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Hash functions | BigQuery | Google Cloud

Hash functions

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GoogleSQL for BigQuery supports the following hash functions.

Function list Name Summary FARM_FINGERPRINT Computes the fingerprint of a STRING or BYTES value, using the FarmHash Fingerprint64 algorithm. MD5 Computes the hash of a STRING or BYTES value, using the MD5 algorithm. SHA1 Computes the hash of a STRING or BYTES value, using the SHA-1 algorithm. SHA256 Computes the hash of a STRING or BYTES value, using the SHA-256 algorithm. SHA512 Computes the hash of a STRING or BYTES value, using the SHA-512 algorithm. FARM_FINGERPRINT
FARM_FINGERPRINT(value)

Description

Computes the fingerprint of the STRING or BYTES input using the Fingerprint64 function from the open-source FarmHash library. The output of this function for a particular input will never change.

Return type

INT64

Examples

WITH example AS (
  SELECT 1 AS x, "foo" AS y, true AS z UNION ALL
  SELECT 2 AS x, "apple" AS y, false AS z UNION ALL
  SELECT 3 AS x, "" AS y, true AS z
)
SELECT
  *,
  FARM_FINGERPRINT(CONCAT(CAST(x AS STRING), y, CAST(z AS STRING)))
    AS row_fingerprint
FROM example;
/*---+-------+-------+----------------------*
 | x | y     | z     | row_fingerprint      |
 +---+-------+-------+----------------------+
 | 1 | foo   | true  | -1541654101129638711 |
 | 2 | apple | false | 2794438866806483259  |
 | 3 |       | true  | -4880158226897771312 |
 *---+-------+-------+----------------------*/
MD5
MD5(input)

Description

Computes the hash of the input using the MD5 algorithm. The input can either be STRING or BYTES. The string version treats the input as an array of bytes.

This function returns 16 bytes.

Warning: MD5 is no longer considered secure. For increased security use another hashing function.

Return type

BYTES

Example

SELECT MD5("Hello World") as md5;

-- Note that the result of MD5 is of type BYTES, displayed as a base64-encoded string.
/*--------------------------*
 | md5                      |
 +--------------------------+
 | sQqNsWTgdUEFt6mb5y4/5Q== |
 *--------------------------*/
SHA1
SHA1(input)

Description

Computes the hash of the input using the SHA-1 algorithm. The input can either be STRING or BYTES. The string version treats the input as an array of bytes.

This function returns 20 bytes.

Warning: SHA1 is no longer considered secure. For increased security, use another hashing function.

Return type

BYTES

Example

SELECT SHA1("Hello World") as sha1;

-- Note that the result of SHA1 is of type BYTES, displayed as a base64-encoded string.
/*------------------------------*
 | sha1                         |
 +------------------------------+
 | Ck1VqNd45QIvq3AZd8XYQLvEhtA= |
 *------------------------------*/
SHA256
SHA256(input)

Description

Computes the hash of the input using the SHA-256 algorithm. The input can either be STRING or BYTES. The string version treats the input as an array of bytes.

This function returns 32 bytes.

Return type

BYTES

Example

SELECT SHA256("Hello World") as sha256;
SHA512
SHA512(input)

Description

Computes the hash of the input using the SHA-512 algorithm. The input can either be STRING or BYTES. The string version treats the input as an array of bytes.

This function returns 64 bytes.

Return type

BYTES

Example

SELECT SHA512("Hello World") as sha512;

Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.

Last updated 2025-08-07 UTC.

[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-08-07 UTC."],[[["GoogleSQL for BigQuery offers five hash functions: `FARM_FINGERPRINT`, `MD5`, `SHA1`, `SHA256`, and `SHA512`."],["`FARM_FINGERPRINT` computes a fingerprint of a `STRING` or `BYTES` value using the FarmHash Fingerprint64 algorithm, returning an `INT64`."],["`MD5`, `SHA1`, `SHA256`, and `SHA512` compute hashes of `STRING` or `BYTES` values, with `MD5` returning 16 bytes, `SHA1` returning 20 bytes, `SHA256` returning 32 bytes, and `SHA512` returning 64 bytes as `BYTES`."],["`MD5` and `SHA1` are noted as no longer secure, and it is advised that another hash function should be used for increased security."]]],[]]


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