---
slug: /en/sql-reference/functions/string-functions
sidebar_position: 170
sidebar_label: Strings
---
import VersionBadge from '@theme/badges/VersionBadge';
# Functions for Working with Strings
Functions for [searching](string-search-functions.md) in strings and for [replacing](string-replace-functions.md) in strings are described separately.
## empty
Checks whether the input string is empty.
A string is considered non-empty if it contains at least one byte, even if this byte is a space or the null byte.
The function is also available for [arrays](array-functions.md#function-empty) and [UUIDs](uuid-functions.md#empty).
**Syntax**
``` sql
empty(x)
```
**Arguments**
- `x` — Input value. [String](../data-types/string.md).
**Returned value**
- Returns `1` for an empty string or `0` for a non-empty string.
Type: [UInt8](../data-types/int-uint.md).
**Example**
```sql
SELECT empty('');
```
Result:
```result
┌─empty('')─┐
│ 1 │
└───────────┘
```
## notEmpty
Checks whether the input string is non-empty.
A string is considered non-empty if it contains at least one byte, even if this byte is a space or the null byte.
The function is also available for [arrays](array-functions.md#function-notempty) and [UUIDs](uuid-functions.md#notempty).
**Syntax**
``` sql
notEmpty(x)
```
**Arguments**
- `x` — Input value. [String](../data-types/string.md).
**Returned value**
- Returns `1` for a non-empty string or `0` for an empty string string.
Type: [UInt8](../data-types/int-uint.md).
**Example**
```sql
SELECT notEmpty('text');
```
Result:
```result
┌─notEmpty('text')─┐
│ 1 │
└──────────────────┘
```
## length
Returns the length of a string in bytes (not: in characters or Unicode code points).
The function also works for arrays.
Alias: `OCTET_LENGTH`
## lengthUTF8
Returns the length of a string in Unicode code points (not: in bytes or characters). It assumes that the string contains valid UTF-8 encoded text. If this assumption is violated, no exception is thrown and the result is undefined.
Alias:
- `CHAR_LENGTH``
- `CHARACTER_LENGTH`
## leftPad
Pads a string from the left with spaces or with a specified string (multiple times, if needed) until the resulting string reaches the specified `length`.
**Syntax**
``` sql
leftPad(string, length[, pad_string])
```
Alias: `LPAD`
**Arguments**
- `string` — Input string that should be padded. [String](../data-types/string.md).
- `length` — The length of the resulting string. [UInt or Int](../data-types/int-uint.md). If the value is smaller than the input string length, then the input string is shortened to `length` characters.
- `pad_string` — The string to pad the input string with. [String](../data-types/string.md). Optional. If not specified, then the input string is padded with spaces.
**Returned value**
- A left-padded string of the given length.
Type: [String](../data-types/string.md).
**Example**
``` sql
SELECT leftPad('abc', 7, '*'), leftPad('def', 7);
```
Result:
```result
┌─leftPad('abc', 7, '*')─┬─leftPad('def', 7)─┐
│ ****abc │ def │
└────────────────────────┴───────────────────┘
```
## leftPadUTF8
Pads the string from the left with spaces or a specified string (multiple times, if needed) until the resulting string reaches the given length. Unlike [leftPad](#leftpad) which measures the string length in bytes, the string length is measured in code points.
**Syntax**
``` sql
leftPadUTF8(string, length[, pad_string])
```
**Arguments**
- `string` — Input string that should be padded. [String](../data-types/string.md).
- `length` — The length of the resulting string. [UInt or Int](../data-types/int-uint.md). If the value is smaller than the input string length, then the input string is shortened to `length` characters.
- `pad_string` — The string to pad the input string with. [String](../data-types/string.md). Optional. If not specified, then the input string is padded with spaces.
**Returned value**
- A left-padded string of the given length.
Type: [String](../data-types/string.md).
**Example**
``` sql
SELECT leftPadUTF8('абвг', 7, '*'), leftPadUTF8('дежз', 7);
```
Result:
```result
┌─leftPadUTF8('абвг', 7, '*')─┬─leftPadUTF8('дежз', 7)─┐
│ ***абвг │ дежз │
└─────────────────────────────┴────────────────────────┘
```
## rightPad
Pads a string from the right with spaces or with a specified string (multiple times, if needed) until the resulting string reaches the specified `length`.
**Syntax**
``` sql
rightPad(string, length[, pad_string])
```
Alias: `RPAD`
**Arguments**
- `string` — Input string that should be padded. [String](../data-types/string.md).
- `length` — The length of the resulting string. [UInt or Int](../data-types/int-uint.md). If the value is smaller than the input string length, then the input string is shortened to `length` characters.
- `pad_string` — The string to pad the input string with. [String](../data-types/string.md). Optional. If not specified, then the input string is padded with spaces.
**Returned value**
- A left-padded string of the given length.
Type: [String](../data-types/string.md).
**Example**
``` sql
SELECT rightPad('abc', 7, '*'), rightPad('abc', 7);
```
Result:
```result
┌─rightPad('abc', 7, '*')─┬─rightPad('abc', 7)─┐
│ abc**** │ abc │
└─────────────────────────┴────────────────────┘
```
## rightPadUTF8
Pads the string from the right with spaces or a specified string (multiple times, if needed) until the resulting string reaches the given length. Unlike [rightPad](#rightpad) which measures the string length in bytes, the string length is measured in code points.
**Syntax**
``` sql
rightPadUTF8(string, length[, pad_string])
```
**Arguments**
- `string` — Input string that should be padded. [String](../data-types/string.md).
- `length` — The length of the resulting string. [UInt or Int](../data-types/int-uint.md). If the value is smaller than the input string length, then the input string is shortened to `length` characters.
- `pad_string` — The string to pad the input string with. [String](../data-types/string.md). Optional. If not specified, then the input string is padded with spaces.
**Returned value**
- A right-padded string of the given length.
Type: [String](../data-types/string.md).
**Example**
``` sql
SELECT rightPadUTF8('абвг', 7, '*'), rightPadUTF8('абвг', 7);
```
Result:
```result
┌─rightPadUTF8('абвг', 7, '*')─┬─rightPadUTF8('абвг', 7)─┐
│ абвг*** │ абвг │
└──────────────────────────────┴─────────────────────────┘
```
## lower
Converts the ASCII Latin symbols in a string to lowercase.
Alias: `lcase`
## upper
Converts the ASCII Latin symbols in a string to uppercase.
Alias: `ucase`
## lowerUTF8
Converts a string to lowercase, assuming that the string contains valid UTF-8 encoded text. If this assumption is violated, no exception is thrown and the result is undefined.
Does not detect the language, e.g. for Turkish the result might not be exactly correct (i/İ vs. i/I).
If the length of the UTF-8 byte sequence is different for upper and lower case of a code point, the result may be incorrect for this code point.
## upperUTF8
Converts a string to uppercase, assuming that the string contains valid UTF-8 encoded text. If this assumption is violated, no exception is thrown and the result is undefined.
Does not detect the language, e.g. for Turkish the result might not be exactly correct (i/İ vs. i/I).
If the length of the UTF-8 byte sequence is different for upper and lower case of a code point, the result may be incorrect for this code point.
## isValidUTF8
Returns 1, if the set of bytes constitutes valid UTF-8-encoded text, otherwise 0.
## toValidUTF8
Replaces invalid UTF-8 characters by the `�` (U+FFFD) character. All running in a row invalid characters are collapsed into the one replacement character.
**Syntax**
``` sql
toValidUTF8(input_string)
```
**Arguments**
- `input_string` — Any set of bytes represented as the [String](../../sql-reference/data-types/string.md) data type object.
**Returned value**
- A valid UTF-8 string.
**Example**
``` sql
SELECT toValidUTF8('\x61\xF0\x80\x80\x80b');
```
```result
┌─toValidUTF8('a����b')─┐
│ a�b │
└───────────────────────┘
```
## repeat
Concatenates a string as many times with itself as specified.
**Syntax**
``` sql
repeat(s, n)
```
Alias: `REPEAT`
**Arguments**
- `s` — The string to repeat. [String](../../sql-reference/data-types/string.md).
- `n` — The number of times to repeat the string. [UInt* or Int*](../../sql-reference/data-types/int-uint.md).
**Returned value**
A string containing string `s` repeated `n` times. If `n` <= 0, the function returns the empty string.
Type: `String`.
**Example**
``` sql
SELECT repeat('abc', 10);
```
Result:
```result
┌─repeat('abc', 10)──────────────┐
│ abcabcabcabcabcabcabcabcabcabc │
└────────────────────────────────┘
```
## space
Concatenates a space (` `) as many times with itself as specified.
**Syntax**
``` sql
space(n)
```
Alias: `SPACE`.
**Arguments**
- `n` — The number of times to repeat the space. [UInt* or Int*](../../sql-reference/data-types/int-uint.md).
**Returned value**
The string containing string ` ` repeated `n` times. If `n` <= 0, the function returns the empty string.
Type: `String`.
**Example**
Query:
``` sql
SELECT space(3);
```
Result:
``` text
┌─space(3) ────┐
│ │
└──────────────┘
```
## reverse
Reverses the sequence of bytes in a string.
## reverseUTF8
Reverses a sequence of Unicode code points in a string. Assumes that the string contains valid UTF-8 encoded text. If this assumption is violated, no exception is thrown and the result is undefined.
## concat
Concatenates the given arguments.
**Syntax**
``` sql
concat(s1, s2, ...)
```
**Arguments**
At least one value of arbitrary type.
Arguments which are not of types [String](../../sql-reference/data-types/string.md) or [FixedString](../../sql-reference/data-types/fixedstring.md) are converted to strings using their default serialization. As this decreases performance, it is not recommended to use non-String/FixedString arguments.
**Returned values**
The String created by concatenating the arguments.
If any of arguments is `NULL`, the function returns `NULL`.
**Example**
Query:
``` sql
SELECT concat('Hello, ', 'World!');
```
Result:
```result
┌─concat('Hello, ', 'World!')─┐
│ Hello, World! │
└─────────────────────────────┘
```
Query:
```sql
SELECT concat(42, 144);
```
Result:
```result
┌─concat(42, 144)─┐
│ 42144 │
└─────────────────┘
```
## concatAssumeInjective
Like [concat](#concat) but assumes that `concat(s1, s2, ...) → sn` is injective. Can be used for optimization of GROUP BY.
A function is called injective if it returns for different arguments different results. In other words: different arguments never produce identical result.
**Syntax**
``` sql
concatAssumeInjective(s1, s2, ...)
```
**Arguments**
Values of type String or FixedString.
**Returned values**
The String created by concatenating the arguments.
If any of argument values is `NULL`, the function returns `NULL`.
**Example**
Input table:
``` sql
CREATE TABLE key_val(`key1` String, `key2` String, `value` UInt32) ENGINE = TinyLog;
INSERT INTO key_val VALUES ('Hello, ','World',1), ('Hello, ','World',2), ('Hello, ','World!',3), ('Hello',', World!',2);
SELECT * from key_val;
```
```result
┌─key1────┬─key2─────┬─value─┐
│ Hello, │ World │ 1 │
│ Hello, │ World │ 2 │
│ Hello, │ World! │ 3 │
│ Hello │ , World! │ 2 │
└─────────┴──────────┴───────┘
```
``` sql
SELECT concat(key1, key2), sum(value) FROM key_val GROUP BY concatAssumeInjective(key1, key2);
```
Result:
```result
┌─concat(key1, key2)─┬─sum(value)─┐
│ Hello, World! │ 3 │
│ Hello, World! │ 2 │
│ Hello, World │ 3 │
└────────────────────┴────────────┘
```
## concatWithSeparator
Concatenates the given strings with a given separator.
**Syntax**
``` sql
concatWithSeparator(sep, expr1, expr2, expr3...)
```
Alias: `concat_ws`
**Arguments**
- sep — separator. Const [String](../../sql-reference/data-types/string.md) or [FixedString](../../sql-reference/data-types/fixedstring.md).
- exprN — expression to be concatenated. Arguments which are not of types [String](../../sql-reference/data-types/string.md) or [FixedString](../../sql-reference/data-types/fixedstring.md) are converted to strings using their default serialization. As this decreases performance, it is not recommended to use non-String/FixedString arguments.
**Returned values**
The String created by concatenating the arguments.
If any of the argument values is `NULL`, the function returns `NULL`.
**Example**
``` sql
SELECT concatWithSeparator('a', '1', '2', '3', '4')
```
Result:
```result
┌─concatWithSeparator('a', '1', '2', '3', '4')─┐
│ 1a2a3a4 │
└──────────────────────────────────────────────┘
```
## concatWithSeparatorAssumeInjective
Like `concatWithSeparator` but assumes that `concatWithSeparator(sep, expr1, expr2, expr3...) → result` is injective. Can be used for optimization of GROUP BY.
A function is called injective if it returns for different arguments different results. In other words: different arguments never produce identical result.
## substring
Returns the substring of a string `s` which starts at the specified byte index `offset`. Byte counting starts from 1. If `offset` is 0, an empty string is returned. If `offset` is negative, the substring starts `pos` characters from the end of the string, rather than from the beginning. An optional argument `length` specifies the maximum number of bytes the returned substring may have.
**Syntax**
```sql
substring(s, offset[, length])
```
Alias:
- `substr`
- `mid`
- `byteSlice`
**Arguments**
- `s` — The string to calculate a substring from. [String](../../sql-reference/data-types/string.md), [FixedString](../../sql-reference/data-types/fixedstring.md) or [Enum](../../sql-reference/data-types/enum.md)
- `offset` — The starting position of the substring in `s` . [(U)Int*](../../sql-reference/data-types/int-uint.md).
- `length` — The maximum length of the substring. [(U)Int*](../../sql-reference/data-types/int-uint.md). Optional.
**Returned value**
A substring of `s` with `length` many bytes, starting at index `offset`.
Type: `String`.
**Example**
``` sql
SELECT 'database' AS db, substr(db, 5), substr(db, 5, 1)
```
Result:
```result
┌─db───────┬─substring('database', 5)─┬─substring('database', 5, 1)─┐
│ database │ base │ b │
└──────────┴──────────────────────────┴─────────────────────────────┘
```
## substringUTF8
Returns the substring of a string `s` which starts at the specified byte index `offset` for Unicode code points. Byte counting starts from `1`. If `offset` is `0`, an empty string is returned. If `offset` is negative, the substring starts `pos` characters from the end of the string, rather than from the beginning. An optional argument `length` specifies the maximum number of bytes the returned substring may have.
Assumes that the string contains valid UTF-8 encoded text. If this assumption is violated, no exception is thrown and the result is undefined.
**Syntax**
```sql
substringUTF8(s, offset[, length])
```
**Arguments**
- `s`: The string to calculate a substring from. [String](../../sql-reference/data-types/string.md), [FixedString](../../sql-reference/data-types/fixedstring.md) or [Enum](../../sql-reference/data-types/enum.md)
- `offset`: The starting position of the substring in `s` . [(U)Int*](../../sql-reference/data-types/int-uint.md).
- `length`: The maximum length of the substring. [(U)Int*](../../sql-reference/data-types/int-uint.md). Optional.
**Returned value**
A substring of `s` with `length` many bytes, starting at index `offset`.
**Implementation details**
Assumes that the string contains valid UTF-8 encoded text. If this assumption is violated, no exception is thrown and the result is undefined.
**Example**
```sql
SELECT 'Täglich grüßt das Murmeltier.' AS str,
substringUTF8(str, 9),
substringUTF8(str, 9, 5)
```
```response
Täglich grüßt das Murmeltier. grüßt das Murmeltier. grüßt
```
## substringIndex
Returns the substring of `s` before `count` occurrences of the delimiter `delim`, as in Spark or MySQL.
**Syntax**
```sql
substringIndex(s, delim, count)
```
Alias: `SUBSTRING_INDEX`
**Arguments**
- s: The string to extract substring from. [String](../../sql-reference/data-types/string.md).
- delim: The character to split. [String](../../sql-reference/data-types/string.md).
- count: The number of occurrences of the delimiter to count before extracting the substring. If count is positive, everything to the left of the final delimiter (counting from the left) is returned. If count is negative, everything to the right of the final delimiter (counting from the right) is returned. [UInt or Int](../data-types/int-uint.md)
**Example**
``` sql
SELECT substringIndex('www.clickhouse.com', '.', 2)
```
Result:
```
┌─substringIndex('www.clickhouse.com', '.', 2)─┐
│ www.clickhouse │
└──────────────────────────────────────────────┘
```
## substringIndexUTF8
Returns the substring of `s` before `count` occurrences of the delimiter `delim`, specifically for Unicode code points.
Assumes that the string contains valid UTF-8 encoded text. If this assumption is violated, no exception is thrown and the result is undefined.
**Syntax**
```sql
substringIndexUTF8(s, delim, count)
```
**Arguments**
- `s`: The string to extract substring from. [String](../../sql-reference/data-types/string.md).
- `delim`: The character to split. [String](../../sql-reference/data-types/string.md).
- `count`: The number of occurrences of the delimiter to count before extracting the substring. If count is positive, everything to the left of the final delimiter (counting from the left) is returned. If count is negative, everything to the right of the final delimiter (counting from the right) is returned. [UInt or Int](../data-types/int-uint.md)
**Returned value**
A substring [String](../../sql-reference/data-types/string.md) of `s` before `count` occurrences of `delim`.
**Implementation details**
Assumes that the string contains valid UTF-8 encoded text. If this assumption is violated, no exception is thrown and the result is undefined.
**Example**
```sql
SELECT substringIndexUTF8('www.straßen-in-europa.de', '.', 2)
```
```response
www.straßen-in-europa
```
## appendTrailingCharIfAbsent
Appends character `c` to string `s` if `s` is non-empty and does not end with character `c`.
**Syntax**
```sql
appendTrailingCharIfAbsent(s, c)
```
## convertCharset
Returns string `s` converted from the encoding `from` to encoding `to`.
**Syntax**
```sql
convertCharset(s, from, to)
```
## base58Encode
Encodes a String using [Base58](https://tools.ietf.org/id/draft-msporny-base58-01.html) in the "Bitcoin" alphabet.
**Syntax**
```sql
base58Encode(plaintext)
```
**Arguments**
- `plaintext` — [String](../../sql-reference/data-types/string.md) column or constant.
**Returned value**
- A string containing the encoded value of the argument.
Type: [String](../../sql-reference/data-types/string.md).
**Example**
``` sql
SELECT base58Encode('Encoded');
```
Result:
```result
┌─base58Encode('Encoded')─┐
│ 3dc8KtHrwM │
└─────────────────────────┘
```
## base58Decode
Accepts a String and decodes it using [Base58](https://tools.ietf.org/id/draft-msporny-base58-01.html) encoding scheme using "Bitcoin" alphabet.
**Syntax**
```sql
base58Decode(encoded)
```
**Arguments**
- `encoded` — [String](../../sql-reference/data-types/string.md) column or constant. If the string is not a valid Base58-encoded value, an exception is thrown.
**Returned value**
- A string containing the decoded value of the argument.
Type: [String](../../sql-reference/data-types/string.md).
**Example**
``` sql
SELECT base58Decode('3dc8KtHrwM');
```
Result:
```result
┌─base58Decode('3dc8KtHrwM')─┐
│ Encoded │
└────────────────────────────┘
```
## tryBase58Decode
Like `base58Decode` but returns an empty string in case of error.
## base64Encode
Encodes a String or FixedString as base64.
Alias: `TO_BASE64`.
## base64Decode
Decodes a base64-encoded String or FixedString. Throws an exception in case of error.
Alias: `FROM_BASE64`.
## tryBase64Decode
Like `base64Decode` but returns an empty string in case of error.
## endsWith {#endswith}
Returns whether string `str` ends with `suffix`.
**Syntax**
```sql
endsWith(str, suffix)
```
## endsWithUTF8
Returns whether string `str` ends with `suffix`, the difference between `endsWithUTF8` and `endsWith` is that `endsWithUTF8` match `str` and `suffix` by UTF-8 characters.
**Syntax**
```sql
endsWithUTF8(str, suffix)
```
**Example**
``` sql
SELECT endsWithUTF8('中国', '\xbd'), endsWith('中国', '\xbd')
```
Result:
```result
┌─endsWithUTF8('中国', '½')─┬─endsWith('中国', '½')─┐
│ 0 │ 1 │
└──────────────────────────┴──────────────────────┘
```
## startsWith {#startswith}
Returns whether string `str` starts with `prefix`.
**Syntax**
```sql
startsWith(str, prefix)
```
**Example**
``` sql
SELECT startsWith('Spider-Man', 'Spi');
```
## startsWithUTF8
Returns whether string `str` starts with `prefix`, the difference between `startsWithUTF8` and `startsWith` is that `startsWithUTF8` match `str` and `suffix` by UTF-8 characters.
**Example**
``` sql
SELECT startsWithUTF8('中国', '\xe4'), startsWith('中国', '\xe4')
```
Result:
```result
┌─startsWithUTF8('中国', '⥩─┬─startsWith('中国', '⥩─┐
│ 0 │ 1 │
└────────────────────────────┴────────────────────────┘
```
## trim
Removes the specified characters from the start or end of a string. If not specified otherwise, the function removes whitespace (ASCII-character 32).
**Syntax**
``` sql
trim([[LEADING|TRAILING|BOTH] trim_character FROM] input_string)
```
**Arguments**
- `trim_character` — Specified characters for trim. [String](../../sql-reference/data-types/string.md).
- `input_string` — String for trim. [String](../../sql-reference/data-types/string.md).
**Returned value**
A string without leading and/or trailing specified characters.
Type: `String`.
**Example**
``` sql
SELECT trim(BOTH ' ()' FROM '( Hello, world! )');
```
Result:
```result
┌─trim(BOTH ' ()' FROM '( Hello, world! )')─┐
│ Hello, world! │
└───────────────────────────────────────────────┘
```
## trimLeft
Removes the consecutive occurrences of whitespace (ASCII-character 32) from the start of a string.
**Syntax**
``` sql
trimLeft(input_string)
```
Alias: `ltrim(input_string)`.
**Arguments**
- `input_string` — string to trim. [String](../../sql-reference/data-types/string.md).
**Returned value**
A string without leading common whitespaces.
Type: `String`.
**Example**
``` sql
SELECT trimLeft(' Hello, world! ');
```
Result:
```result
┌─trimLeft(' Hello, world! ')─┐
│ Hello, world! │
└─────────────────────────────────────┘
```
## trimRight
Removes the consecutive occurrences of whitespace (ASCII-character 32) from the end of a string.
**Syntax**
``` sql
trimRight(input_string)
```
Alias: `rtrim(input_string)`.
**Arguments**
- `input_string` — string to trim. [String](../../sql-reference/data-types/string.md).
**Returned value**
A string without trailing common whitespaces.
Type: `String`.
**Example**
``` sql
SELECT trimRight(' Hello, world! ');
```
Result:
```result
┌─trimRight(' Hello, world! ')─┐
│ Hello, world! │
└──────────────────────────────────────┘
```
## trimBoth
Removes the consecutive occurrences of whitespace (ASCII-character 32) from both ends of a string.
**Syntax**
``` sql
trimBoth(input_string)
```
Alias: `trim(input_string)`.
**Arguments**
- `input_string` — string to trim. [String](../../sql-reference/data-types/string.md).
**Returned value**
A string without leading and trailing common whitespaces.
Type: `String`.
**Example**
``` sql
SELECT trimBoth(' Hello, world! ');
```
Result:
```result
┌─trimBoth(' Hello, world! ')─┐
│ Hello, world! │
└─────────────────────────────────────┘
```
## CRC32
Returns the CRC32 checksum of a string using CRC-32-IEEE 802.3 polynomial and initial value `0xffffffff` (zlib implementation).
The result type is UInt32.
## CRC32IEEE
Returns the CRC32 checksum of a string, using CRC-32-IEEE 802.3 polynomial.
The result type is UInt32.
## CRC64
Returns the CRC64 checksum of a string, using CRC-64-ECMA polynomial.
The result type is UInt64.
## normalizeQuery
Replaces literals, sequences of literals and complex aliases with placeholders.
**Syntax**
``` sql
normalizeQuery(x)
```
**Arguments**
- `x` — Sequence of characters. [String](../../sql-reference/data-types/string.md).
**Returned value**
- Sequence of characters with placeholders.
Type: [String](../../sql-reference/data-types/string.md).
**Example**
``` sql
SELECT normalizeQuery('[1, 2, 3, x]') AS query;
```
Result:
```result
┌─query────┐
│ [?.., x] │
└──────────┘
```
## normalizedQueryHash
Returns identical 64bit hash values without the values of literals for similar queries. Can be helpful to analyze query log.
**Syntax**
``` sql
normalizedQueryHash(x)
```
**Arguments**
- `x` — Sequence of characters. [String](../../sql-reference/data-types/string.md).
**Returned value**
- Hash value.
Type: [UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges).
**Example**
``` sql
SELECT normalizedQueryHash('SELECT 1 AS `xyz`') != normalizedQueryHash('SELECT 1 AS `abc`') AS res;
```
Result:
```result
┌─res─┐
│ 1 │
└─────┘
```
## normalizeUTF8NFC
Converts a string to [NFC normalized form](https://en.wikipedia.org/wiki/Unicode_equivalence#Normal_forms), assuming the string is valid UTF8-encoded text.
**Syntax**
``` sql
normalizeUTF8NFC(words)
```
**Arguments**
- `words` — UTF8-encoded input string. [String](../../sql-reference/data-types/string.md).
**Returned value**
- String transformed to NFC normalization form.
Type: [String](../../sql-reference/data-types/string.md).
**Example**
``` sql
SELECT length('â'), normalizeUTF8NFC('â') AS nfc, length(nfc) AS nfc_len;
```
Result:
```result
┌─length('â')─┬─nfc─┬─nfc_len─┐
│ 2 │ â │ 2 │
└─────────────┴─────┴─────────┘
```
## normalizeUTF8NFD
Converts a string to [NFD normalized form](https://en.wikipedia.org/wiki/Unicode_equivalence#Normal_forms), assuming the string is valid UTF8-encoded text.
**Syntax**
``` sql
normalizeUTF8NFD(words)
```
**Arguments**
- `words` — UTF8-encoded input string. [String](../../sql-reference/data-types/string.md).
**Returned value**
- String transformed to NFD normalization form.
Type: [String](../../sql-reference/data-types/string.md).
**Example**
``` sql
SELECT length('â'), normalizeUTF8NFD('â') AS nfd, length(nfd) AS nfd_len;
```
Result:
```result
┌─length('â')─┬─nfd─┬─nfd_len─┐
│ 2 │ â │ 3 │
└─────────────┴─────┴─────────┘
```
## normalizeUTF8NFKC
Converts a string to [NFKC normalized form](https://en.wikipedia.org/wiki/Unicode_equivalence#Normal_forms), assuming the string is valid UTF8-encoded text.
**Syntax**
``` sql
normalizeUTF8NFKC(words)
```
**Arguments**
- `words` — UTF8-encoded input string. [String](../../sql-reference/data-types/string.md).
**Returned value**
- String transformed to NFKC normalization form.
Type: [String](../../sql-reference/data-types/string.md).
**Example**
``` sql
SELECT length('â'), normalizeUTF8NFKC('â') AS nfkc, length(nfkc) AS nfkc_len;
```
Result:
```result
┌─length('â')─┬─nfkc─┬─nfkc_len─┐
│ 2 │ â │ 2 │
└─────────────┴──────┴──────────┘
```
## normalizeUTF8NFKD
Converts a string to [NFKD normalized form](https://en.wikipedia.org/wiki/Unicode_equivalence#Normal_forms), assuming the string is valid UTF8-encoded text.
**Syntax**
``` sql
normalizeUTF8NFKD(words)
```
**Arguments**
- `words` — UTF8-encoded input string. [String](../../sql-reference/data-types/string.md).
**Returned value**
- String transformed to NFKD normalization form.
Type: [String](../../sql-reference/data-types/string.md).
**Example**
``` sql
SELECT length('â'), normalizeUTF8NFKD('â') AS nfkd, length(nfkd) AS nfkd_len;
```
Result:
```result
┌─length('â')─┬─nfkd─┬─nfkd_len─┐
│ 2 │ â │ 3 │
└─────────────┴──────┴──────────┘
```
## encodeXMLComponent
Escapes characters with special meaning in XML such that they can afterwards be place into a XML text node or attribute.
The following characters are replaced: `<`, `&`, `>`, `"`, `'`.
Also see the [list of XML and HTML character entity references](https://en.wikipedia.org/wiki/List_of_XML_and_HTML_character_entity_references).
**Syntax**
``` sql
encodeXMLComponent(x)
```
**Arguments**
- `x` — An input string. [String](../../sql-reference/data-types/string.md).
**Returned value**
- The escaped string.
Type: [String](../../sql-reference/data-types/string.md).
**Example**
``` sql
SELECT encodeXMLComponent('Hello, "world"!');
SELECT encodeXMLComponent('<123>');
SELECT encodeXMLComponent('&clickhouse');
SELECT encodeXMLComponent('\'foo\'');
```
Result:
```result
Hello, "world"!
<123>
&clickhouse
'foo'
```
## decodeXMLComponent
Un-escapes substrings with special meaning in XML. These substrings are: `"` `&` `'` `>` `<`
This function also replaces numeric character references with Unicode characters. Both decimal (like `✓`) and hexadecimal (`✓`) forms are supported.
**Syntax**
``` sql
decodeXMLComponent(x)
```
**Arguments**
- `x` — An input string. [String](../../sql-reference/data-types/string.md).
**Returned value**
- The un-escaped string.
Type: [String](../../sql-reference/data-types/string.md).
**Example**
``` sql
SELECT decodeXMLComponent(''foo'');
SELECT decodeXMLComponent('< Σ >');
```
Result:
```result
'foo'
< Σ >
```
## decodeHTMLComponent
Un-escapes substrings with special meaning in HTML. For example: `ℏ` `>` `♦` `♥` `<` etc.
This function also replaces numeric character references with Unicode characters. Both decimal (like `✓`) and hexadecimal (`✓`) forms are supported.
**Syntax**
``` sql
decodeHTMLComponent(x)
```
**Arguments**
- `x` — An input string. [String](../../sql-reference/data-types/string.md).
**Returned value**
- The un-escaped string.
Type: [String](../../sql-reference/data-types/string.md).
**Example**
``` sql
SELECT decodeHTMLComponent(''CH');
SELECT decodeHTMLComponent('I♥ClickHouse');
```
Result:
```result
'CH'
I♥ClickHouse'
```
## extractTextFromHTML
This function extracts plain text from HTML or XHTML.
It does not conform 100% to the HTML, XML or XHTML specification but the implementation is reasonably accurate and fast. The rules are the following:
1. Comments are skipped. Example: ``. Comment must end with `-->`. Nested comments are disallowed.
Note: constructions like `` and `` are not valid comments in HTML but they are skipped by other rules.
2. CDATA is pasted verbatim. Note: CDATA is XML/XHTML-specific and processed on a "best-effort" basis.
3. `script` and `style` elements are removed with all their content. Note: it is assumed that closing tag cannot appear inside content. For example, in JS string literal has to be escaped like `"<\/script>"`.
Note: comments and CDATA are possible inside `script` or `style` - then closing tags are not searched inside CDATA. Example: `]]>`. But they are still searched inside comments. Sometimes it becomes complicated: ` var y = "-->"; alert(x + y);`
Note: `script` and `style` can be the names of XML namespaces - then they are not treated like usual `script` or `style` elements. Example: `Hello`.
Note: whitespaces are possible after closing tag name: `` but not before: `< / script>`.
4. Other tags or tag-like elements are skipped without inner content. Example: `.`
Note: it is expected that this HTML is illegal: ``
Note: it also skips something like tags: `<>`, ``, etc.
Note: tag without end is skipped to the end of input: `world`, `Helloworld` - there is no whitespace in HTML, but the function inserts it. Also consider: `Helloworld
`, `Hello
world`. This behavior is reasonable for data analysis, e.g. to convert HTML to a bag of words.
7. Also note that correct handling of whitespaces requires the support of `` and CSS `display` and `white-space` properties.
**Syntax**
``` sql
extractTextFromHTML(x)
```
**Arguments**
- `x` — input text. [String](../../sql-reference/data-types/string.md).
**Returned value**
- Extracted text.
Type: [String](../../sql-reference/data-types/string.md).
**Example**
The first example contains several tags and a comment and also shows whitespace processing.
The second example shows `CDATA` and `script` tag processing.
In the third example text is extracted from the full HTML response received by the [url](../../sql-reference/table-functions/url.md) function.
``` sql
SELECT extractTextFromHTML(' A text withtags.
');
SELECT extractTextFromHTML('CDATA]]> ');
SELECT extractTextFromHTML(html) FROM url('http://www.donothingfor2minutes.com/', RawBLOB, 'html String');
```
Result:
```result
A text with tags .
The content within CDATA
Do Nothing for 2 Minutes 2:00
```
## ascii {#ascii}
Returns the ASCII code point (as Int32) of the first character of string `s`.
If `s` is empty, the result is 0. If the first character is not an ASCII character or not part of the Latin-1 supplement range of UTF-16, the result is undefined.
**Syntax**
```sql
ascii(s)
```
## soundex
Returns the [Soundex code](https://en.wikipedia.org/wiki/Soundex) of a string.
**Syntax**
``` sql
soundex(val)
```
**Arguments**
- `val` - Input value. [String](../data-types/string.md)
**Returned value**
- The Soundex code of the input value. [String](../data-types/string.md)
**Example**
``` sql
select soundex('aksel');
```
Result:
```result
┌─soundex('aksel')─┐
│ A240 │
└──────────────────┘
```
## punycodeEncode
Returns the [Punycode](https://en.wikipedia.org/wiki/Punycode) representation of a string.
The string must be UTF8-encoded, otherwise the behavior is undefined.
**Syntax**
``` sql
punycodeEncode(val)
```
**Arguments**
- `val` - Input value. [String](../data-types/string.md)
**Returned value**
- A Punycode representation of the input value. [String](../data-types/string.md)
**Example**
``` sql
select punycodeEncode('München');
```
Result:
```result
┌─punycodeEncode('München')─┐
│ Mnchen-3ya │
└───────────────────────────┘
```
## punycodeDecode
Returns the UTF8-encoded plaintext of a [Punycode](https://en.wikipedia.org/wiki/Punycode)-encoded string.
If no valid Punycode-encoded string is given, an exception is thrown.
**Syntax**
``` sql
punycodeEncode(val)
```
**Arguments**
- `val` - Punycode-encoded string. [String](../data-types/string.md)
**Returned value**
- The plaintext of the input value. [String](../data-types/string.md)
**Example**
``` sql
select punycodeDecode('Mnchen-3ya');
```
Result:
```result
┌─punycodeDecode('Mnchen-3ya')─┐
│ München │
└──────────────────────────────┘
```
## tryPunycodeDecode
Like `punycodeDecode` but returns an empty string if no valid Punycode-encoded string is given.
## idnaEncode
Returns the the ASCII representation (ToASCII algorithm) of a domain name according to the [Internationalized Domain Names in Applications](https://en.wikipedia.org/wiki/Internationalized_domain_name#Internationalizing_Domain_Names_in_Applications) (IDNA) mechanism.
The input string must be UTF-encoded and translatable to an ASCII string, otherwise an exception is thrown.
Note: No percent decoding or trimming of tabs, spaces or control characters is performed.
**Syntax**
```sql
idnaEncode(val)
```
**Arguments**
- `val` - Input value. [String](../data-types/string.md)
**Returned value**
- A ASCII representation according to the IDNA mechanism of the input value. [String](../data-types/string.md)
**Example**
``` sql
select idnaEncode('straße.münchen.de');
```
Result:
```result
┌─idnaEncode('straße.münchen.de')─────┐
│ xn--strae-oqa.xn--mnchen-3ya.de │
└─────────────────────────────────────┘
```
## tryIdnaEncode
Like `idnaEncode` but returns an empty string in case of an error instead of throwing an exception.
## idnaDecode
Returns the the Unicode (UTF-8) representation (ToUnicode algorithm) of a domain name according to the [Internationalized Domain Names in Applications](https://en.wikipedia.org/wiki/Internationalized_domain_name#Internationalizing_Domain_Names_in_Applications) (IDNA) mechanism.
In case of an error (e.g. because the input is invalid), the input string is returned.
Note that repeated application of `idnaEncode()` and `idnaDecode()` does not necessarily return the original string due to case normalization.
**Syntax**
```sql
idnaDecode(val)
```
**Arguments**
- `val` - Input value. [String](../data-types/string.md)
**Returned value**
- A Unicode (UTF-8) representation according to the IDNA mechanism of the input value. [String](../data-types/string.md)
**Example**
``` sql
select idnaDecode('xn--strae-oqa.xn--mnchen-3ya.de');
```
Result:
```result
┌─idnaDecode('xn--strae-oqa.xn--mnchen-3ya.de')─┐
│ straße.münchen.de │
└───────────────────────────────────────────────┘
```
## byteHammingDistance
Calculates the [hamming distance](https://en.wikipedia.org/wiki/Hamming_distance) between two byte strings.
**Syntax**
```sql
byteHammingDistance(string1, string2)
```
**Examples**
``` sql
SELECT byteHammingDistance('karolin', 'kathrin');
```
Result:
``` text
┌─byteHammingDistance('karolin', 'kathrin')─┐
│ 3 │
└───────────────────────────────────────────┘
```
Alias: mismatches
## stringJaccardIndex
Calculates the [Jaccard similarity index](https://en.wikipedia.org/wiki/Jaccard_index) between two byte strings.
**Syntax**
```sql
stringJaccardIndex(string1, string2)
```
**Examples**
``` sql
SELECT stringJaccardIndex('clickhouse', 'mouse');
```
Result:
``` text
┌─stringJaccardIndex('clickhouse', 'mouse')─┐
│ 0.4 │
└───────────────────────────────────────────┘
```
## stringJaccardIndexUTF8
Like [stringJaccardIndex](#stringJaccardIndex) but for UTF8-encoded strings.
## editDistance
Calculates the [edit distance](https://en.wikipedia.org/wiki/Edit_distance) between two byte strings.
**Syntax**
```sql
editDistance(string1, string2)
```
**Examples**
``` sql
SELECT editDistance('clickhouse', 'mouse');
```
Result:
``` text
┌─editDistance('clickhouse', 'mouse')─┐
│ 6 │
└─────────────────────────────────────┘
```
Alias: levenshteinDistance
## damerauLevenshteinDistance
Calculates the [Damerau-Levenshtein distance](https://en.wikipedia.org/wiki/Damerau%E2%80%93Levenshtein_distance) between two byte strings.
**Syntax**
```sql
damerauLevenshteinDistance(string1, string2)
```
**Examples**
``` sql
SELECT damerauLevenshteinDistance('clickhouse', 'mouse');
```
Result:
``` text
┌─damerauLevenshteinDistance('clickhouse', 'mouse')─┐
│ 6 │
└───────────────────────────────────────────────────┘
```
## jaroSimilarity
Calculates the [Jaro similarity](https://en.wikipedia.org/wiki/Jaro%E2%80%93Winkler_distance#Jaro_similarity) between two byte strings.
**Syntax**
```sql
jaroSimilarity(string1, string2)
```
**Examples**
``` sql
SELECT jaroSimilarity('clickhouse', 'click');
```
Result:
``` text
┌─jaroSimilarity('clickhouse', 'click')─┐
│ 0.8333333333333333 │
└───────────────────────────────────────┘
```
## jaroWinklerSimilarity
Calculates the [Jaro-Winkler similarity](https://en.wikipedia.org/wiki/Jaro%E2%80%93Winkler_distance#Jaro%E2%80%93Winkler_similarity) between two byte strings.
**Syntax**
```sql
jaroWinklerSimilarity(string1, string2)
```
**Examples**
``` sql
SELECT jaroWinklerSimilarity('clickhouse', 'click');
```
Result:
``` text
┌─jaroWinklerSimilarity('clickhouse', 'click')─┐
│ 0.8999999999999999 │
└──────────────────────────────────────────────┘
```
## initcap
Convert the first letter of each word to upper case and the rest to lower case. Words are sequences of alphanumeric characters separated by non-alphanumeric characters.
## initcapUTF8
Like [initcap](#initcap), assuming that the string contains valid UTF-8 encoded text. If this assumption is violated, no exception is thrown and the result is undefined.
Does not detect the language, e.g. for Turkish the result might not be exactly correct (i/İ vs. i/I).
If the length of the UTF-8 byte sequence is different for upper and lower case of a code point, the result may be incorrect for this code point.
## firstLine
Returns the first line from a multi-line string.
**Syntax**
```sql
firstLine(val)
```
**Arguments**
- `val` - Input value. [String](../data-types/string.md)
**Returned value**
- The first line of the input value or the whole value if there is no line
separators. [String](../data-types/string.md)
**Example**
```sql
select firstLine('foo\nbar\nbaz');
```
Result:
```result
┌─firstLine('foo\nbar\nbaz')─┐
│ foo │
└────────────────────────────┘
```