ClickHouse/docs/en/sql-reference/functions/string-search-functions.md

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---
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slug: /en/sql-reference/functions/string-search-functions
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sidebar_position: 160
sidebar_label: Searching in Strings
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---
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# Functions for Searching in Strings
All functions in this section search case-sensitively by default. Case-insensitive search is usually provided by separate function variants.
:::note
Case-insensitive search follows the lowercase-uppercase rules of the English language. E.g. Uppercased `i` in the English language is
`I` whereas in the Turkish language it is `İ` - results for languages other than English may be unexpected.
:::
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Functions in this section also assume that the searched string (referred to in this section as `haystack`) and the search string (referred to in this section as `needle`) are single-byte encoded text. If this assumption is
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violated, no exception is thrown and results are undefined. Search with UTF-8 encoded strings is usually provided by separate function
variants. Likewise, if a UTF-8 function variant is used and the input strings are not UTF-8 encoded text, no exception is thrown and the
results are undefined. Note that no automatic Unicode normalization is performed, however you can use the
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[normalizeUTF8*()](https://clickhouse.com/docs/en/sql-reference/functions/string-functions/) functions for that.
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[General strings functions](string-functions.md) and [functions for replacing in strings](string-replace-functions.md) are described separately.
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## position
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Returns the position (in bytes, starting at 1) of a substring `needle` in a string `haystack`.
**Syntax**
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``` sql
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position(haystack, needle[, start_pos])
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```
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Alias:
- `position(needle IN haystack)`
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**Arguments**
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- `haystack` — String in which the search is performed. [String](../../sql-reference/syntax.md#syntax-string-literal).
- `needle` — Substring to be searched. [String](../../sql-reference/syntax.md#syntax-string-literal).
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- `start_pos` Position (1-based) in `haystack` at which the search starts. [UInt](../../sql-reference/data-types/int-uint.md). Optional.
**Returned values**
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- Starting position in bytes and counting from 1, if the substring was found.
- 0, if the substring was not found.
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If substring `needle` is empty, these rules apply:
- if no `start_pos` was specified: return `1`
- if `start_pos = 0`: return `1`
- if `start_pos >= 1` and `start_pos <= length(haystack) + 1`: return `start_pos`
- otherwise: return `0`
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The same rules also apply to functions `locate`, `positionCaseInsensitive`, `positionUTF8` and `positionCaseInsensitiveUTF8`.
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Type: `Integer`.
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**Examples**
Query:
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``` sql
SELECT position('Hello, world!', '!');
```
Result:
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``` text
┌─position('Hello, world!', '!')─┐
│ 13 │
└────────────────────────────────┘
```
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Example with `start_pos` argument:
Query:
``` sql
SELECT
position('Hello, world!', 'o', 1),
position('Hello, world!', 'o', 7)
```
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Result:
``` text
┌─position('Hello, world!', 'o', 1)─┬─position('Hello, world!', 'o', 7)─┐
│ 5 │ 9 │
└───────────────────────────────────┴───────────────────────────────────┘
```
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Example for `needle IN haystack` syntax:
Query:
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```sql
SELECT 6 = position('/' IN s) FROM (SELECT 'Hello/World' AS s);
```
Result:
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```text
┌─equals(6, position(s, '/'))─┐
│ 1 │
└─────────────────────────────┘
```
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Examples with empty `needle` substring:
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Query:
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``` sql
SELECT
position('abc', ''),
position('abc', '', 0),
position('abc', '', 1),
position('abc', '', 2),
position('abc', '', 3),
position('abc', '', 4),
position('abc', '', 5)
```
Result:
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``` text
┌─position('abc', '')─┬─position('abc', '', 0)─┬─position('abc', '', 1)─┬─position('abc', '', 2)─┬─position('abc', '', 3)─┬─position('abc', '', 4)─┬─position('abc', '', 5)─┐
│ 1 │ 1 │ 1 │ 2 │ 3 │ 4 │ 0 │
└─────────────────────┴────────────────────────┴────────────────────────┴────────────────────────┴────────────────────────┴────────────────────────┴────────────────────────┘
```
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## locate
Like [position](#position) but with arguments `haystack` and `locate` switched.
The behavior of this function depends on the ClickHouse version:
- in versions < v24.3, `locate` was an alias of function `position` and accepted arguments `(haystack, needle[, start_pos])`.
- in versions >= 24.3,, `locate` is an individual function (for better compatibility with MySQL) and accepts arguments `(needle, haystack[, start_pos])`. The previous behavior
can be restored using setting [function_locate_has_mysql_compatible_argument_order = false](../../operations/settings/settings.md#function-locate-has-mysql-compatible-argument-order);
**Syntax**
``` sql
locate(needle, haystack[, start_pos])
```
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## positionCaseInsensitive
A case insensitive invariant of [position](#position).
**Example**
Query:
``` sql
SELECT position('Hello, world!', 'hello');
```
Result:
``` text
┌─position('Hello, world!', 'hello')─┐
│ 0 │
└────────────────────────────────────┘
```
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## positionUTF8
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Like [position](#position) but assumes `haystack` and `needle` are UTF-8 encoded strings.
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**Examples**
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Function `positionUTF8` correctly counts character `ö` (represented by two points) as a single Unicode codepoint:
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Query:
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``` sql
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SELECT positionUTF8('Motörhead', 'r');
```
Result:
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``` text
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┌─position('Motörhead', 'r')─┐
│ 5 │
└────────────────────────────┘
```
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## positionCaseInsensitiveUTF8
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Like [positionUTF8](#positionutf8) but searches case-insensitively.
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## multiSearchAllPositions
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Like [position](#position) but returns an array of positions (in bytes, starting at 1) for multiple `needle` substrings in a `haystack` string.
:::note
All `multiSearch*()` functions only support up to 2<sup>8</sup> needles.
:::
**Syntax**
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``` sql
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multiSearchAllPositions(haystack, [needle1, needle2, ..., needleN])
```
**Arguments**
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- `haystack` — String in which the search is performed. [String](../../sql-reference/syntax.md#syntax-string-literal).
- `needle` — Substrings to be searched. [Array](../../sql-reference/data-types/array.md).
**Returned values**
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- Array of the starting position in bytes and counting from 1, if the substring was found.
- 0, if the substring was not found.
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**Example**
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Query:
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``` sql
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SELECT multiSearchAllPositions('Hello, World!', ['hello', '!', 'world']);
```
Result:
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``` text
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┌─multiSearchAllPositions('Hello, World!', ['hello', '!', 'world'])─┐
│ [0,13,0] │
└───────────────────────────────────────────────────────────────────┘
```
## multiSearchAllPositionsCaseInsensitive
Like [multiSearchAllPositions](#multisearchallpositions) but ignores case.
**Syntax**
```sql
multiSearchAllPositionsCaseInsensitive(haystack, [needle1, needle2, ..., needleN])
```
**Parameters**
- `haystack` — String in which the search is performed. [String](../../sql-reference/syntax.md#syntax-string-literal).
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- `needle` — Substrings to be searched. [Array](../../sql-reference/data-types/array.md).
**Returned value**
- Array of the starting position in bytes and counting from 1 (if the substring was found).
- 0 if the substring was not found.
**Example**
Query:
```sql
SELECT multiSearchAllPositionsCaseInsensitive('ClickHouse',['c','h']);
```
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Result:
```response
["1","6"]
```
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## multiSearchAllPositionsUTF8
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Like [multiSearchAllPositions](#multiSearchAllPositions) but assumes `haystack` and the `needle` substrings are UTF-8 encoded strings.
**Syntax**
```sql
multiSearchAllPositionsUTF8(haystack, [needle1, needle2, ..., needleN])
```
**Parameters**
- `haystack` — UTF-8 encoded string in which the search is performed. [String](../../sql-reference/syntax.md#syntax-string-literal).
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- `needle` — UTF-8 encoded substrings to be searched. [Array](../../sql-reference/data-types/array.md).
**Returned value**
- Array of the starting position in bytes and counting from 1 (if the substring was found).
- 0 if the substring was not found.
**Example**
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Given `ClickHouse` as a UTF-8 string, find the positions of `C` (`\x43`) and `H` (`\x48`).
Query:
```sql
SELECT multiSearchAllPositionsUTF8('\x43\x6c\x69\x63\x6b\x48\x6f\x75\x73\x65',['\x43','\x48']);
```
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Result:
```response
["1","6"]
```
## multiSearchAllPositionsCaseInsensitiveUTF8
Like [multiSearchAllPositionsUTF8](#multisearchallpositionsutf8) but ignores case.
**Syntax**
```sql
multiSearchAllPositionsCaseInsensitiveUTF8(haystack, [needle1, needle2, ..., needleN])
```
**Parameters**
- `haystack` — UTF-8 encoded string in which the search is performed. [String](../../sql-reference/syntax.md#syntax-string-literal).
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- `needle` — UTF-8 encoded substrings to be searched. [Array](../../sql-reference/data-types/array.md).
**Returned value**
- Array of the starting position in bytes and counting from 1 (if the substring was found).
- 0 if the substring was not found.
**Example**
Given `ClickHouse` as a UTF-8 string, find the positions of `c` (`\x63`) and `h` (`\x68`).
Query:
```sql
SELECT multiSearchAllPositionsCaseInsensitiveUTF8('\x43\x6c\x69\x63\x6b\x48\x6f\x75\x73\x65',['\x63','\x68']);
```
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Result:
```response
["1","6"]
```
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## multiSearchFirstPosition
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Like [`position`](#position) but returns the leftmost offset in a `haystack` string which matches any of multiple `needle` strings.
Functions [`multiSearchFirstPositionCaseInsensitive`](#multiSearchFirstPositionCaseInsensitive), [`multiSearchFirstPositionUTF8`](#multiSearchFirstPositionUTF8) and [`multiSearchFirstPositionCaseInsensitiveUTF8`](#multiSearchFirstPositionCaseInsensitiveUTF8) provide case-insensitive and/or UTF-8 variants of this function.
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**Syntax**
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```sql
multiSearchFirstPosition(haystack, [needle1, needle2, ..., needleN])
```
**Parameters**
- `haystack` — String in which the search is performed. [String](../../sql-reference/syntax.md#syntax-string-literal).
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- `needle` — Substrings to be searched. [Array](../../sql-reference/data-types/array.md).
**Returned value**
- Leftmost offset in a `haystack` string which matches any of multiple `needle` strings.
- 0, if there was no match.
**Example**
Query:
```sql
SELECT multiSearchFirstPosition('Hello World',['llo', 'Wor', 'ld']);
```
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Result:
```response
3
```
## multiSearchFirstPositionCaseInsensitive
Like [`multiSearchFirstPosition`](#multiSearchFirstPosition) but ignores case.
**Syntax**
```sql
multiSearchFirstPositionCaseInsensitive(haystack, [needle1, needle2, ..., needleN])
```
**Parameters**
- `haystack` — String in which the search is performed. [String](../../sql-reference/syntax.md#syntax-string-literal).
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- `needle` — Array of substrings to be searched. [Array](../../sql-reference/data-types/array.md).
**Returned value**
- Leftmost offset in a `haystack` string which matches any of multiple `needle` strings.
- 0, if there was no match.
**Example**
Query:
```sql
SELECT multiSearchFirstPositionCaseInsensitive('HELLO WORLD',['wor', 'ld', 'ello']);
```
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Result:
```response
2
```
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## multiSearchFirstPositionUTF8
Like [`multiSearchFirstPosition`](#multiSearchFirstPosition) but assumes `haystack` and `needle` to be UTF-8 strings.
**Syntax**
```sql
multiSearchFirstPositionUTF8(haystack, [needle1, needle2, ..., needleN])
```
**Parameters**
- `haystack` — UTF-8 string in which the search is performed. [String](../../sql-reference/syntax.md#syntax-string-literal).
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- `needle` — Array of UTF-8 substrings to be searched. [Array](../../sql-reference/data-types/array.md).
**Returned value**
- Leftmost offset in a `haystack` string which matches any of multiple `needle` strings.
- 0, if there was no match.
**Example**
Find the leftmost offset in UTF-8 string `hello world` which matches any of the given needles.
Query:
```sql
SELECT multiSearchFirstPositionUTF8('\x68\x65\x6c\x6c\x6f\x20\x77\x6f\x72\x6c\x64',['wor', 'ld', 'ello']);
```
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Result:
```response
2
```
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## multiSearchFirstPositionCaseInsensitiveUTF8
Like [`multiSearchFirstPosition`](#multiSearchFirstPosition) but assumes `haystack` and `needle` to be UTF-8 strings and ignores case.
**Syntax**
```sql
multiSearchFirstPositionCaseInsensitiveUTF8(haystack, [needle1, needle2, ..., needleN])
```
**Parameters**
- `haystack` — UTF-8 string in which the search is performed. [String](../../sql-reference/syntax.md#syntax-string-literal).
- `needle` — Array of UTF-8 substrings to be searched. [Array](../../sql-reference/data-types/array.md)
**Returned value**
- Leftmost offset in a `haystack` string which matches any of multiple `needle` strings, ignoring case.
- 0, if there was no match.
**Example**
Find the leftmost offset in UTF-8 string `HELLO WORLD` which matches any of the given needles.
Query:
```sql
SELECT multiSearchFirstPositionCaseInsensitiveUTF8('\x48\x45\x4c\x4c\x4f\x20\x57\x4f\x52\x4c\x44',['wor', 'ld', 'ello']);
```
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Result:
```response
2
```
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## multiSearchFirstIndex
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Returns the index `i` (starting from 1) of the leftmost found needle<sub>i</sub> in the string `haystack` and 0 otherwise.
Functions [`multiSearchFirstIndexCaseInsensitive`](#multiSearchFirstIndexCaseInsensitive), [`multiSearchFirstIndexUTF8`](#multiSearchFirstIndexUTF8) and [`multiSearchFirstIndexCaseInsensitiveUTF8`](#multiSearchFirstIndexCaseInsensitiveUTF8) provide case-insensitive and/or UTF-8 variants of this function.
**Syntax**
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```sql
multiSearchFirstIndex(haystack, [needle1, needle2, ..., needleN])
```
**Parameters**
- `haystack` — String in which the search is performed. [String](../../sql-reference/syntax.md#syntax-string-literal).
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- `needle` — Substrings to be searched. [Array](../../sql-reference/data-types/array.md).
**Returned value**
- index (starting from 1) of the leftmost found needle.
- 0, if there was no match.
**Example**
Query:
```sql
SELECT multiSearchFirstIndex('Hello World',['World','Hello']);
```
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Result:
```response
1
```
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## multiSearchFirstIndexCaseInsensitive
Returns the index `i` (starting from 1) of the leftmost found needle<sub>i</sub> in the string `haystack` and 0 otherwise. Ignores case.
**Syntax**
```sql
multiSearchFirstIndexCaseInsensitive(haystack, [needle1, needle2, ..., needleN])
```
**Parameters**
- `haystack` — String in which the search is performed. [String](../../sql-reference/syntax.md#syntax-string-literal).
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- `needle` — Substrings to be searched. [Array](../../sql-reference/data-types/array.md).
**Returned value**
- index (starting from 1) of the leftmost found needle.
- 0, if there was no match.
**Example**
Query:
```sql
SELECT multiSearchFirstIndexCaseInsensitive('hElLo WoRlD',['World','Hello']);
```
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Result:
```response
1
```
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## multiSearchFirstIndexUTF8
Returns the index `i` (starting from 1) of the leftmost found needle<sub>i</sub> in the string `haystack` and 0 otherwise. Assumes `haystack` and `needle` are UTF-8 encoded strings.
**Syntax**
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```sql
multiSearchFirstIndexUTF8(haystack, [needle1, needle2, ..., needleN])
```
**Parameters**
- `haystack` — UTF-8 string in which the search is performed. [String](../../sql-reference/syntax.md#syntax-string-literal).
- `needle` — Array of UTF-8 substrings to be searched. [Array](../../sql-reference/data-types/array.md)
**Returned value**
- index (starting from 1) of the leftmost found needle.
- 0, if there was no match.
**Example**
Given `Hello World` as a UTF-8 string, find the first index of UTF-8 strings `Hello` and `World`.
Query:
```sql
SELECT multiSearchFirstIndexUTF8('\x48\x65\x6c\x6c\x6f\x20\x57\x6f\x72\x6c\x64',['\x57\x6f\x72\x6c\x64','\x48\x65\x6c\x6c\x6f']);
```
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Result:
```response
1
```
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## multiSearchFirstIndexCaseInsensitiveUTF8
Returns the index `i` (starting from 1) of the leftmost found needle<sub>i</sub> in the string `haystack` and 0 otherwise. Assumes `haystack` and `needle` are UTF-8 encoded strings. Ignores case.
**Syntax**
```sql
multiSearchFirstIndexCaseInsensitiveUTF8(haystack, [needle1, needle2, ..., needleN])
```
**Parameters**
- `haystack` — UTF-8 string in which the search is performed. [String](../../sql-reference/syntax.md#syntax-string-literal).
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- `needle` — Array of UTF-8 substrings to be searched. [Array](../../sql-reference/data-types/array.md).
**Returned value**
- index (starting from 1) of the leftmost found needle.
- 0, if there was no match.
**Example**
Given `HELLO WORLD` as a UTF-8 string, find the first index of UTF-8 strings `hello` and `world`.
Query:
```sql
SELECT multiSearchFirstIndexCaseInsensitiveUTF8('\x48\x45\x4c\x4c\x4f\x20\x57\x4f\x52\x4c\x44',['\x68\x65\x6c\x6c\x6f','\x77\x6f\x72\x6c\x64']);
```
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Result:
```response
1
```
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## multiSearchAny
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Returns 1, if at least one string needle<sub>i</sub> matches the string `haystack` and 0 otherwise.
Functions [`multiSearchAnyCaseInsensitive`](#multiSearchAnyCaseInsensitive), [`multiSearchAnyUTF8`](#multiSearchAnyUTF8) and []`multiSearchAnyCaseInsensitiveUTF8`](#multiSearchAnyCaseInsensitiveUTF8) provide case-insensitive and/or UTF-8 variants of this function.
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**Syntax**
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```sql
multiSearchAny(haystack, [needle1, needle2, ..., needleN])
```
**Parameters**
- `haystack` — String in which the search is performed. [String](../../sql-reference/syntax.md#syntax-string-literal).
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- `needle` — Substrings to be searched. [Array](../../sql-reference/data-types/array.md).
**Returned value**
- 1, if there was at least one match.
- 0, if there was not at least one match.
**Example**
Query:
```sql
SELECT multiSearchAny('ClickHouse',['C','H']);
```
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Result:
```response
1
```
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## multiSearchAnyCaseInsensitive
Like [multiSearchAny](#multisearchany) but ignores case.
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**Syntax**
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```sql
multiSearchAnyCaseInsensitive(haystack, [needle1, needle2, ..., needleN])
```
**Parameters**
- `haystack` — String in which the search is performed. [String](../../sql-reference/syntax.md#syntax-string-literal).
- `needle` — Substrings to be searched. [Array](../../sql-reference/data-types/array.md)
**Returned value**
- 1, if there was at least one case-insensitive match.
- 0, if there was not at least one case-insensitive match.
**Example**
Query:
```sql
SELECT multiSearchAnyCaseInsensitive('ClickHouse',['c','h']);
```
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Result:
```response
1
```
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## multiSearchAnyUTF8
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Like [multiSearchAny](#multisearchany) but assumes `haystack` and the `needle` substrings are UTF-8 encoded strings.
*Syntax**
```sql
multiSearchAnyUTF8(haystack, [needle1, needle2, ..., needleN])
```
**Parameters**
- `haystack` — UTF-8 string in which the search is performed. [String](../../sql-reference/syntax.md#syntax-string-literal).
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- `needle` — UTF-8 substrings to be searched. [Array](../../sql-reference/data-types/array.md).
**Returned value**
- 1, if there was at least one match.
- 0, if there was not at least one match.
**Example**
Given `ClickHouse` as a UTF-8 string, check if there are any `C` ('\x43') or `H` ('\x48') letters in the word.
Query:
```sql
SELECT multiSearchAnyUTF8('\x43\x6c\x69\x63\x6b\x48\x6f\x75\x73\x65',['\x43','\x48']);
```
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Result:
```response
1
```
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## multiSearchAnyCaseInsensitiveUTF8
Like [multiSearchAnyUTF8](#multiSearchAnyUTF8) but ignores case.
*Syntax**
```sql
multiSearchAnyCaseInsensitiveUTF8(haystack, [needle1, needle2, ..., needleN])
```
**Parameters**
- `haystack` — UTF-8 string in which the search is performed. [String](../../sql-reference/syntax.md#syntax-string-literal).
- `needle` — UTF-8 substrings to be searched. [Array](../../sql-reference/data-types/array.md)
**Returned value**
- 1, if there was at least one case-insensitive match.
- 0, if there was not at least one case-insensitive match.
**Example**
Given `ClickHouse` as a UTF-8 string, check if there is any letter `h`(`\x68`) in the word, ignoring case.
Query:
```sql
SELECT multiSearchAnyCaseInsensitiveUTF8('\x43\x6c\x69\x63\x6b\x48\x6f\x75\x73\x65',['\x68']);
```
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Result:
```response
1
```
## match {#match}
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Returns whether string `haystack` matches the regular expression `pattern` in [re2 regular syntax](https://github.com/google/re2/wiki/Syntax).
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Matching is based on UTF-8, e.g. `.` matches the Unicode code point `¥` which is represented in UTF-8 using two bytes. The regular
expression must not contain null bytes. If the haystack or the pattern are not valid UTF-8, then the behavior is undefined.
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Unlike re2's default behavior, `.` matches line breaks. To disable this, prepend the pattern with `(?-s)`.
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If you only want to search substrings in a string, you can use functions [like](#like) or [position](#position) instead - they work much faster than this function.
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**Syntax**
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```sql
match(haystack, pattern)
```
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Alias: `haystack REGEXP pattern operator`
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## multiMatchAny
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Like `match` but returns 1 if at least one of the patterns match and 0 otherwise.
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:::note
Functions in the `multi[Fuzzy]Match*()` family use the the (Vectorscan)[https://github.com/VectorCamp/vectorscan] library. As such, they are only enabled if ClickHouse is compiled with support for vectorscan.
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To turn off all functions that use hyperscan, use setting `SET allow_hyperscan = 0;`.
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Due to restrictions of vectorscan, the length of the `haystack` string must be less than 2<sup>32</sup> bytes.
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Hyperscan is generally vulnerable to regular expression denial of service (ReDoS) attacks (e.g. see
(here)[https://www.usenix.org/conference/usenixsecurity22/presentation/turonova], (here)[https://doi.org/10.1007/s10664-021-10033-1] and
(here)[https://doi.org/10.1145/3236024.3236027]. Users are adviced to check the provided patterns carefully.
:::
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If you only want to search multiple substrings in a string, you can use function [multiSearchAny](#multisearchany) instead - it works much faster than this function.
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**Syntax**
```sql
multiMatchAny(haystack, \[pattern<sub>1</sub>, pattern<sub>2</sub>, …, pattern<sub>n</sub>\])
```
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## multiMatchAnyIndex
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Like `multiMatchAny` but returns any index that matches the haystack.
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**Syntax**
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```sql
multiMatchAnyIndex(haystack, \[pattern<sub>1</sub>, pattern<sub>2</sub>, …, pattern<sub>n</sub>\])
```
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## multiMatchAllIndices
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Like `multiMatchAny` but returns the array of all indices that match the haystack in any order.
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**Syntax**
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```sql
multiMatchAllIndices(haystack, \[pattern<sub>1</sub>, pattern<sub>2</sub>, …, pattern<sub>n</sub>\])
```
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## multiFuzzyMatchAny
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Like `multiMatchAny` but returns 1 if any pattern matches the haystack within a constant [edit distance](https://en.wikipedia.org/wiki/Edit_distance). This function relies on the experimental feature of [hyperscan](https://intel.github.io/hyperscan/dev-reference/compilation.html#approximate-matching) library, and can be slow for some corner cases. The performance depends on the edit distance value and patterns used, but it's always more expensive compared to a non-fuzzy variants.
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:::note
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`multiFuzzyMatch*()` function family do not support UTF-8 regular expressions (it threats them as a sequence of bytes) due to restrictions of hyperscan.
:::
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**Syntax**
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```sql
multiFuzzyMatchAny(haystack, distance, \[pattern<sub>1</sub>, pattern<sub>2</sub>, …, pattern<sub>n</sub>\])
```
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## multiFuzzyMatchAnyIndex
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Like `multiFuzzyMatchAny` but returns any index that matches the haystack within a constant edit distance.
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**Syntax**
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```sql
multiFuzzyMatchAnyIndex(haystack, distance, \[pattern<sub>1</sub>, pattern<sub>2</sub>, …, pattern<sub>n</sub>\])
```
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## multiFuzzyMatchAllIndices
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Like `multiFuzzyMatchAny` but returns the array of all indices in any order that match the haystack within a constant edit distance.
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**Syntax**
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```sql
multiFuzzyMatchAllIndices(haystack, distance, \[pattern<sub>1</sub>, pattern<sub>2</sub>, …, pattern<sub>n</sub>\])
```
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## extract
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Extracts a fragment of a string using a regular expression. If `haystack` does not match the `pattern` regex, an empty string is returned.
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For regex without subpatterns, the function uses the fragment that matches the entire regex. Otherwise, it uses the fragment that matches the first subpattern.
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**Syntax**
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```sql
extract(haystack, pattern)
```
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## extractAll
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Extracts all fragments of a string using a regular expression. If `haystack` does not match the `pattern` regex, an empty string is returned.
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Returns an array of strings consisting of all matches of the regex.
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The behavior with respect to subpatterns is the same as in function `extract`.
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**Syntax**
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```sql
extractAll(haystack, pattern)
```
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## extractAllGroupsHorizontal
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Matches all groups of the `haystack` string using the `pattern` regular expression. Returns an array of arrays, where the first array includes all fragments matching the first group, the second array - matching the second group, etc.
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This function is slower than [extractAllGroupsVertical](#extractallgroups-vertical).
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**Syntax**
``` sql
extractAllGroupsHorizontal(haystack, pattern)
```
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**Arguments**
- `haystack` — Input string. Type: [String](../../sql-reference/data-types/string.md).
- `pattern` — Regular expression with [re2 syntax](https://github.com/google/re2/wiki/Syntax). Must contain groups, each group enclosed in parentheses. If `pattern` contains no groups, an exception is thrown. Type: [String](../../sql-reference/data-types/string.md).
**Returned value**
- Type: [Array](../../sql-reference/data-types/array.md).
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If `haystack` does not match the `pattern` regex, an array of empty arrays is returned.
**Example**
``` sql
SELECT extractAllGroupsHorizontal('abc=111, def=222, ghi=333', '("[^"]+"|\\w+)=("[^"]+"|\\w+)');
```
Result:
``` text
┌─extractAllGroupsHorizontal('abc=111, def=222, ghi=333', '("[^"]+"|\\w+)=("[^"]+"|\\w+)')─┐
│ [['abc','def','ghi'],['111','222','333']] │
└──────────────────────────────────────────────────────────────────────────────────────────┘
```
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## extractAllGroupsVertical
Matches all groups of the `haystack` string using the `pattern` regular expression. Returns an array of arrays, where each array includes matching fragments from every group. Fragments are grouped in order of appearance in the `haystack`.
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**Syntax**
``` sql
extractAllGroupsVertical(haystack, pattern)
```
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**Arguments**
- `haystack` — Input string. Type: [String](../../sql-reference/data-types/string.md).
- `pattern` — Regular expression with [re2 syntax](https://github.com/google/re2/wiki/Syntax). Must contain groups, each group enclosed in parentheses. If `pattern` contains no groups, an exception is thrown. Type: [String](../../sql-reference/data-types/string.md).
**Returned value**
- Type: [Array](../../sql-reference/data-types/array.md).
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If `haystack` does not match the `pattern` regex, an empty array is returned.
**Example**
``` sql
SELECT extractAllGroupsVertical('abc=111, def=222, ghi=333', '("[^"]+"|\\w+)=("[^"]+"|\\w+)');
```
Result:
``` text
┌─extractAllGroupsVertical('abc=111, def=222, ghi=333', '("[^"]+"|\\w+)=("[^"]+"|\\w+)')─┐
│ [['abc','111'],['def','222'],['ghi','333']] │
└────────────────────────────────────────────────────────────────────────────────────────┘
```
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## like {#like}
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Returns whether string `haystack` matches the LIKE expression `pattern`.
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A LIKE expression can contain normal characters and the following metasymbols:
- `%` indicates an arbitrary number of arbitrary characters (including zero characters).
- `_` indicates a single arbitrary character.
- `\` is for escaping literals `%`, `_` and `\`.
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Matching is based on UTF-8, e.g. `_` matches the Unicode code point `¥` which is represented in UTF-8 using two bytes.
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If the haystack or the LIKE expression are not valid UTF-8, the behavior is undefined.
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No automatic Unicode normalization is performed, you can use the [normalizeUTF8*()](https://clickhouse.com/docs/en/sql-reference/functions/string-functions/) functions for that.
To match against literal `%`, `_` and `\` (which are LIKE metacharacters), prepend them with a backslash: `\%`, `\_` and `\\`.
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The backslash loses its special meaning (i.e. is interpreted literally) if it prepends a character different than `%`, `_` or `\`.
Note that ClickHouse requires backslashes in strings [to be quoted as well](../syntax.md#string), so you would actually need to write `\\%`, `\\_` and `\\\\`.
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For LIKE expressions of the form `%needle%`, the function is as fast as the `position` function.
All other LIKE expressions are internally converted to a regular expression and executed with a performance similar to function `match`.
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**Syntax**
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```sql
like(haystack, pattern)
```
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Alias: `haystack LIKE pattern` (operator)
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## notLike {#notlike}
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Like `like` but negates the result.
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Alias: `haystack NOT LIKE pattern` (operator)
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## ilike
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Like `like` but searches case-insensitively.
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Alias: `haystack ILIKE pattern` (operator)
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## notILike
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Like `ilike` but negates the result.
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Alias: `haystack NOT ILIKE pattern` (operator)
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## ngramDistance
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Calculates the 4-gram distance between a `haystack` string and a `needle` string. For this, it counts the symmetric difference between two multisets of 4-grams and normalizes it by the sum of their cardinalities. Returns a [Float32](../../sql-reference/data-types/float.md/#float32-float64) between 0 and 1. The smaller the result is, the more similar the strings are to each other.
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Functions [`ngramDistanceCaseInsensitive`](#ngramdistancecaseinsensitive), [`ngramDistanceUTF8`](#ngramdistanceutf8), [`ngramDistanceCaseInsensitiveUTF8`](#ngramdistancecaseinsensitiveutf8) provide case-insensitive and/or UTF-8 variants of this function.
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**Syntax**
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```sql
ngramDistance(haystack, needle)
```
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**Parameters**
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- `haystack`: First comparison string. [String literal](../syntax#string)
- `needle`: Second comparison string. [String literal](../syntax#string)
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**Returned value**
- Value between 0 and 1 representing the similarity between the two strings. [Float32](../../sql-reference/data-types/float.md/#float32-float64)
**Implementation details**
This function will throw an exception if constant `needle` or `haystack` arguments are more than 32Kb in size. If any non-constant `haystack` or `needle` arguments are more than 32Kb in size, then the distance is always 1.
**Examples**
The more similar two strings are to each other, the closer the result will be to 0 (identical).
Query:
```sql
SELECT ngramDistance('ClickHouse','ClickHouse!');
```
Result:
```response
0.06666667
```
The less similar two strings are to each, the larger the result will be.
Query:
```sql
SELECT ngramDistance('ClickHouse','House');
```
Result:
```response
0.5555556
```
## ngramDistanceCaseInsensitive
Provides a case-insensitive variant of [ngramDistance](#ngramdistance).
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**Syntax**
```sql
ngramDistanceCaseInsensitive(haystack, needle)
```
**Parameters**
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- `haystack`: First comparison string. [String literal](../syntax#string)
- `needle`: Second comparison string. [String literal](../syntax#string)
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**Returned value**
- Value between 0 and 1 representing the similarity between the two strings. [Float32](../../sql-reference/data-types/float.md/#float32-float64)
**Examples**
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With [ngramDistance](#ngramdistance) differences in case will affect the similarity value:
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Query:
```sql
SELECT ngramDistance('ClickHouse','clickhouse');
```
Result:
```response
0.71428573
```
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With [ngramDistanceCaseInsensitive](#ngramdistancecaseinsensitive) case is ignored so two identical strings differing only in case will now return a low similarity value:
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Query:
```sql
SELECT ngramDistanceCaseInsensitive('ClickHouse','clickhouse');
```
Result:
```response
0
```
## ngramDistanceUTF8
Provides a UTF-8 variant of [ngramDistance](#ngramdistance). Assumes that `needle` and `haystack` strings are UTF-8 encoded strings.
**Syntax**
```sql
ngramDistanceUTF8(haystack, needle)
```
**Parameters**
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- `haystack`: First UTF-8 encoded comparison string. [String literal](../syntax#string)
- `needle`: Second UTF-8 encoded comparison string. [String literal](../syntax#string)
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**Returned value**
- Value between 0 and 1 representing the similarity between the two strings. [Float32](../../sql-reference/data-types/float.md/#float32-float64)
**Example**
Query:
```sql
SELECT ngramDistanceUTF8('abcde','cde');
```
Result:
```response
0.5
```
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## ngramDistanceCaseInsensitiveUTF8
Provides a case-insensitive variant of [ngramDistanceUTF8](#ngramdistanceutf8).
**Syntax**
```sql
ngramDistanceCaseInsensitiveUTF8(haystack, needle)
```
**Parameters**
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- `haystack`: First UTF-8 encoded comparison string. [String literal](../syntax#string)
- `needle`: Second UTF-8 encoded comparison string. [String literal](../syntax#string)
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**Returned value**
- Value between 0 and 1 representing the similarity between the two strings. [Float32](../../sql-reference/data-types/float.md/#float32-float64)
**Example**
Query:
```sql
SELECT ngramDistanceCaseInsensitiveUTF8('abcde','CDE');
```
Result:
```response
0.5
```
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## ngramSearch
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Like `ngramDistance` but calculates the non-symmetric difference between a `needle` string and a `haystack` string, i.e. the number of n-grams from the needle minus the common number of n-grams normalized by the number of `needle` n-grams. Returns a [Float32](../../sql-reference/data-types/float.md/#float32-float64) between 0 and 1. The bigger the result is, the more likely `needle` is in the `haystack`. This function is useful for fuzzy string search. Also see function [`soundex`](../../sql-reference/functions/string-functions#soundex).
2019-05-25 18:47:26 +00:00
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Functions [`ngramSearchCaseInsensitive`](#ngramsearchcaseinsensitive), [`ngramSearchUTF8`](#ngramsearchutf8), [`ngramSearchCaseInsensitiveUTF8`](#ngramsearchcaseinsensitiveutf8) provide case-insensitive and/or UTF-8 variants of this function.
**Syntax**
```sql
ngramSearch(haystack, needle)
```
**Parameters**
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- `haystack`: First comparison string. [String literal](../syntax#string)
- `needle`: Second comparison string. [String literal](../syntax#string)
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**Returned value**
- Value between 0 and 1 representing the likelihood of the `needle` being in the `haystack`. [Float32](../../sql-reference/data-types/float.md/#float32-float64)
**Implementation details**
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2022-06-17 13:26:59 +00:00
:::note
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The UTF-8 variants use the 3-gram distance. These are not perfectly fair n-gram distances. We use 2-byte hashes to hash n-grams and then calculate the (non-)symmetric difference between these hash tables collisions may occur. With UTF-8 case-insensitive format we do not use fair `tolower` function we zero the 5-th bit (starting from zero) of each codepoint byte and first bit of zeroth byte if bytes more than one this works for Latin and mostly for all Cyrillic letters.
:::
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**Example**
Query:
```sql
SELECT ngramSearch('Hello World','World Hello');
```
Result:
```response
0.5
```
## ngramSearchCaseInsensitive
Provides a case-insensitive variant of [ngramSearch](#ngramSearch).
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**Syntax**
```sql
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ngramSearchCaseInsensitive(haystack, needle)
```
**Parameters**
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- `haystack`: First comparison string. [String literal](../syntax#string)
- `needle`: Second comparison string. [String literal](../syntax#string)
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**Returned value**
- Value between 0 and 1 representing the likelihood of the `needle` being in the `haystack`. [Float32](../../sql-reference/data-types/float.md/#float32-float64)
The bigger the result is, the more likely `needle` is in the `haystack`.
**Example**
Query:
```sql
SELECT ngramSearchCaseInsensitive('Hello World','hello');
```
Result:
```response
1
```
## ngramSearchUTF8
Provides a UTF-8 variant of [ngramSearch](#ngramsearch) in which `needle` and `haystack` are assumed to be UTF-8 encoded strings.
**Syntax**
```sql
ngramSearchUTF8(haystack, needle)
```
**Parameters**
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- `haystack`: First UTF-8 encoded comparison string. [String literal](../syntax#string)
- `needle`: Second UTF-8 encoded comparison string. [String literal](../syntax#string)
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**Returned value**
- Value between 0 and 1 representing the likelihood of the `needle` being in the `haystack`. [Float32](../../sql-reference/data-types/float.md/#float32-float64)
The bigger the result is, the more likely `needle` is in the `haystack`.
**Example**
Query:
```sql
SELECT ngramSearchUTF8('абвгдеёжз', 'гдеёзд');
```
Result:
```response
0.5
```
## ngramSearchCaseInsensitiveUTF8
Provides a case-insensitive variant of [ngramSearchUTF8](#ngramsearchutf8) in which `needle` and `haystack`.
**Syntax**
```sql
ngramSearchCaseInsensitiveUTF8(haystack, needle)
```
**Parameters**
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- `haystack`: First UTF-8 encoded comparison string. [String literal](../syntax#string)
- `needle`: Second UTF-8 encoded comparison string. [String literal](../syntax#string)
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**Returned value**
- Value between 0 and 1 representing the likelihood of the `needle` being in the `haystack`. [Float32](../../sql-reference/data-types/float.md/#float32-float64)
The bigger the result is, the more likely `needle` is in the `haystack`.
**Example**
Query:
```sql
SELECT ngramSearchCaseInsensitiveUTF8('абвГДЕёжз', 'АбвгдЕЁжз');
```
Result:
```response
0.57142854
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```
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## countSubstrings
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Returns how often substring `needle` occurs in string `haystack`.
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Functions `countSubstringsCaseInsensitive` and `countSubstringsCaseInsensitiveUTF8` provide a case-insensitive and case-insensitive + UTF-8 variants of this function.
**Syntax**
``` sql
countSubstrings(haystack, needle[, start_pos])
```
**Arguments**
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- `haystack` — String in which the search is performed. [String](../../sql-reference/syntax.md#syntax-string-literal).
- `needle` — Substring to be searched. [String](../../sql-reference/syntax.md#syntax-string-literal).
- `start_pos` Position (1-based) in `haystack` at which the search starts. [UInt](../../sql-reference/data-types/int-uint.md). Optional.
**Returned values**
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- The number of occurrences.
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Type: [UInt64](../../sql-reference/data-types/int-uint.md).
**Examples**
``` sql
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SELECT countSubstrings('aaaa', 'aa');
```
Result:
``` text
┌─countSubstrings('aaaa', 'aa')─┐
│ 2 │
└───────────────────────────────┘
```
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Example with `start_pos` argument:
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```sql
SELECT countSubstrings('abc___abc', 'abc', 4);
```
Result:
``` text
┌─countSubstrings('abc___abc', 'abc', 4)─┐
│ 1 │
└────────────────────────────────────────┘
```
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## countMatches
Returns the number of regular expression matches for a `pattern` in a `haystack`.
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**Syntax**
``` sql
countMatches(haystack, pattern)
```
**Arguments**
- `haystack` — The string to search in. [String](../../sql-reference/syntax.md#syntax-string-literal).
- `pattern` — The regular expression with [re2 syntax](https://github.com/google/re2/wiki/Syntax). [String](../../sql-reference/data-types/string.md).
**Returned value**
- The number of matches.
Type: [UInt64](../../sql-reference/data-types/int-uint.md).
**Examples**
``` sql
SELECT countMatches('foobar.com', 'o+');
```
Result:
``` text
┌─countMatches('foobar.com', 'o+')─┐
│ 2 │
└──────────────────────────────────┘
```
``` sql
SELECT countMatches('aaaa', 'aa');
```
Result:
``` text
┌─countMatches('aaaa', 'aa')────┐
│ 2 │
└───────────────────────────────┘
```
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## countMatchesCaseInsensitive
Like `countMatches(haystack, pattern)` but matching ignores the case.
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## regexpExtract
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Extracts the first string in `haystack` that matches the regexp pattern and corresponds to the regex group index.
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**Syntax**
``` sql
regexpExtract(haystack, pattern[, index])
```
Alias: `REGEXP_EXTRACT(haystack, pattern[, index])`.
**Arguments**
- `haystack` — String, in which regexp pattern will to be matched. [String](../../sql-reference/syntax.md#syntax-string-literal).
- `pattern` — String, regexp expression, must be constant. [String](../../sql-reference/syntax.md#syntax-string-literal).
- `index` An integer number greater or equal 0 with default 1. It represents which regex group to extract. [UInt or Int](../../sql-reference/data-types/int-uint.md). Optional.
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**Returned values**
`pattern` may contain multiple regexp groups, `index` indicates which regex group to extract. An index of 0 means matching the entire regular expression.
Type: `String`.
**Examples**
``` sql
SELECT
regexpExtract('100-200', '(\\d+)-(\\d+)', 1),
regexpExtract('100-200', '(\\d+)-(\\d+)', 2),
regexpExtract('100-200', '(\\d+)-(\\d+)', 0),
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regexpExtract('100-200', '(\\d+)-(\\d+)');
```
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Result:
``` text
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┌─regexpExtract('100-200', '(\\d+)-(\\d+)', 1)─┬─regexpExtract('100-200', '(\\d+)-(\\d+)', 2)─┬─regexpExtract('100-200', '(\\d+)-(\\d+)', 0)─┬─regexpExtract('100-200', '(\\d+)-(\\d+)')─┐
│ 100 │ 200 │ 100-200 │ 100 │
└──────────────────────────────────────────────┴──────────────────────────────────────────────┴──────────────────────────────────────────────┴───────────────────────────────────────────┘
```
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## hasSubsequence
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Returns 1 if `needle` is a subsequence of `haystack`, or 0 otherwise.
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A subsequence of a string is a sequence that can be derived from the given string by deleting zero or more elements without changing the order of the remaining elements.
**Syntax**
``` sql
hasSubsequence(haystack, needle)
```
**Arguments**
- `haystack` — String in which the search is performed. [String](../../sql-reference/syntax.md#syntax-string-literal).
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- `needle` — Subsequence to be searched. [String](../../sql-reference/syntax.md#syntax-string-literal).
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**Returned values**
- 1, if needle is a subsequence of haystack.
- 0, otherwise.
Type: `UInt8`.
**Examples**
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Query:
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``` sql
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SELECT hasSubsequence('garbage', 'arg');
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```
Result:
``` text
┌─hasSubsequence('garbage', 'arg')─┐
│ 1 │
└──────────────────────────────────┘
```
## hasSubsequenceCaseInsensitive
Like [hasSubsequence](#hasSubsequence) but searches case-insensitively.
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**Syntax**
``` sql
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hasSubsequenceCaseInsensitive(haystack, needle)
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```
**Arguments**
- `haystack` — String in which the search is performed. [String](../../sql-reference/syntax.md#syntax-string-literal).
- `needle` — Subsequence to be searched. [String](../../sql-reference/syntax.md#syntax-string-literal).
**Returned values**
- 1, if needle is a subsequence of haystack.
- 0, otherwise.
Type: `UInt8`.
**Examples**
Query:
``` sql
SELECT hasSubsequenceCaseInsensitive('garbage', 'ARG');
```
Result:
``` text
┌─hasSubsequenceCaseInsensitive('garbage', 'ARG')─┐
│ 1 │
└─────────────────────────────────────────────────┘
```
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## hasSubsequenceUTF8
Like [hasSubsequence](#hasSubsequence) but assumes `haystack` and `needle` are UTF-8 encoded strings.
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**Syntax**
``` sql
hasSubsequenceUTF8(haystack, needle)
```
**Arguments**
- `haystack` — String in which the search is performed. UTF-8 encoded [String](../../sql-reference/syntax.md#syntax-string-literal).
- `needle` — Subsequence to be searched. UTF-8 encoded [String](../../sql-reference/syntax.md#syntax-string-literal).
**Returned values**
- 1, if needle is a subsequence of haystack.
- 0, otherwise.
Type: `UInt8`.
Query:
**Examples**
``` sql
select hasSubsequenceUTF8('ClickHouse - столбцовая система управления базами данных', 'система');
```
Result:
``` text
┌─hasSubsequenceUTF8('ClickHouse - столбцовая система управления базами данных', 'система')─┐
│ 1 │
└───────────────────────────────────────────────────────────────────────────────────────────┘
```
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## hasSubsequenceCaseInsensitiveUTF8
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Like [hasSubsequenceUTF8](#hasSubsequenceUTF8) but searches case-insensitively.
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**Syntax**
``` sql
hasSubsequenceCaseInsensitiveUTF8(haystack, needle)
```
**Arguments**
- `haystack` — String in which the search is performed. UTF-8 encoded [String](../../sql-reference/syntax.md#syntax-string-literal).
- `needle` — Subsequence to be searched. UTF-8 encoded [String](../../sql-reference/syntax.md#syntax-string-literal).
**Returned values**
- 1, if needle is a subsequence of haystack.
- 0, otherwise.
Type: `UInt8`.
**Examples**
Query:
``` sql
select hasSubsequenceCaseInsensitiveUTF8('ClickHouse - столбцовая система управления базами данных', 'СИСТЕМА');
```
Result:
``` text
┌─hasSubsequenceCaseInsensitiveUTF8('ClickHouse - столбцовая система управления базами данных', 'СИСТЕМА')─┐
│ 1 │
└──────────────────────────────────────────────────────────────────────────────────────────────────────────┘
```
## hasToken
Returns 1 if a given token is present in a haystack, or 0 otherwise.
**Syntax**
```sql
hasToken(haystack, token)
```
**Parameters**
- `haystack`: String in which the search is performed. [String](../../sql-reference/syntax.md#syntax-string-literal).
- `token`: Maximal length substring between two non alphanumeric ASCII characters (or boundaries of haystack).
**Returned value**
- 1, if the token is present in the haystack.
- 0, if the token is not present.
**Implementation details**
Token must be a constant string. Supported by tokenbf_v1 index specialization.
**Example**
Query:
```sql
SELECT hasToken('Hello World','Hello');
```
```response
1
```
## hasTokenOrNull
Returns 1 if a given token is present, 0 if not present, and null if the token is ill-formed.
**Syntax**
```sql
hasTokenOrNull(haystack, token)
```
**Parameters**
- `haystack`: String in which the search is performed. [String](../../sql-reference/syntax.md#syntax-string-literal).
- `token`: Maximal length substring between two non alphanumeric ASCII characters (or boundaries of haystack).
**Returned value**
- 1, if the token is present in the haystack.
- 0, if the token is not present in the haystack.
- null, if the token is ill-formed.
**Implementation details**
Token must be a constant string. Supported by tokenbf_v1 index specialization.
**Example**
Where `hasToken` would throw an error for an ill-formed token, `hasTokenOrNull` returns `null` for an ill-formed token.
Query:
```sql
SELECT hasTokenOrNull('Hello World','Hello,World');
```
```response
null
```
## hasTokenCaseInsensitive
Returns 1 if a given token is present in a haystack, 0 otherwise. Ignores case.
**Syntax**
```sql
hasTokenCaseInsensitive(haystack, token)
```
**Parameters**
- `haystack`: String in which the search is performed. [String](../../sql-reference/syntax.md#syntax-string-literal).
- `token`: Maximal length substring between two non alphanumeric ASCII characters (or boundaries of haystack).
**Returned value**
- 1, if the token is present in the haystack.
- 0, otherwise.
**Implementation details**
Token must be a constant string. Supported by tokenbf_v1 index specialization.
**Example**
Query:
```sql
SELECT hasTokenCaseInsensitive('Hello World','hello');
```
```response
1
```
## hasTokenCaseInsensitiveOrNull
Returns 1 if a given token is present in a haystack, 0 otherwise. Ignores case and returns null if the token is ill-formed.
**Syntax**
```sql
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hasTokenCaseInsensitiveOrNull(haystack, token)
```
**Parameters**
- `haystack`: String in which the search is performed. [String](../../sql-reference/syntax.md#syntax-string-literal).
- `token`: Maximal length substring between two non alphanumeric ASCII characters (or boundaries of haystack).
**Returned value**
- 1, if the token is present in the haystack.
- 0, if token is not present.
- null, if the token is ill-formed.
**Implementation details**
Token must be a constant string. Supported by tokenbf_v1 index specialization.
**Example**
Where `hasTokenCaseInsensitive` would throw an error for an ill-formed token, `hasTokenCaseInsensitiveOrNull` returns `null` for an ill-formed token.
Query:
```sql
SELECT hasTokenCaseInsensitiveOrNull('Hello World','hello,world');
```
```response
null
```