value.
  • If length is 0, the function produces an empty substring.
  • If length is negative, the function produces an error.
  • The returned substring may be shorter than length, for example, when length exceeds the length of value, or when the starting position of the substring plus length is greater than the length of value.

Return type

STRING or BYTES

Examples

WITH items AS
  (SELECT 'apple' as item
  UNION ALL
  SELECT 'banana' as item
  UNION ALL
  SELECT 'orange' as item)

SELECT
  SUBSTR(item, 2) as example
FROM items;

/*---------*
 | example |
 +---------+
 | pple    |
 | anana   |
 | range   |
 *---------*/
WITH items AS
  (SELECT 'apple' as item
  UNION ALL
  SELECT 'banana' as item
  UNION ALL
  SELECT 'orange' as item)

SELECT
  SUBSTR(item, 2, 2) as example
FROM items;

/*---------*
 | example |
 +---------+
 | pp      |
 | an      |
 | ra      |
 *---------*/
WITH items AS
  (SELECT 'apple' as item
  UNION ALL
  SELECT 'banana' as item
  UNION ALL
  SELECT 'orange' as item)

SELECT
  SUBSTR(item, -2) as example
FROM items;

/*---------*
 | example |
 +---------+
 | le      |
 | na      |
 | ge      |
 *---------*/
WITH items AS
  (SELECT 'apple' as item
  UNION ALL
  SELECT 'banana' as item
  UNION ALL
  SELECT 'orange' as item)

SELECT
  SUBSTR(item, 1, 123) as example
FROM items;

/*---------*
 | example |
 +---------+
 | apple   |
 | banana  |
 | orange  |
 *---------*/
WITH items AS
  (SELECT 'apple' as item
  UNION ALL
  SELECT 'banana' as item
  UNION ALL
  SELECT 'orange' as item)

SELECT
  SUBSTR(item, 123) as example
FROM items;

/*---------*
 | example |
 +---------+
 |         |
 |         |
 |         |
 *---------*/
WITH items AS
  (SELECT 'apple' as item
  UNION ALL
  SELECT 'banana' as item
  UNION ALL
  SELECT 'orange' as item)

SELECT
  SUBSTR(item, 123, 5) as example
FROM items;

/*---------*
 | example |
 +---------+
 |         |
 |         |
 |         |
 *---------*/

SUBSTRING

SUBSTRING(value, position[, length])

Alias for SUBSTR.

TO_BASE32

TO_BASE32(bytes_expr)

Description

Converts a sequence of BYTES into a base32-encoded STRING. To convert a base32-encoded STRING into BYTES, use FROM_BASE32.

Return type

STRING

Example

SELECT TO_BASE32(b'abcde\xFF') AS base32_string;

/*------------------*
 | base32_string    |
 +------------------+
 | MFRGGZDF74====== |
 *------------------*/

TO_BASE64

TO_BASE64(bytes_expr)

Description

Converts a sequence of BYTES into a base64-encoded STRING. To convert a base64-encoded STRING into BYTES, use FROM_BASE64.

There are several base64 encodings in common use that vary in exactly which alphabet of 65 ASCII characters are used to encode the 64 digits and padding. See RFC 4648 for details. This function adds padding and uses the alphabet [A-Za-z0-9+/=].

Return type

STRING

Example

SELECT TO_BASE64(b'\377\340') AS base64_string;

/*---------------*
 | base64_string |
 +---------------+
 | /+A=          |
 *---------------*/

To work with an encoding using a different base64 alphabet, you might need to compose TO_BASE64 with the REPLACE function. For instance, the base64url url-safe and filename-safe encoding commonly used in web programming uses -_= as the last characters rather than +/=. To encode a base64url-encoded string, replace + and / with - and _ respectively.

SELECT REPLACE(REPLACE(TO_BASE64(b'\377\340'), '+', '-'), '/', '_') as websafe_base64;

/*----------------*
 | websafe_base64 |
 +----------------+
 | _-A=           |
 *----------------*/

TO_CODE_POINTS

TO_CODE_POINTS(value)

Description

Takes a STRING or BYTES value and returns an array of INT64 values that represent code points or extended ASCII character values.

  • If value is a STRING, each element in the returned array represents a code point. Each code point falls within the range of [0, 0xD7FF] and [0xE000, 0x10FFFF].
  • If value is BYTES, each element in the array is an extended ASCII character value in the range of [0, 255].

To convert from an array of code points to a STRING or BYTES, see CODE_POINTS_TO_STRING or CODE_POINTS_TO_BYTES.

Return type

ARRAY<INT64>

Examples

The following example gets the code points for each element in an array of words.

SELECT word, TO_CODE_POINTS(word) AS code_points
FROM UNNEST(['foo', 'bar', 'baz', 'giraffe', 'llama']) AS word;

/*---------+------------------------------------*
 | word    | code_points                        |
 +---------+------------------------------------+
 | foo     | [102, 111, 111]                    |
 | bar     | [98, 97, 114]                      |
 | baz     | [98, 97, 122]                      |
 | giraffe | [103, 105, 114, 97, 102, 102, 101] |
 | llama   | [108, 108, 97, 109, 97]            |
 *---------+------------------------------------*/

The following example converts integer representations of BYTES to their corresponding ASCII character values.

SELECT word, TO_CODE_POINTS(word) AS bytes_value_as_integer
FROM UNNEST([b'\x00\x01\x10\xff', b'\x66\x6f\x6f']) AS word;

/*------------------+------------------------*
 | word             | bytes_value_as_integer |
 +------------------+------------------------+
 | \x00\x01\x10\xff | [0, 1, 16, 255]        |
 | foo              | [102, 111, 111]        |
 *------------------+------------------------*/

The following example demonstrates the difference between a BYTES result and a STRING result.

SELECT TO_CODE_POINTS(b'Ā') AS b_result, TO_CODE_POINTS('Ā') AS s_result;

/*------------+----------*
 | b_result   | s_result |
 +------------+----------+
 | [196, 128] | [256]    |
 *------------+----------*/

Notice that the character, Ā, is represented as a two-byte Unicode sequence. As a result, the BYTES version of TO_CODE_POINTS returns an array with two elements, while the STRING version returns an array with a single element.

TO_HEX

TO_HEX(bytes)

Description

Converts a sequence of BYTES into a hexadecimal STRING. Converts each byte in the STRING as two hexadecimal characters in the range (0..9, a..f). To convert a hexadecimal-encoded STRING to BYTES, use FROM_HEX.

Return type

STRING

Example

WITH Input AS (
  SELECT b'\x00\x01\x02\x03\xAA\xEE\xEF\xFF' AS byte_str UNION ALL
  SELECT b'foobar'
)
SELECT byte_str, TO_HEX(byte_str) AS hex_str
FROM Input;

/*----------------------------------+------------------*
 | byte_string                      | hex_string       |
 +----------------------------------+------------------+
 | \x00\x01\x02\x03\xaa\xee\xef\xff | 00010203aaeeefff |
 | foobar                           | 666f6f626172     |
 *----------------------------------+------------------*/

TRANSLATE

TRANSLATE(expression, source_characters, target_characters)

Description

In expression, replaces each character in source_characters with the corresponding character in target_characters. All inputs must be the same type, either STRING or BYTES.

  • Each character in expression is translated at most once.
  • A character in expression that is not present in source_characters is left unchanged in expression.
  • A character in source_characters without a corresponding character in target_characters is omitted from the result.
  • A duplicate character in source_characters results in an error.

Return type

STRING or BYTES

Examples

WITH example AS (
  SELECT 'This is a cookie' AS expression, 'sco' AS source_characters, 'zku' AS
  target_characters UNION ALL
  SELECT 'A coaster' AS expression, 'co' AS source_characters, 'k' as
  target_characters
)
SELECT expression, source_characters, target_characters, TRANSLATE(expression,
source_characters, target_characters) AS translate
FROM example;

/*------------------+-------------------+-------------------+------------------*
 | expression       | source_characters | target_characters | translate        |
 +------------------+-------------------+-------------------+------------------+
 | This is a cookie | sco               | zku               | Thiz iz a kuukie |
 | A coaster        | co                | k                 | A kaster         |
 *------------------+-------------------+-------------------+------------------*/

TRIM

TRIM(value_to_trim[, set_of_characters_to_remove])

Description

Takes a STRING or BYTES value to trim.

If the value to trim is a STRING, removes from this value all leading and trailing Unicode code points in set_of_characters_to_remove. The set of code points is optional. If it is not specified, all whitespace characters are removed from the beginning and end of the value to trim.

If the value to trim is BYTES, removes from this value all leading and trailing bytes in set_of_characters_to_remove. The set of bytes is required.

Return type

  • STRING if value_to_trim is a STRING value.
  • BYTES if value_to_trim is a BYTES value.

Examples

In the following example, all leading and trailing whitespace characters are removed from item because set_of_characters_to_remove is not specified.

WITH items AS
  (SELECT '   apple   ' as item
  UNION ALL
  SELECT '   banana   ' as item
  UNION ALL
  SELECT '   orange   ' as item)

SELECT
  CONCAT('#', TRIM(item), '#') as example
FROM items;

/*----------*
 | example  |
 +----------+
 | #apple#  |
 | #banana# |
 | #orange# |
 *----------*/

In the following example, all leading and trailing * characters are removed from item.

WITH items AS
  (SELECT '***apple***' as item
  UNION ALL
  SELECT '***banana***' as item
  UNION ALL
  SELECT '***orange***' as item)

SELECT
  TRIM(item, '*') as example
FROM items;

/*---------*
 | example |
 +---------+
 | apple   |
 | banana  |
 | orange  |
 *---------*/

In the following example, all leading and trailing x, y, and z characters are removed from item.

WITH items AS
  (SELECT 'xxxapplexxx' as item
  UNION ALL
  SELECT 'yyybananayyy' as item
  UNION ALL
  SELECT 'zzzorangezzz' as item
  UNION ALL
  SELECT 'xyzpearxyz' as item)

SELECT
  TRIM(item, 'xyz') as example
FROM items;

/*---------*
 | example |
 +---------+
 | apple   |
 | banana  |
 | orange  |
 | pear    |
 *---------*/

In the following example, examine how TRIM interprets characters as Unicode code-points. If your trailing character set contains a combining diacritic mark over a particular letter, TRIM might strip the same diacritic mark from a different letter.

SELECT
  TRIM('abaW̊', 'Y̊') AS a,
  TRIM('W̊aba', 'Y̊') AS b,
  TRIM('abaŪ̊', 'Y̊') AS c,
  TRIM('Ū̊aba', 'Y̊') AS d;

/*------+------+------+------*
 | a    | b    | c    | d    |
 +------+------+------+------+
 | abaW | W̊aba | abaŪ | Ūaba |
 *------+------+------+------*/

In the following example, all leading and trailing b'n', b'a', b'\xab' bytes are removed from item.

WITH items AS
(
  SELECT b'apple' as item UNION ALL
  SELECT b'banana' as item UNION ALL
  SELECT b'\xab\xcd\xef\xaa\xbb' as item
)
SELECT item, TRIM(item, b'na\xab') AS examples
FROM items;

-- Note that the result of TRIM is of type BYTES, displayed as a base64-encoded string.
/*----------------------+------------------*
 | item                 | example          |
 +----------------------+------------------+
 | YXBwbGU=             | cHBsZQ==         |
 | YmFuYW5h             | Yg==             |
 | q83vqrs=             | ze+quw==         |
 *----------------------+------------------*/

UNICODE

UNICODE(value)

Description

Returns the Unicode code point for the first character in value. Returns 0 if value is empty, or if the resulting Unicode code point is 0.

Return type

INT64

Examples

SELECT UNICODE('âbcd') as A, UNICODE('â') as B, UNICODE('') as C, UNICODE(NULL) as D;

/*-------+-------+-------+-------*
 | A     | B     | C     | D     |
 +-------+-------+-------+-------+
 | 226   | 226   | 0     | NULL  |
 *-------+-------+-------+-------*/

UPPER

UPPER(value)

Description

For STRING arguments, returns the original string with all alphabetic characters in uppercase. Mapping between uppercase and lowercase is done according to the Unicode Character Database without taking into account language-specific mappings.

For BYTES arguments, the argument is treated as ASCII text, with all bytes greater than 127 left intact.

Return type

STRING or BYTES

Examples

WITH items AS
  (SELECT
    'foo' as item
  UNION ALL
  SELECT
    'bar' as item
  UNION ALL
  SELECT
    'baz' as item)

SELECT
  UPPER(item) AS example
FROM items;

/*---------*
 | example |
 +---------+
 | FOO     |
 | BAR     |
 | BAZ     |
 *---------*/