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doc(udf): document Java UDF (#10320)
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## RisingWave Java UDF Example | ||
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Make sure you have installed Java 11 and Maven 3 or later. | ||
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```sh | ||
mvn package | ||
java -jar target/risingwave-udf-example.jar | ||
``` |
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<?xml version="1.0" encoding="UTF-8"?> | ||
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<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" | ||
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd"> | ||
<modelVersion>4.0.0</modelVersion> | ||
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<groupId>com.example</groupId> | ||
<artifactId>udf-example</artifactId> | ||
<version>1.0-SNAPSHOT</version> | ||
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<name>udf-example</name> | ||
<url>http://maven.apache.org</url> | ||
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<properties> | ||
<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding> | ||
<maven.compiler.source>11</maven.compiler.source> | ||
<maven.compiler.target>11</maven.compiler.target> | ||
</properties> | ||
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<dependencies> | ||
<dependency> | ||
<groupId>com.risingwave.java</groupId> | ||
<artifactId>risingwave-udf</artifactId> | ||
<version>0.0.1</version> | ||
</dependency> | ||
</dependencies> | ||
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<build> | ||
<plugins> | ||
<plugin> | ||
<groupId>org.apache.maven.plugins</groupId> | ||
<artifactId>maven-surefire-plugin</artifactId> | ||
<version>3.0.0-M6</version> | ||
<configuration> | ||
<argLine>--add-opens=java.base/java.nio=ALL-UNNAMED</argLine> | ||
</configuration> | ||
</plugin> | ||
<!-- generate an executable for examples --> | ||
<plugin> | ||
<groupId>org.apache.maven.plugins</groupId> | ||
<artifactId>maven-assembly-plugin</artifactId> | ||
<version>3.4.2</version> | ||
<configuration> | ||
<archive> | ||
<manifest> | ||
<mainClass>com.example.UdfExample</mainClass> | ||
</manifest> | ||
</archive> | ||
<descriptorRefs> | ||
<descriptorRef>jar-with-dependencies</descriptorRef> | ||
</descriptorRefs> | ||
<finalName>risingwave-udf-example</finalName> | ||
<appendAssemblyId>false</appendAssemblyId> | ||
</configuration> | ||
<executions> | ||
<execution> | ||
<id>udf-example</id> | ||
<phase>package</phase> | ||
<goals> | ||
<goal>single</goal> | ||
</goals> | ||
</execution> | ||
</executions> | ||
</plugin> | ||
</plugins> | ||
</build> | ||
</project> |
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## How to run example | ||
# RisingWave Java UDF SDK | ||
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Make sure you have installed Java 11 and Maven 3 or later. | ||
This library provides a Java SDK for creating user-defined functions (UDF) in RisingWave. | ||
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## Introduction | ||
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RisingWave supports user-defined functions implemented as external functions. | ||
With the RisingWave Java UDF SDK, users can define custom UDFs using Java and start a Java process as a UDF server. | ||
RisingWave can then remotely access the UDF server to execute the defined functions. | ||
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## Installation | ||
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To install the RisingWave Java UDF SDK: | ||
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```sh | ||
git clone https://github.com/risingwavelabs/risingwave.git | ||
cd risingwave/java/udf | ||
mvn install | ||
``` | ||
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## Creating a New Project | ||
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> NOTE: You can also start from the [udf-example](../udf-example) project without creating the project from scratch. | ||
To create a new project using the RisingWave Java UDF SDK, follow these steps: | ||
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```sh | ||
mvn archetype:generate -DgroupId=com.example -DartifactId=udf-example -DarchetypeArtifactId=maven-archetype-quickstart -DarchetypeVersion=1.4 -DinteractiveMode=false | ||
``` | ||
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Configure your `pom.xml` file as follows: | ||
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```xml | ||
<?xml version="1.0" encoding="UTF-8"?> | ||
<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" | ||
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd"> | ||
<modelVersion>4.0.0</modelVersion> | ||
<groupId>com.example</groupId> | ||
<artifactId>udf-example</artifactId> | ||
<version>1.0-SNAPSHOT</version> | ||
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<dependencies> | ||
<dependency> | ||
<groupId>com.risingwave.java</groupId> | ||
<artifactId>risingwave-udf</artifactId> | ||
<version>0.0.1</version> | ||
</dependency> | ||
</dependencies> | ||
</project> | ||
``` | ||
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The `--add-opens` flag must be added when running unit tests through Maven: | ||
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```xml | ||
<build> | ||
<plugins> | ||
<plugin> | ||
<groupId>org.apache.maven.plugins</groupId> | ||
<artifactId>maven-surefire-plugin</artifactId> | ||
<version>3.0.0-M7</version> | ||
<configuration> | ||
<argLine>--add-opens=java.base/java.nio=ALL-UNNAMED</argLine> | ||
</configuration> | ||
</plugin> | ||
</plugins> | ||
</build> | ||
``` | ||
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## Scalar Functions | ||
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A user-defined scalar function maps zero, one, or multiple scalar values to a new scalar value. | ||
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In order to define a scalar function, one has to create a new class that implements the `ScalarFunction` | ||
interface in `com.risingwave.functions` and implement exactly one evaluation method named `eval(...)`. | ||
This method must be declared public and non-static. | ||
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Any [data type](#data-types) listed in the data types section can be used as a parameter or return type of an evaluation method. | ||
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Here's an example of a scalar function that calculates the greatest common divisor (GCD) of two integers: | ||
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```java | ||
import com.risingwave.functions.ScalarFunction; | ||
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public class Gcd implements ScalarFunction { | ||
public int eval(int a, int b) { | ||
while (b != 0) { | ||
int temp = b; | ||
b = a % b; | ||
a = temp; | ||
} | ||
return a; | ||
} | ||
} | ||
``` | ||
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> **NOTE:** Differences with Flink | ||
> 1. The `ScalarFunction` is an interface instead of an abstract class. | ||
> 2. Multiple overloaded `eval` methods are not supported. | ||
> 3. Variable arguments such as `eval(Integer...)` are not supported. | ||
## Table Functions | ||
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A user-defined table function maps zero, one, or multiple scalar values to one or multiple | ||
rows (structured types). | ||
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In order to define a table function, one has to create a new class that implements the `TableFunction` | ||
interface in `com.risingwave.functions` and implement exactly one evaluation method named `eval(...)`. | ||
This method must be declared public and non-static. | ||
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The return type must be an `Iterator` of any [data type](#data-types) listed in the data types section. | ||
Similar to scalar functions, input and output data types are automatically extracted using reflection. | ||
This includes the generic argument T of the return value for determining an output data type. | ||
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Here's an example of a table function that generates a series of integers: | ||
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```java | ||
import com.risingwave.functions.TableFunction; | ||
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public class Series implements TableFunction { | ||
public Iterator<Integer> eval(int n) { | ||
return java.util.stream.IntStream.range(0, n).iterator(); | ||
} | ||
} | ||
``` | ||
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> **NOTE:** Differences with Flink | ||
> 1. The `TableFunction` is an interface instead of an abstract class. It has no generic arguments. | ||
> 2. Instead of calling `collect` to emit a row, the `eval` method returns an `Iterator` of the output rows. | ||
> 3. Multiple overloaded `eval` methods are not supported. | ||
> 4. Variable arguments such as `eval(Integer...)` are not supported. | ||
> 5. In SQL, table functions can be used in the `FROM` clause directly. `JOIN LATERAL TABLE` is not supported. | ||
## UDF Server | ||
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To create a UDF server and register functions: | ||
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```java | ||
import com.risingwave.functions.UdfServer; | ||
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public class App { | ||
public static void main(String[] args) { | ||
try (var server = new UdfServer("0.0.0.0", 8815)) { | ||
// register functions | ||
server.addFunction("gcd", new Gcd()); | ||
server.addFunction("series", new Series()); | ||
// start the server | ||
server.start(); | ||
server.awaitTermination(); | ||
} catch (Exception e) { | ||
e.printStackTrace(); | ||
} | ||
} | ||
} | ||
``` | ||
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To run the UDF server, execute the following command: | ||
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```sh | ||
mvn package | ||
java -jar target/risingwave-udf-example.jar | ||
_JAVA_OPTIONS="--add-opens=java.base/java.nio=ALL-UNNAMED" mvn exec:java -Dexec.mainClass="com.example.App" | ||
``` | ||
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## Creating Functions in RisingWave | ||
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```sql | ||
create function gcd(int, int) returns int | ||
language java as gcd using link 'http://localhost:8815'; | ||
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create function series(int) returns table (x int) | ||
language java as series using link 'http://localhost:8815'; | ||
``` | ||
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For more detailed information and examples, please refer to the official RisingWave [documentation](https://www.risingwave.dev/docs/current/user-defined-functions/#4-declare-your-functions-in-risingwave). | ||
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## Using Functions in RisingWave | ||
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Once the user-defined functions are created in RisingWave, you can use them in SQL queries just like any built-in functions. Here are a few examples: | ||
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```sql | ||
select gcd(25, 15); | ||
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select * from series(10); | ||
``` | ||
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## Data Types | ||
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The RisingWave Java UDF SDK supports the following data types: | ||
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| SQL Type | Java Type | Notes | | ||
| --------- | ------------------ | ------------------ | | ||
| SMALLINT | short, Short | | | ||
| INT | int, Integer | | | ||
| BIGINT | long, Long | | | ||
| FLOAT | float, Float | | | ||
| DOUBLE | double, Double | | | ||
| DECIMAL | BigDecimal | | | ||
| VARCHAR | String | | | ||
| BYTEA | byte[] | | | ||
| JSONB | String | Use `@DataTypeHint("JSONB") String` as the type. See [example](#jsonb). | | ||
| JSONB[] | String[] | Use `@DataTypeHint("JSONB[]") String[]` as the type. | | ||
| STRUCT<> | user-defined class | Define a data class as the type. See [example](#struct-type). | | ||
| ...others | | Not supported yet. | | ||
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### JSONB | ||
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```java | ||
import com.google.gson.Gson; | ||
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// Returns the i-th element of a JSON array. | ||
public class JsonbAccess implements ScalarFunction { | ||
static Gson gson = new Gson(); | ||
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public @DataTypeHint("JSONB") String eval(@DataTypeHint("JSONB") String json, int index) { | ||
if (json == null) | ||
return null; | ||
var array = gson.fromJson(json, Object[].class); | ||
if (index >= array.length || index < 0) | ||
return null; | ||
var obj = array[index]; | ||
return gson.toJson(obj); | ||
} | ||
} | ||
``` | ||
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```sql | ||
create function jsonb_access(jsonb, int) returns jsonb | ||
language java as jsonb_access using link 'http://localhost:8815'; | ||
``` | ||
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### Struct Type | ||
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```java | ||
// Split a socket address into host and port. | ||
public static class IpPort implements ScalarFunction { | ||
public static class SocketAddr { | ||
public String host; | ||
public short port; | ||
} | ||
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public SocketAddr eval(String addr) { | ||
var socketAddr = new SocketAddr(); | ||
var parts = addr.split(":"); | ||
socketAddr.host = parts[0]; | ||
socketAddr.port = Short.parseShort(parts[1]); | ||
return socketAddr; | ||
} | ||
} | ||
``` | ||
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```sql | ||
create function ip_port(varchar) returns struct<host varchar, port smallint> | ||
language java as ip_port using link 'http://localhost:8815'; | ||
``` | ||
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## Full Example | ||
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You can checkout [udf-example](../udf-example) and use it as a template to create your own UDFs. |
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