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Documentation Index

Fetch the complete documentation index at: https://docs.streamnative.io/llms.txt

Use this file to discover all available pages before exploring further.

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Configure state storage for Pulsar Functions

StreamNative Pulsar Functions support stateful functions that can maintain state across function invocations. This allows you to build more complex and powerful stream processing applications. It uses Oxia as a state storage interface. States are key-value pairs, where a key is a string and its value is arbitrary binary data - counters are stored as 64-bit big-endian binary values. Keys are scoped to an individual function and shared between instances of that function. To enable state storage for Pulsar Functions, you need to enable it explicitly when creating or updating a function by setting below arguments: 
--custom-runtime-options '{"enableStateStore": true}'
State storage is only available for Java functions for now.

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Call state APIs

Pulsar Functions expose below APIs for mutating and accessing state. The following table outlines the states that can be accessed within Java functions.
State-related APIJava
Increment counterincrCounter
incrCounterAsync
Retrieve countergetCounter
getCounterAsync
Update stateputState
putStateAsync
Retrieve stategetState
getStateAsync
Delete statedeleteState

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Increment counter

Use incrCounter to increment the counter of a given key by the given amount. If the key does not exist, a new key is created. 
    /**
     * Increment the built-in distributed counter referred by key
     * @param key The name of the key
     * @param amount The amount to be incremented
     */
    void incrCounter(String key, long amount);
To asynchronously increment the counter, you can use incrCounterAsync. 
     /**
     * Increment the built-in distributed counter referred by key
     * but dont wait for the completion of the increment operation
     *
     * @param key The name of the key
     * @param amount The amount to be incremented
     */
    CompletableFuture<Void> incrCounterAsync(String key, long amount);

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Retrieve counter

Use getCounter to retrieve the counter of a given key mutated by incrCounter. 
    /**
     * Retrieve the counter value for the key.
     *
     * @param key name of the key
     * @return the amount of the counter value for this key
     */
    long getCounter(String key);
To asynchronously retrieve the counter mutated by incrCounterAsync, you can use getCounterAsync. 
     /**
     * Retrieve the counter value for the key, but don't wait
     * for the operation to be completed
     *
     * @param key name of the key
     * @return the amount of the counter value for this key
     */
    CompletableFuture<Long> getCounterAsync(String key);

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Update state

Besides the counter API, Pulsar also exposes a general key/value API for functions to store and update the state of a given key. 
    /**
     * Update the state value for the key.
     *
     * @param key name of the key
     * @param value state value of the key
     */
    void putState(String key, ByteBuffer value);
To asynchronously update the state of a given key, you can use putStateAsync. 
    /**
     * Update the state value for the key, but don't wait for the operation to be completed
     *
     * @param key name of the key
     * @param value state value of the key
     */
    CompletableFuture<Void> putStateAsync(String key, ByteBuffer value);

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Retrieve state

Use getState to retrieve the state of a given key. 
    /**
     * Retrieve the state value for the key.
     *
     * @param key name of the key
     * @return the state value for the key.
     */
    ByteBuffer getState(String key);
To asynchronously retrieve the state of a given key, you can use getStateAsync. 
    /**
     * Retrieve the state value for the key, but don't wait for the operation to be completed
     *
     * @param key name of the key
     * @return the state value for the key.
     */
    CompletableFuture<ByteBuffer> getStateAsync(String key);

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Delete state

    /**
     * Delete the state value for the key.
     *
     * @param key   name of the key
     */
    void deleteState(String key);

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Query state via CLI

You can also query function state using CLI commands. This is useful for debugging and monitoring stateful functions. 
bin/pulsar-admin functions querystate \
    --tenant <tenant> \
    --namespace <namespace> \
    --name <function-name> \
    --key <state-key> \
    [---watch]
If --watch is specified, the CLI tool keeps running to get the latest value of the provided state-key.

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Example

The example of WordCountFunction demonstrates how state is stored within Pulsar Functions.
  1. The function splits the received String into multiple words using regex \\..
  2. For each word, the function increments counter by 1 via incrCounter(key, amount). 
    import org.apache.pulsar.functions.api.Context;
import org.apache.pulsar.functions.api.Function;

import java.util.Arrays;

public class WordCountFunction implements Function<String, Void> {
    @Override
    public Void process(String input, Context context) throws Exception {
        Arrays.asList(input.split("\\.")).forEach(word -> context.incrCounter(word, 1));
        return null;
    }
}