--- slug: /en/sql-reference/functions/string-search-functions sidebar_position: 160 sidebar_label: Searching in Strings --- # Functions for Searching in Strings All functions in this section search by default case-sensitively. Case-insensitive search is usually provided by separate function variants. Note that case-insensitive search follows the lowercase-uppercase rules of the English language. E.g. Uppercased `i` in English language is `I` whereas in Turkish language it is `İ` - results for languages other than English may be unexpected. Functions in this section also assume that the searched string and the search string are single-byte encoded text. If this assumption is 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, you can use the [normalizeUTF8*()](https://clickhouse.com/docs/en/sql-reference/functions/string-functions/) functions for that. [General strings functions](string-functions.md) and [functions for replacing in strings](string-replace-functions.md) are described separately. ## position Returns the position (in bytes, starting at 1) of a substring `needle` in a string `haystack`. **Syntax** ``` sql position(haystack, needle[, start_pos]) ``` Alias: - `position(needle IN haystack)` - `locate(haystack, needle[, start_pos])`. **Arguments** - `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** - Starting position in bytes and counting from 1, if the substring was found. - 0, if the substring was not found. 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` The same rules also apply to functions `positionCaseInsensitive`, `positionUTF8` and `positionCaseInsensitiveUTF8` Type: `Integer`. **Examples** ``` sql SELECT position('Hello, world!', '!'); ``` Result: ``` text ┌─position('Hello, world!', '!')─┐ │ 13 │ └────────────────────────────────┘ ``` Example with `start_pos` argument: ``` sql SELECT position('Hello, world!', 'o', 1), position('Hello, world!', 'o', 7) ``` ``` text ┌─position('Hello, world!', 'o', 1)─┬─position('Hello, world!', 'o', 7)─┐ │ 5 │ 9 │ └───────────────────────────────────┴───────────────────────────────────┘ ``` Example for `needle IN haystack` syntax: ```sql SELECT 6 = position('/' IN s) FROM (SELECT 'Hello/World' AS s); ``` Result: ```text ┌─equals(6, position(s, '/'))─┐ │ 1 │ └─────────────────────────────┘ ``` Examples with empty `needle` substring: ``` sql SELECT position('abc', ''), position('abc', '', 0), position('abc', '', 1), position('abc', '', 2), position('abc', '', 3), position('abc', '', 4), position('abc', '', 5) ``` ``` 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 │ └─────────────────────┴────────────────────────┴────────────────────────┴────────────────────────┴────────────────────────┴────────────────────────┴────────────────────────┘ ``` ## positionCaseInsensitive Like [position](#position) but searches case-insensitively. ## positionUTF8 Like [position](#position) but assumes `haystack` and `needle` are UTF-8 encoded strings. **Examples** Function `positionUTF8` correctly counts character `ö` (represented by two points) as a single Unicode codepoint: ``` sql SELECT positionUTF8('Motörhead', 'r'); ``` Result: ``` text ┌─position('Motörhead', 'r')─┐ │ 5 │ └────────────────────────────┘ ``` ## positionCaseInsensitiveUTF8 Like [positionUTF8](#positionutf8) but searches case-insensitively. ## multiSearchAllPositions 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 28 needles. ::: **Syntax** ``` sql multiSearchAllPositions(haystack, [needle1, needle2, ..., needleN]) ``` **Arguments** - `haystack` — String in which the search is performed. [String](../../sql-reference/syntax.md#syntax-string-literal). - `needle` — Substrings to be searched. Array **Returned values** - Array of the starting position in bytes and counting from 1 (if the substring was found) or 0 (if the substring was not found) **Example** ``` sql SELECT multiSearchAllPositions('Hello, World!', ['hello', '!', 'world']); ``` Result: ``` text ┌─multiSearchAllPositions('Hello, World!', ['hello', '!', 'world'])─┐ │ [0,13,0] │ └───────────────────────────────────────────────────────────────────┘ ``` ## multiSearchAllPositionsUTF8 Like [multiSearchAllPositions](#multiSearchAllPositions) but assumes `haystack` and the `needle`-s are UTF-8 encoded strings. ## multiSearchFirstPosition Like `position` but returns the leftmost offset in a `haystack` string which matches any of multiple `needle` strings. Functions `multiSearchFirstPositionCaseInsensitive`, `multiSearchFirstPositionUTF8` and `multiSearchFirstPositionCaseInsensitiveUTF8` provide case-insensitive and/or UTF-8 variants of this function. **Syntax** ```sql multiSearchFirstPosition(haystack, \[needle1, needle2, …, needlen\]) ``` ## multiSearchFirstIndex Returns the index `i` (starting from 1) of the leftmost found needlei in the string `haystack` and 0 otherwise. Functions `multiSearchFirstIndexCaseInsensitive`, `multiSearchFirstIndexUTF8` and `multiSearchFirstIndexCaseInsensitiveUTF8` provide case-insensitive and/or UTF-8 variants of this function. **Syntax** ```sql multiSearchFirstIndex(haystack, \[needle1, needle2, …, needlen\]) ``` ## multiSearchAny {#multisearchany} Returns 1, if at least one string needlei matches the string `haystack` and 0 otherwise. Functions `multiSearchAnyCaseInsensitive`, `multiSearchAnyUTF8` and `multiSearchAnyCaseInsensitiveUTF8` provide case-insensitive and/or UTF-8 variants of this function. **Syntax** ```sql multiSearchAny(haystack, \[needle1, needle2, …, needlen\]) ``` ## match {#match} Returns whether string `haystack` matches the regular expression `pattern` in [re2 regular syntax](https://github.com/google/re2/wiki/Syntax). 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. Unlike re2's default behavior, `.` matches line breaks. To disable this, prepend the pattern with `(?-s)`. 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. **Syntax** ```sql match(haystack, pattern) ``` Alias: `haystack REGEXP pattern operator` ## multiMatchAny Like `match` but returns 1 if at least one of the patterns match and 0 otherwise. :::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. To turn off all functions that use hyperscan, use setting `SET allow_hyperscan = 0;`. Due to restrictions of vectorscan, the length of the `haystack` string must be less than 232 bytes. 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. ::: 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. **Syntax** ```sql multiMatchAny(haystack, \[pattern1, pattern2, …, patternn\]) ``` ## multiMatchAnyIndex Like `multiMatchAny` but returns any index that matches the haystack. **Syntax** ```sql multiMatchAnyIndex(haystack, \[pattern1, pattern2, …, patternn\]) ``` ## multiMatchAllIndices Like `multiMatchAny` but returns the array of all indices that match the haystack in any order. **Syntax** ```sql multiMatchAllIndices(haystack, \[pattern1, pattern2, …, patternn\]) ``` ## multiFuzzyMatchAny 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. :::note `multiFuzzyMatch*()` function family do not support UTF-8 regular expressions (it threats them as a sequence of bytes) due to restrictions of hyperscan. ::: **Syntax** ```sql multiFuzzyMatchAny(haystack, distance, \[pattern1, pattern2, …, patternn\]) ``` ## multiFuzzyMatchAnyIndex Like `multiFuzzyMatchAny` but returns any index that matches the haystack within a constant edit distance. **Syntax** ```sql multiFuzzyMatchAnyIndex(haystack, distance, \[pattern1, pattern2, …, patternn\]) ``` ## multiFuzzyMatchAllIndices Like `multiFuzzyMatchAny` but returns the array of all indices in any order that match the haystack within a constant edit distance. **Syntax** ```sql multiFuzzyMatchAllIndices(haystack, distance, \[pattern1, pattern2, …, patternn\]) ``` ## extract Extracts a fragment of a string using a regular expression. If `haystack` does not match the `pattern` regex, an empty string is returned. For regex without subpatterns, the function uses the fragment that matches the entire regex. Otherwise, it uses the fragment that matches the first subpattern. **Syntax** ```sql extract(haystack, pattern) ``` ## extractAll Extracts all fragments of a string using a regular expression. If `haystack` does not match the `pattern` regex, an empty string is returned. Returns an array of strings consisting of all matches of the regex. The behavior with respect to subpatterns is the same as in function `extract`. **Syntax** ```sql extractAll(haystack, pattern) ``` ## extractAllGroupsHorizontal 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. This function is slower than [extractAllGroupsVertical](#extractallgroups-vertical). **Syntax** ``` sql extractAllGroupsHorizontal(haystack, pattern) ``` **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). 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']] │ └──────────────────────────────────────────────────────────────────────────────────────────┘ ``` ## 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`. **Syntax** ``` sql extractAllGroupsVertical(haystack, pattern) ``` **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). 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']] │ └────────────────────────────────────────────────────────────────────────────────────────┘ ``` ## like {#like} Returns whether string `haystack` matches the LIKE expression `pattern`. 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 `\`. Matching is based on UTF-8, e.g. `_` matches the Unicode code point `¥` which is represented in UTF-8 using two bytes. If the haystack or the LIKE expression are not valid UTF-8, the behavior is undefined. 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 `\\`. 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 `\\\\`. 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`. **Syntax** ```sql like(haystack, pattern) ``` Alias: `haystack LIKE pattern` (operator) ## notLike {#notlike} Like `like` but negates the result. Alias: `haystack NOT LIKE pattern` (operator) ## ilike Like `like` but searches case-insensitively. Alias: `haystack ILIKE pattern` (operator) ## notILike Like `ilike` but negates the result. Alias: `haystack NOT ILIKE pattern` (operator) ## ngramDistance Calculates the 4-gram distance between a `haystack` string and a `needle` string. For that, it counts the symmetric difference between two multisets of 4-grams and normalizes it by the sum of their cardinalities. Returns a Float32 between 0 and 1. The smaller the result is, the more strings are similar to each other. Throws an exception if constant `needle` or `haystack` arguments are more than 32Kb in size. If any of non-constant `haystack` or `needle` arguments is more than 32Kb in size, the distance is always 1. Functions `ngramDistanceCaseInsensitive, ngramDistanceUTF8, ngramDistanceCaseInsensitiveUTF8` provide case-insensitive and/or UTF-8 variants of this function. **Syntax** ```sql ngramDistance(haystack, needle) ``` ## ngramSearch Like `ngramDistance` but calculates the non-symmetric difference between a `needle` string and a `haystack` string, i.e. the number of n-grams from needle minus the common number of n-grams normalized by the number of `needle` n-grams. Returns a Float32 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`. Functions `ngramSearchCaseInsensitive, ngramSearchUTF8, ngramSearchCaseInsensitiveUTF8` provide case-insensitive and/or UTF-8 variants of this function. :::note 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. ::: **Syntax** ```sql ngramSearch(haystack, needle) ``` ## countSubstrings Returns how often substring `needle` occurs in string `haystack`. 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** - `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** - The number of occurrences. Type: [UInt64](../../sql-reference/data-types/int-uint.md). **Examples** ``` sql SELECT countSubstrings('aaaa', 'aa'); ``` Result: ``` text ┌─countSubstrings('aaaa', 'aa')─┐ │ 2 │ └───────────────────────────────┘ ``` Example with `start_pos` argument: ```sql SELECT countSubstrings('abc___abc', 'abc', 4); ``` Result: ``` text ┌─countSubstrings('abc___abc', 'abc', 4)─┐ │ 1 │ └────────────────────────────────────────┘ ``` ## countMatches Returns the number of regular expression matches for a `pattern` in a `haystack`. **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 │ └───────────────────────────────┘ ``` ## countMatchesCaseInsensitive Like `countMatches(haystack, pattern)` but matching ignores the case. ## regexpExtract Extracts the first string in haystack that matches the regexp pattern and corresponds to the regex group index. **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. **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), regexpExtract('100-200', '(\\d+)-(\\d+)'); ``` Result: ``` text ┌─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 │ └──────────────────────────────────────────────┴──────────────────────────────────────────────┴──────────────────────────────────────────────┴───────────────────────────────────────────┘ ``` ## hasSubsequence Returns 1 if needle is a subsequence of haystack, or 0 otherwise. 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). - `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** ``` sql SELECT hasSubsequence('garbage', 'arg') ; ``` Result: ``` text ┌─hasSubsequence('garbage', 'arg')─┐ │ 1 │ └──────────────────────────────────┘ ``` ## hasSubsequenceCaseInsensitive Like [hasSubsequence](#hasSubsequence) but searches case-insensitively. ## hasSubsequenceUTF8 Like [hasSubsequence](#hasSubsequence) but assumes `haystack` and `needle` are UTF-8 encoded strings. ## hasSubsequenceCaseInsensitiveUTF8 Like [hasSubsequenceUTF8](#hasSubsequenceUTF8) but searches case-insensitively.