CREATE FUNCTION

There are three ways to create UDFs in RisingWave: UDFs as external functions, embedded UDFs and SQL UDFs. CREATE FUNCTION can be used for them with different syntax.

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UDFs as external functions

You can define your own functions (including table functions) by some programming languages, like Python and Java, and call these functions in RisingWave.

The CREATE FUNCTION command is used to declare these UDFs. After that, you can use them in SQL queries like any built-in functions.

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Syntax

CREATE FUNCTION function_name ( argument_type [, ...] )
    [ RETURNS return_type | RETURNS TABLE ( column_name column_type [, ...] ) ]
    [ LANGUAGE language_name ]
    AS function_name_defined_in_server
    USING LINK 'udf_server_address';

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Parameters

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Examples

Use CREATE FUNCTION to declare a UDF defined by Python. For more details, see Use UDFs in Python.

CREATE FUNCTION gcd(int, int) RETURNS int
LANGUAGE python AS gcd USING LINK 'http://localhost:8815'; -- If you are running RisingWave using Docker, replace the address with 'http://host.docker.internal:8815'.

Use CREATE FUNCTION to declare a UDF defined by Java. For more details, see Use UDFs in Java.

CREATE FUNCTION gcd(int, int) RETURNS int
AS gcd
USING LINK 'http://localhost:8815';

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Embedded UDFs

Embedded UDFs are functions that run in the language runtime embedded in RisingWave computation nodes. The CREATE FUNCTION command is used to create these UDFs.

Here are some examples of embedded UDFs, along with links to specific guides on creating them with different languages.

# Embedded Python UDF
create function gcd(a int, b int) returns int language python as $$
def gcd(a, b):
    while b != 0:
        a, b = b, a % b
    return a
$$;

For more details, see Embedded Python UDFs.

# Embedded JavaScript UDF
create function gcd(a int, b int) returns int language javascript as $$
    while (b != 0) {
        let t = b;
        b = a % b;
        a = t;
    }
    return a;
$$;

For more details, see Use UDFs in JavaScript.

# Embedded Rust UDF
create function gcd(int, int) returns int language rust as $$
    fn gcd(mut a: i32, mut b: i32) -> i32 {
        while b != 0 {
            let t = b;
            b = a % b;
            a = t;
        }
        a
    }
$$;

For more details, see Use UDFs in Rust.

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SQL UDFs

SQL UDFs in RisingWave are designed to expand directly into expressions at the frontend, resulting in minimal performance difference compared to manually calling multiple functions.

The CREATE FUNCTION command is used to define SQL UDFs. You can read our guide on SQL UDFs for more details.

CREATE FUNCTION function_name ( argument_type [, ...] )
    RETURNS return_type
    LANGUAGE sql
    { AS as_definition | RETURN return_definition };

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See also