### Start with Custom Test Image

Source: https://redis.github.io/lettuce/integration-testing

Starts the Redis environment using a custom Docker image tag for client libraries.

```bash
make start CLIENT_LIBS_TEST_IMAGE_TAG=<tag>
```

--------------------------------

### Starting Redis Instance for Testing

Source: https://redis.github.io/lettuce

Command to start a Redis instance manually, typically used when building or testing Lettuce. This relies on the Makefile configuration.

```bash
$ make start
```

--------------------------------

### KeyCommands Interface Example

Source: https://redis.github.io/lettuce/redis-command-interfaces

An example of a `KeyCommands` interface extending `Commands`, demonstrating methods for Redis GET and SET operations. Each method signature maps to a specific Redis command, with return types and parameter types indicating expected results and input serialization.

```APIDOC
## KeyCommands Interface

### Description
This interface declares methods for interacting with Redis keys, including retrieving a key's value and setting a key-value pair. It extends the `Commands` marker interface.

### Methods

#### `String get(String key)`

##### Description
Retrieves the value associated with a given key.

##### Parameters
- **key** (String) - Required - The name of the key to retrieve.

##### Response
- **Success Response (200)**
  - (String) - The value of the key, or null if the key does not exist.

#### `String set(String key, String value)`

##### Description
Sets a key to a specified string value.

##### Parameters
- **key** (String) - Required - The name of the key to set.
- **value** (String) - Required - The string value to set for the key.

##### Response
- **Success Response (200)**
  - (String) - OK response.

#### `String set(String key, byte[] value)`

##### Description
Sets a key to a specified byte array value.

##### Parameters
- **key** (String) - Required - The name of the key to set.
- **value** (byte[]) - Required - The byte array value to set for the key.

##### Response
- **Success Response (200)**
  - (String) - OK response.
```

--------------------------------

### PING Command Example

Source: https://redis.github.io/lettuce/advanced-usage/custom-commands

Demonstrates the creation of a `PING` command with a status output.

```java
RedisCommand<String, String, String> command = new Command<>(CommandType.PING,
                                        new StatusOutput<>(StringCodec.UTF8));
```

--------------------------------

### PING Command Output Example

Source: https://redis.github.io/lettuce/advanced-usage/custom-commands

Shows the creation of a `PING` command specifically for its status output.

```java
Command<String, String, String> command = new Command<>(CommandType.PING,
                                        new StatusOutput<>(StringCodec.UTF8));
```

--------------------------------

### Basic Redis Connection Setup

Source: https://redis.github.io/lettuce/user-guide/redis-search

Establishes a basic connection to a Redis instance using Lettuce. This is the initial step before interacting with Redis Search.

```java
RedisURI redisURI = RedisURI.Builder.redis("localhost").withPort(6379).build();
RedisClient redisClient = RedisClient.create(redisURI);
StatefulRedisConnection<String, String> connection = redisClient.connect();
RediSearchCommands<String, String> search = connection.sync();
```

--------------------------------

### Start Redis Version 8.6

Source: https://redis.github.io/lettuce/integration-testing

Starts a Redis environment with a specific version using Docker Compose. Supported versions are listed in the documentation.

```bash
make start version=8.6
```

--------------------------------

### Basic Async SET and GET with Blocking get()

Source: https://redis.github.io/lettuce/user-guide/async-api

Demonstrates basic asynchronous SET and GET operations. Results are retrieved using the blocking get() method, which throws an ExecutionException if an error occurs.

```java
RedisAsyncCommands<String, String> async = client.connect().async();
RedisFuture<String> set = async.set("key", "value");
RedisFuture<String> get = async.get("key");

set.get() == "OK"
get.get() == "value"
```

--------------------------------

### MixedCommands Interface Example

Source: https://redis.github.io/lettuce/redis-command-interfaces

Demonstrates defining Redis commands with custom annotations and parameter referencing using both index-based and name-based approaches.

```APIDOC
## MixedCommands Interface Example

### Description
This interface shows how to define Redis commands using the `@Command` annotation. It illustrates both index-based (`?0`, `?1`) and name-based (`:key`, `:in`) parameter referencing. Parameters not explicitly referenced are appended as command arguments.

### Interface Definition
```java
interface MixedCommands extends Commands {

    @Command("SET ?1 ?0")
    String set(String value, String key);

    @Command("NR.OBSERVE :key :in -> :out TRAIN")
    List<Integer> nrObserve(@Param("key") String key, @Param("in") int[] in, @Param("out") int... out);
}
```

### Parameter Referencing
- **Index-based**: `?0`, `?1`, ... (zero-based)
- **Name-based**: `:key`, `:in`, ... (references parameter names, requires `javac -parameters` or `@Param` annotation)
- **Unreferenced Parameters**: Appended as arguments after the last command segment.
```

--------------------------------

### Obtain and Use Command Interface Instance

Source: https://redis.github.io/lettuce/redis-command-interfaces

Get a proxy instance of your command interface from the factory and use it to execute Redis commands.

```java
public class SomeClient {

    KeyCommands commands;

    public SomeClient(RedisCommandFactory factory) {
        commands = factory.getCommands(KeyCommands.class);
    }

    public void doSomething() {
        String value = commands.get("Walter");
    }
}
```

--------------------------------

### Configure RedisURI with Streaming Credentials

Source: https://redis.github.io/lettuce/user-guide/connecting-redis

This example demonstrates how to create a `RedisURI` using a streaming credentials provider and enable automatic re-authentication. It shows emitting initial credentials, setting `ClientOptions.ReauthenticateBehavior.ON_NEW_CREDENTIALS`, and connecting to Redis.

```java
// Create a streaming credentials provider
MyStreamingRedisCredentialsProvider streamingCredentialsProvider = new MyStreamingRedisCredentialsProvider();

// Emit initial credentials
streamingCredentialsProvider.emitCredentials("testuser", "testpass".toCharArray());

// Enable automatic re-authentication
ClientOptions clientOptions = ClientOptions.builder()
        // enable automatic re-authentication
        .reauthenticateBehavior(ClientOptions.ReauthenticateBehavior.ON_NEW_CREDENTIALS)
        .build();

// Create a RedisURI with streaming credentials provider
RedisURI redisURI = RedisURI.builder().withHost(HOST).withPort(PORT)
        .withAuthentication(streamingCredentialsProvider)
        .build();

// RedisClient
RedisClient redisClient = RedisClient.create(redisURI);
rediscClient.connect().sync().ping();

// ...
// Emit new credentials when needed
streamingCredentialsProvider.emitCredentials("testuser", "password-rotated".toCharArray());

```

--------------------------------

### MixedCommands Interface Example

Source: https://redis.github.io/lettuce/redis-command-interfaces

This example demonstrates various uses of the @Command annotation within a Java interface for interacting with Redis.

```APIDOC
## CLIENT SETNAME

### Description
Sets the name for the current client connection.

### Method
Not explicitly defined, but implied by the Java method signature.

### Endpoint
Not applicable (Redis command interface).

### Parameters
#### Path Parameters
None

#### Query Parameters
None

#### Request Body
None

### Request Example
```java
redisClient.connect().sync().setName("my-client-name");
```

### Response
#### Success Response
- **String** (String) - Confirmation of the operation, typically OK.

#### Response Example
```
OK
```

## MGET

### Description
Retrieves the values of multiple keys from Redis.

### Method
Not explicitly defined, but implied by the Java method signature.

### Endpoint
Not applicable (Redis command interface).

### Parameters
#### Path Parameters
None

#### Query Parameters
None

#### Request Body
None

### Request Example
```java
redisClient.connect().sync().mgetAsValues("key1", "key2", "key3");
```

### Response
#### Success Response
- **List<Value<String>>** (List) - A list of values corresponding to the requested keys. Each value is wrapped in a `Value` object which may indicate if the key exists.

#### Response Example
```json
[
  {"value": "value1"},
  {"value": null},
  {"value": "value3"}
]
```

## SET mykey

### Description
Sets the value of a specific key in Redis. The key is predefined as 'mykey'.

### Method
Not explicitly defined, but implied by the Java method signature.

### Endpoint
Not applicable (Redis command interface).

### Parameters
#### Path Parameters
None

#### Query Parameters
None

#### Request Body
None

### Request Example
```java
redisClient.connect().sync().set("some-value");
```

### Response
#### Success Response
- **String** (String) - Confirmation of the operation, typically OK.

#### Response Example
```
OK
```

## NR.OBSERVE ?0 ?1 -> ?2 TRAIN

### Description
Executes a custom Redis command for observing data, with specific parameters for input and output.

### Method
Not explicitly defined, but implied by the Java method signature.

### Endpoint
Not applicable (Redis command interface).

### Parameters
#### Path Parameters
None

#### Query Parameters
None

#### Request Body
None

### Request Example
```java
redisClient.connect().sync().nrObserve("my-key", new int[]{1, 2}, new int[]{3, 4, 5});
```

### Response
#### Success Response
- **List<Integer>** (List) - A list of integers representing the observed results.

#### Response Example
```json
[10, 20, 30]
```
```

--------------------------------

### Basic Redis Connection and Command Execution

Source: https://redis.github.io/lettuce/user-guide/connecting-redis

Demonstrates creating a Redis client, establishing a connection, executing a GET command, and closing the connection and client. This is the fundamental workflow for interacting with Redis.

```java
RedisClient client = RedisClient.create("redis://localhost");          

StatefulRedisConnection<String, String> connection = client.connect(); 

RedisCommands<String, String> commands = connection.sync();            

String value = commands.get("foo");                                    

... 

connection.close();                                                    

client.shutdown();                                                     

```

--------------------------------

### Declare a Basic Command Interface

Source: https://redis.github.io/lettuce/redis-command-interfaces

Start by declaring an interface that extends Lettuce's `Commands` interface.

```java
interface KeyCommands extends Commands { … }
```

--------------------------------

### Basic Lettuce Setup for Vector Sets

Source: https://redis.github.io/lettuce/user-guide/vector-sets

Establishes a connection to a Redis instance using Lettuce, preparing for vector set operations. Ensure Redis is running on localhost:6379.

```java
RedisURI redisURI = RedisURI.Builder.redis("localhost").withPort(6379).build();
RedisClient redisClient = RedisClient.create(redisURI);
StatefulRedisConnection<String, String> connection = redisClient.connect();
RedisVectorSetCommands<String, String> vectorSet = connection.sync();
```

--------------------------------

### KeyCommands Interface Example

Source: https://redis.github.io/lettuce/redis-command-interfaces

Illustrates how to explicitly mark parameters as keys or values using the `@Key` and `@Value` annotations, which influences Redis Cluster routing and codec selection.

```APIDOC
## KeyCommands Interface Example

### Description
This interface demonstrates the use of `@Key` and `@Value` annotations to explicitly identify key and value parameters. This is particularly important for Redis Cluster to determine command routing and for influencing `RedisCodec` selection.

### Interface Definition
```java
interface KeyCommands extends Commands {

    String set(@Key String key, @Value String value);
}
```

### Annotations
- **`@Key`**: Marks a parameter as a Redis key.
- **`@Value`**: Marks a parameter as a Redis value.

### Influence
- **Redis Cluster**: The first key parameter affects command routing.
- **`RedisCodec`**: Hinting influences the selection of the appropriate codec for encoding/decoding.
```

--------------------------------

### Redis Pub/Sub Subscription

Source: https://redis.github.io/lettuce

Example of setting up a connection for Pub/Sub messaging and subscribing to a channel using Lettuce's synchronous API. Requires a listener implementation.

```java
RedisPubSubCommands<String, String> connection = client.connectPubSub().sync();
connection.getStatefulConnection().addListener(new RedisPubSubListener<String, String>() { ... })
connection.subscribe("channel");
```

--------------------------------

### Basic Synchronous Redis Usage

Source: https://redis.github.io/lettuce

Demonstrates how to connect to a Redis instance and perform a basic synchronous GET operation using Lettuce. Requires a running Redis instance on localhost.

```java
RedisClient client = RedisClient.create("redis://localhost");
StatefulRedisConnection<String, String> connection = client.connect();
RedisStringCommands sync = connection.sync();
String value = sync.get("key");
```

--------------------------------

### Building RedisURI with Password and Database

Source: https://redis.github.io/lettuce/user-guide/connecting-redis

Illustrates using the RedisURI.Builder to construct a Redis URI with a password and a specific database number. This is useful for more complex authentication and multi-database setups.

```java
RedisURI redisUri = RedisURI.Builder.redis("localhost")
                                .withPassword("authentication")
                                .withDatabase(2)
                                .build();
RedisClient client = RedisClient.create(redisUri);

// …

client.shutdown();

```

--------------------------------

### Hgetall with KeyValueStreamingChannel

Source: https://redis.github.io/lettuce/advanced-usage/streaming-api

Example of using KeyValueStreamingChannel to process key-value pairs from a Redis hash. Implement the onKeyValue method to handle each pair as it arrives.

```java
Long count = redis.hgetall(new KeyValueStreamingChannel<String, String>()
    {
        @Override
        public void onKeyValue(String key, String value)
        {
            ...
        }
    }, key);
```

--------------------------------

### Configure Brave Tracing with ClientResources

Source: https://redis.github.io/lettuce/advanced-usage/observability

Configure Brave tracing by providing a Tracing instance, service name, and optional span customizers. This example excludes command arguments from span tags and customizes spans with the command type.

```java
brave.Tracing clientTracing = …;

BraveTracing tracing = BraveTracing.builder().tracing(clientTracing)
    .excludeCommandArgsFromSpanTags()
    .serviceName("custom-service-name-goes-here")
    .spanCustomizer((command, span) -> span.tag("cmd", command.getType().name()))
    .build();

ClientResources resources = ClientResources.builder().tracing(tracing).build();
```

--------------------------------

### Run Integration Tests

Source: https://redis.github.io/lettuce/integration-testing

Executes integration tests using Maven. Assumes the environment is already started. Integration tests are enabled by default when using this command.

```bash
make test
```

--------------------------------

### Create Redis Search Index with Filtering

Source: https://redis.github.io/lettuce/user-guide/redis-search

Configure an index to only include documents that match specific criteria using the `filter` option during index creation. This example indexes only active products.

```java
// Index only documents matching certain criteria
CreateArgs<String, String> conditionalArgs = CreateArgs.<String, String>builder()
    .on(CreateArgs.TargetType.HASH)
    .prefix("product:")
    .filter("@status=='active'")  // Only index active products
    .build();

search.ftCreate("active-products-idx", conditionalArgs, fields);
```

--------------------------------

### Configure Failover with Weighted Databases

Source: https://redis.github.io/lettuce/advanced-usage/failover

Configure a list of Redis databases with weights to enable automatic failover. Higher weights indicate higher priority. This example sets up 'redis-east' as primary and 'redis-west' as secondary.

```java
import io.lettuce.core.RedisURI;
import io.lettuce.core.failover.api.DatabaseConfig;
import io.lettuce.core.failover.MultiDbClient;
import io.lettuce.core.failover.api.MultiDbOptions;
import io.lettuce.core.failover.api.StatefulRedisMultiDbConnection;
import java.util.Arrays;


// Configure databases with weights (higher weight = higher priority)
// redis-east
RedisURI eastUri = RedisURI.builder()
        .withHost("redis-east.example.com")
        .withPort(6379)
        .withPassword("secret".toCharArray())
        .build();

DatabaseConfig east = DatabaseConfig.builder(eastUri)
        .weight(1.0f)  // Primary database
        .build();

// redis-west
RedisURI westUri = RedisURI.builder()
                .withHost("redis-west.example.com")
                .withPort(6379)
                .withPassword("secret".toCharArray())
                .build();
DatabaseConfig west = DatabaseConfig.builder(westUri)
        .weight(0.5f)  // Secondary database
        .build();

// Create the multi-database client
MultiDbClient client = MultiDbClient.create(Arrays.asList(east, west));

// Connect and use like a regular Redis connection
StatefulRedisMultiDbConnection<String, String> connection = client.connect();

// Execute commands asynchronously - they go to the highest-weighted healthy database
connection.async().set("key", "value");
String value = connection.async().get("key").get();

// Clean up
connection.close();
client.shutdown();

```

--------------------------------

### Connect to Standalone Master/Replica

Source: https://redis.github.io/lettuce/ha-sharding

Establishes a connection to a standalone Master/Replica Redis setup. Ensure the RedisClient, Codec, and RedisURI are properly configured. The connection is closed and the client shut down afterward.

```java
RedisClient redisClient = RedisClient.create();

StatefulRedisMasterReplicaConnection<String, String> connection = MasterReplica.connect(redisClient, StringCodec.UTF8,
        RedisURI.create("redis://localhost"));
connection.setReadFrom(ReadFrom.MASTER_PREFERRED);

System.out.println("Connected to Redis");

connection.close();
redisClient.shutdown();

```

--------------------------------

### Connect to Static Master/Replica Topology

Source: https://redis.github.io/lettuce/ha-sharding

Establishes a connection to a Master/Replica setup with a predefined list of node addresses. This is useful for environments like AWS ElastiCache where topology discovery is not desired or possible. The connection needs to be re-established manually in case of failover.

```java
RedisClient redisClient = RedisClient.create();

List<RedisURI> nodes = Arrays.asList(RedisURI.create("redis://host1"),
        RedisURI.create("redis://host2"),
        RedisURI.create("redis://host3"));

StatefulRedisMasterReplicaConnection<String, String> connection = MasterReplica
        .connect(redisClient, StringCodec.UTF8, nodes);
connection.setReadFrom(ReadFrom.MASTER_PREFERRED);

System.out.println("Connected to Redis");

connection.close();
redisClient.shutdown();

```

--------------------------------

### Async SET and GET with Blocking await() and get()

Source: https://redis.github.io/lettuce/user-guide/async-api

Shows asynchronous SET and GET operations with explicit waiting using await() and timed get(). This allows for controlled blocking and retrieval of results.

```java
RedisAsyncCommands<String, String> async = client.connect().async();
RedisFuture<String> set = async.set("key", "value");
RedisFuture<String> get = async.get("key");

set.await(1, SECONDS) == true
set.get() == "OK"
get.get(1, TimeUnit.MINUTES) == "value"
```

--------------------------------

### Configure ReadFrom in Redis Standalone Master/Replica

Source: https://redis.github.io/lettuce/ha-sharding

Connect to a static Master/Replica setup in Standalone mode and set the ReadFrom policy to REPLICA. This enables reading from replica nodes. The connection requires the master node's RedisURI.

```java
RedisURI masterUri = RedisURI.Builder.redis("master-host", 6379).build();
RedisClient client = RedisClient.create();

StatefulRedisMasterReplicaConnection<String, String> connection = MasterReplica.connect(
            client,
            StringCodec.UTF8,
            masterUri);

connection.setReadFrom(ReadFrom.REPLICA);

connection.sync().get("key"); // Replica read

connection.close();
client.shutdown();

```

--------------------------------

### Subscribe to GET Operation (Anonymous Class)

Source: https://redis.github.io/lettuce/user-guide/reactive-api

Performs a GET operation and subscribes to the result using an anonymous inner class for handling the value.

```java
commands.get("key").subscribe(new Consumer<String>() {

    public void accept(String value) {
        System.out.println(value);
    }
});
```

--------------------------------

### Set up RedisCommandFactory

Source: https://redis.github.io/lettuce/redis-command-interfaces

Instantiate `RedisCommandFactory` with a connected client to enable proxy creation for command interfaces.

```java
RedisClient client = …;
RedisCommandFactory factory = new RedisCommandFactory(client.connect());
```

--------------------------------

### Subscribe to GET Operation (Lambda)

Source: https://redis.github.io/lettuce/user-guide/reactive-api

Performs a GET operation and subscribes to the result using a Java 8 lambda expression for concise value handling.

```java
commands
   .get("key")
   .subscribe(value -> System.out.println(value));
```

--------------------------------

### Command Naming Strategies

Source: https://redis.github.io/lettuce/redis-command-interfaces

Demonstrates different ways to map method names to Redis commands using annotations and naming strategies.

```java
public interface MixedCommands extends Commands {

    List<String> mget(String... keys);

    @Command("MGET")
    List<Value<String>> mgetAsValues(String... keys);

    @CommandNaming(strategy = DOT)
    double nrRun(String key, int... indexes);
}
```

--------------------------------

### Enable StartTLS on RedisURI

Source: https://redis.github.io/lettuce/advanced-usage/ssl-connections

Set the startTLS property to true on a RedisURI to enable StartTLS before establishing an SSL connection.

```java
RedisURI redisUri = ...
redisUri.setStartTls(true);
```

--------------------------------

### Perform Redis GET operation asynchronously

Source: https://redis.github.io/lettuce/user-guide/async-api

Executes a Redis GET command asynchronously using the obtained RedisAsyncCommands interface. Returns a RedisFuture representing the result.

```java
RedisFuture<String> future = commands.get("key");
```

--------------------------------

### SET Command with Arguments

Source: https://redis.github.io/lettuce/advanced-usage/custom-commands

Illustrates creating a `SET` command with a key and value using `CommandArgs`.

```java
StringCodec codec = StringCodec.UTF8;
RedisCommand<String, String, String> command = new Command<>(CommandType.SET,
                new StatusOutput<>(codec), new CommandArgs<>(codec)
                                                  .addKey("key")
                                                  .addValue("value"));
```

--------------------------------

### Filter items starting with 'M'

Source: https://redis.github.io/lettuce/user-guide/reactive-api

Filters a Flux to emit only items that start with the letter 'M'. This is useful for selecting specific data based on string patterns before further processing.

```java
Flux.just("Ben", "Michael", "Mark")
        .filter(s -> s.startsWith("M"))
        .flatMap(commands::get)
        .subscribe(value -> System.out.println("Got value: " + value));
```

--------------------------------

### Start Java Flight Recording

Source: https://redis.github.io/lettuce/advanced-usage/events

Record JFR events by starting your Java application with the specified JVM argument. This enables the collection of detailed Redis event data.

```shell
java -XX:StartFlightRecording:filename=recording.jfr,duration=10s …
```

--------------------------------

### Reactive Redis Operations

Source: https://redis.github.io/lettuce

Illustrates the use of Lettuce's reactive API with Project Reactor's Mono. It shows performing SET and GET operations and blocking for the result of the GET.

```java
StatefulRedisConnection<String, String> connection = client.connect();
RedisStringReactiveCommands<String, String> reactive = connection.reactive();
Mono<String> set = reactive.set("key", "value");
Mono<String> get = reactive.get("key");

set.subscribe();

get.block() == "value"
```

--------------------------------

### Using WATCH with Multi

Source: https://redis.github.io/lettuce/user-guide/transactions-multi

Demonstrates using WATCH to monitor a key. If the key changes before exec(), the transaction will fail, returning an empty list.

```Java
redis.watch(key);

RedisConnection<String, String> redis2 = client.connect();
redis2.set(key, value + "X");
redis2.close();

redis.multi();
redis.append(key, "foo");
redis.exec(); // result is an empty list because of the changed key

```

--------------------------------

### Managing Suggestions

Source: https://redis.github.io/lettuce/user-guide/redis-search

Get the size of a suggestion dictionary and delete specific suggestions.

```APIDOC
## Get Suggestion Dictionary Size

### Description
Returns the number of terms in a suggestion dictionary.

### Method
`search.ftSuglen(dictionaryName)`

### Parameters
- **dictionaryName** (String) - Required - The name of the suggestion dictionary.

### Response Example
```json
1500
```

## Delete Suggestion

### Description
Deletes a specific term from a suggestion dictionary.

### Method
`search.ftSugdel(dictionaryName, term)`

### Parameters
- **dictionaryName** (String) - Required - The name of the suggestion dictionary.
- **term** (String) - Required - The suggestion term to delete.

### Response Example
```json
true
```
```

--------------------------------

### HGETALL Command with Map Output

Source: https://redis.github.io/lettuce/advanced-usage/custom-commands

Demonstrates creating an `HGETALL` command that returns a map of strings.

```java
StringCodec codec = StringCodec.UTF8;
Command<String, String, Map<String, String>> command = new Command<>(CommandType.HGETALL,
                                    new MapOutput<>(codec),
                                    new CommandArgs<>(codec).addKey(key));
```

--------------------------------

### Invoke SET Command

Source: https://redis.github.io/lettuce/redis-command-interfaces

Example of invoking the SET command using the declared KeyCommands interface.

```java
commands.set("key", "value");
```

--------------------------------

### Initialize Lettuce Redis Client

Source: https://redis.github.io/lettuce/user-guide/async-api

Establishes a connection to a Redis instance using RedisClient and obtains an asynchronous command interface.

```java
RedisClient client = RedisClient.create("redis://localhost");
RedisAsyncCommands<String, String> commands = client.connect().async();
```

--------------------------------

### Building Lettuce with Maven

Source: https://redis.github.io/lettuce

Command to build the Lettuce project using Apache Maven. This assumes you have cloned the repository and are in the project directory.

```bash
$ make test
```

--------------------------------

### Enable StartTLS during RedisURI Builder

Source: https://redis.github.io/lettuce/advanced-usage/ssl-connections

Configure a RedisURI using the builder pattern to enable StartTLS for the SSL connection.

```java
RedisURI redisUri = RedisURI.Builder.redis(host(), sslPort())
                                 .withSsl(true)
                                 .withStartTls(true)
                                 .build();
```

--------------------------------

### Manage Suggestion Dictionary Size and Entries

Source: https://redis.github.io/lettuce/user-guide/redis-search

Get the number of suggestions in a dictionary and delete specific suggestions.

```Java
// Get suggestion dictionary size
Long count = search.ftSuglen("autocomplete");

// Delete a suggestion
Boolean deleted = search.ftSugdel("autocomplete", "old suggestion");

```

--------------------------------

### Getting Suggestions

Source: https://redis.github.io/lettuce/user-guide/redis-search

Retrieve suggestions from a dictionary based on a prefix, with options for fuzzy matching, limiting results, and including scores/payloads.

```APIDOC
## Get Suggestions

### Description
Retrieves a list of suggestions from a dictionary that match a given prefix. Supports advanced options like fuzzy matching and including scores/payloads.

### Method
`search.ftSugget(dictionaryName, prefix, [sugGetArgs])`

### Parameters
- **dictionaryName** (String) - Required - The name of the suggestion dictionary.
- **prefix** (String) - Required - The prefix to search for.
- **sugGetArgs** (SugGetArgs) - Optional - Advanced arguments for retrieving suggestions.
  - `fuzzy()`: Enables fuzzy matching.
  - `max(Integer)`: Limits the number of suggestions returned.
  - `withScores()`: Includes the score for each suggestion.
  - `withPayloads()`: Includes the payload for each suggestion.

### Response Example
```json
[
  {
    "value": "wireless headphones",
    "score": 1.0,
    "payload": "category:electronics"
  }
]
```

### Request Example
```java
SugGetArgs getArgs = SugGetArgs.builder()
    .fuzzy()
    .max(5)
    .withScores()
    .withPayloads()
    .build();
List<Suggestion<String>> results = search.ftSugget("autocomplete", "head", getArgs);
```
```

--------------------------------

### Get the last item from a Flux

Source: https://redis.github.io/lettuce/user-guide/reactive-api

Retrieves only the last emitted item from a Flux. This is useful when only the final result of a sequence is needed.

```java
Flux.just("Ben", "Michael", "Mark")
        .last()
        .subscribe(value -> System.out.println("Got value: " + value));
```

--------------------------------

### Building Secure RedisURI with SSL, Password, and Database

Source: https://redis.github.io/lettuce/user-guide/connecting-redis

Demonstrates building a secure Redis URI using SSL, specifying a password, and selecting a database. This is essential for encrypted connections with authentication.

```java
RedisURI redisUri = RedisURI.Builder.redis("localhost")
                                .withSsl(true)
                                .withPassword("authentication")
                                .withDatabase(2)
                                .build();
RedisClient client = RedisClient.create(redisUri);

// …

client.shutdown();

```

--------------------------------

### Basic Aggregation

Source: https://redis.github.io/lettuce/user-guide/redis-search

Perform a simple aggregation on an index without any complex pipeline operations. Useful for getting a count or basic summary.

```java
// Simple aggregation without pipeline operations
AggregationReply<String, String> results = search.ftAggregate("products-idx", "*");
```

--------------------------------

### Declare KeyCommands Interface

Source: https://redis.github.io/lettuce/redis-command-interfaces

Define a Java interface extending Commands to declare Redis key-related operations like GET and SET.

```java
public interface KeyCommands extends Commands {

    String get(String key);

    String set(String key, String value);

    String set(String key, byte[] value);
}
```

--------------------------------

### Choose Vector Set Quantization Types

Source: https://redis.github.io/lettuce/user-guide/vector-sets

Illustrates how to select different quantization types (NO_QUANTIZATION, Q8, BINARY) for vector additions based on precision, performance, and memory requirements.

```java
public class VectorSetBestPractices {

    // 1. Use appropriate quantization for your use case
    public void chooseQuantization() {
        // High precision needed (scientific, financial)
        VAddArgs highPrecision = VAddArgs.Builder
            .quantizationType(QuantizationType.NO_QUANTIZATION)
            .build();

        // Balanced performance (most applications)
        VAddArgs balanced = VAddArgs.Builder
            .quantizationType(QuantizationType.Q8)
            .build();

        // Maximum speed/minimum memory (large scale)
        VAddArgs fast = VAddArgs.Builder
            .quantizationType(QuantizationType.BINARY)
            .build();
    }
// ... other methods ...
}

```

--------------------------------

### Execute Multiple Asynchronous Commands

Source: https://redis.github.io/lettuce/user-guide/transactions-multi

For asynchronous execution, chain RedisFuture objects. Results can be accessed via callbacks or blocking get().

```Java
redis.multi();

RedisFuture<String> set1 = redis.set("one", "1");
RedisFuture<String> set2 = redis.set("two", "2");
RedisFuture<String> mget = redis.mget("one", "two");
RedisFuture<Long> llen = mgetredis.llen(key);


set1.thenAccept(value -> …); // OK
set2.thenAccept(value -> …); // OK

RedisFuture<List<Object>> exec = redis.exec(); // result: list("OK", "OK", list("1", "2"), 0L)

mget.get(); // list("1", "2")
llen.thenAccept(value -> …); // 0L

```

--------------------------------

### Explain Redis Search Query Plan

Source: https://redis.github.io/lettuce/user-guide/redis-search

Use `ftExplain` to understand how Redis Search executes a query. Supports basic and detailed explanations with dialect options.

```java
// Basic query explanation
String plan = search.ftExplain("products-idx", "@title:wireless");
```

```java
// Detailed explanation with dialect
ExplainArgs<String, String> explainArgs = ExplainArgs.<String, String>builder()
    .dialect(QueryDialects.DIALECT2)
    .build();

String detailedPlan = search.ftExplain("products-idx", "@title:wireless", explainArgs);
System.out.println("Execution plan: " + detailedPlan);
```

--------------------------------

### Create Redis Client and Reactive Commands

Source: https://redis.github.io/lettuce/user-guide/reactive-api

Initializes a Redis client and obtains reactive commands for String/String data types.

```java
RedisClient client = RedisClient.create("redis://localhost");
RedisStringReactiveCommands<String, String> commands = client.connect().reactive();
```

--------------------------------

### Block and Get Last Element

Source: https://redis.github.io/lettuce/user-guide/reactive-api

Converts a Flux to a single value using block(). Avoid this in production code as it negates non-blocking benefits.

```java
String last = Flux.just("Ben", "Michael", "Mark").last().block();
System.out.println(last);
```

--------------------------------

### Create and Use Basic Async Connection Pool

Source: https://redis.github.io/lettuce/advanced-usage/connection-pooling

Demonstrates creating a bounded asynchronous connection pool for standalone Redis and executing a transaction. Ensure pool initialization is awaited to prevent 'Pool exhausted' exceptions. Connections must be released after use.

```java
RedisClient client = RedisClient.create();

CompletionStage<AsyncPool<StatefulRedisConnection<String, String>>> poolFuture = AsyncConnectionPoolSupport.createBoundedObjectPoolAsync(
        () -> client.connectAsync(StringCodec.UTF8, RedisURI.create(host, port)), BoundedPoolConfig.create());

// await poolFuture initialization to avoid NoSuchElementException: Pool exhausted when starting your application

// execute work
CompletableFuture<TransactionResult> transactionResult = pool.acquire().thenCompose(connection -> {

    RedisAsyncCommands<String, String> async = connection.async();

    async.multi();
    async.set("key", "value");
    async.set("key2", "value2");
    return async.exec().whenComplete((s, throwable) -> pool.release(connection));
});

// terminating
pool.closeAsync();

// after pool completion
client.shutdownAsync();

```

--------------------------------

### Configure DnsAddressResolverGroup

Source: https://redis.github.io/lettuce/advanced-usage/client-resources

Configure a custom DnsAddressResolverGroup for DNS resolution. This is useful for DNS-based Redis HA setups. Ensure that the dnsEventLoop is properly initialized.

```java
new DnsAddressResolverGroup(
  new DnsNameResolverBuilder(dnsEventLoop)
      .channelType(NioDatagramChannel.class)
      .resolveCache(NoopDnsCache.INSTANCE)
      .cnameCache(NoopDnsCnameCache.INSTANCE)
      .authoritativeDnsServerCache(NoopAuthoritativeDnsServerCache.INSTANCE)
      .consolidateCacheSize(0)
);
```

--------------------------------

### Basic Redis Connection and Operation

Source: https://redis.github.io/lettuce/getting-started

Demonstrates establishing a connection to a Redis server, performing a SET operation, and closing the connection.

```java
RedisClient redisClient = RedisClient.create("redis://password@localhost:6379/0");
StatefulRedisConnection<String, String> connection = redisClient.connect();
RedisCommands<String, String> syncCommands = connection.sync();

syncCommands.set("key", "Hello, Redis!");

connection.close();
redisClient.shutdown();

```

--------------------------------

### Initialize RedisCommandFactory with Codecs

Source: https://redis.github.io/lettuce/redis-command-interfaces

Instantiates a RedisCommandFactory with a connection and a list of codecs, including ByteArrayCodec and StringCodec. This sets up the factory for encoding and decoding Redis data.

```java
RedisCommandFactory factory = new RedisCommandFactory(connection, Arrays.asList(new ByteArrayCodec(), new StringCodec(LettuceCharsets.UTF8)));

```

--------------------------------

### Get Random Elements from a Vector Set

Source: https://redis.github.io/lettuce/user-guide/vector-sets

Retrieves a specified number of random elements from a given vector set. This is useful for sampling or exploratory analysis.

```java
// Get random elements from the vector set
List<String> randomElements = vectorSet.vrandmember("points", 3);
System.out.println("Random elements: " + randomElements);

```

--------------------------------

### Get the first item from a Flux

Source: https://redis.github.io/lettuce/user-guide/reactive-api

Retrieves the first emitted item from a Flux. This is the opposite of the `last()` operator and is used when only the initial element of a sequence is needed.

```java
Flux.just("Ben", "Michael", "Mark")
        .next()
        .subscribe(value -> System.out.println("Got value: " + value));
```

--------------------------------

### Get Connection to a Specific Node

Source: https://redis.github.io/lettuce/ha-sharding

Retrieve a connection to a specific node within the cluster using its host and port. Note that this connection should not be closed independently.

```java
RedisURI node1 = RedisURI.create("node1", 6379);
RedisURI node2 = RedisURI.create("node2", 6379);

RedisClusterClient clusterClient = RedisClusterClient.create(Arrays.asList(node1, node2));
StatefulRedisClusterConnection<String, String> connection = clusterClient.connect();

RedisClusterCommands<String, String> node1 = connection.getConnection("host", 7379).sync();

... 
// do not close node1

connection.close();
clusterClient.shutdown();

```

--------------------------------

### Add and Remove Redis Databases Dynamically

Source: https://redis.github.io/lettuce/advanced-usage/failover

Demonstrates how to add a new database configuration and remove an existing one from a multi-database connection at runtime.

```java
StatefulRedisMultiDbConnection<String, String> connection = client.connect();

// Add a new database
RedisURI newDb = RedisURI.create("redis://new-server:6379");
DatabaseConfig newConfig = DatabaseConfig.builder(newDb)
        .weight(0.8f)
        .build();
connection.addDatabase(newConfig);

// Remove a database
connection.removeDatabase(existingUri);
```

--------------------------------

### Either-Or Chaining for Master-Replica Get

Source: https://redis.github.io/lettuce/user-guide/async-api

Consumes the value from the first future that completes between a master and replica Redis client. Useful for fast data retrieval.

```java
RedisStringAsyncCommands<String, String> master = masterClient.connect().async();
RedisStringAsyncCommands<String, String> replica = replicaClient.connect().async();

RedisFuture<String> future = master.get("key");
future.acceptEither(replica.get("key"), new Consumer<String>() {
    @Override
    public void accept(String value) {
      System.out.println("Got value: " + value);
    }
});

```

--------------------------------

### Redis Coroutines Commands Example

Source: https://redis.github.io/lettuce/user-guide/kotlin-api

Retrieve commands using the Coroutines API for asynchronous operations. Note that Coroutine Extensions are experimental and require opt-in.

```kotlin
val api: RedisCoroutinesCommands<String, String> = connection.coroutines()

val foo1 = api.set("foo", "bar")
val foo2 = api.keys("fo*")

```

--------------------------------

### Create and Search Multiple Redis Search Indexes

Source: https://redis.github.io/lettuce/user-guide/redis-search

Demonstrates creating specialized indexes for different data types and performing separate searches on each, intended for later result aggregation.

```java
// Create specialized indexes
search.ftCreate("products-idx", productFields);
search.ftCreate("reviews-idx", reviewFields);
```

```java
// Search each index separately and combine results
SearchReply<String, String> productResults = search.ftSearch("products-idx", "wireless");
SearchReply<String, String> reviewResults = search.ftSearch("reviews-idx", "wireless");

// Combine and process results as needed
```

--------------------------------

### Get Index Information and Statistics

Source: https://redis.github.io/lettuce/user-guide/redis-search

Retrieve statistics like document count and memory usage for a specific index. Also shows how to list all available indexes.

```Java
// Get index information
Map<String, Object> info = search.ftInfo("products-idx");
System.out.println("Index size: " + info.get("num_docs"));
System.out.println("Index memory: " + info.get("inverted_sz_mb") + " MB");

// List all indexes
List<String> indexes = search.ftList();

```

--------------------------------

### Import Lettuce Core Classes

Source: https://redis.github.io/lettuce/getting-started

Import the necessary classes from the Lettuce core library to begin coding.

```java
import io.lettuce.core.*;

```

--------------------------------

### HKEYS Command with List Output

Source: https://redis.github.io/lettuce/advanced-usage/custom-commands

Illustrates creating an `HKEYS` command that returns a list of strings.

```java
StringCodec codec = StringCodec.UTF8;
Command<String, String, List<String>> command = new Command<>(CommandType.HKEYS,
                                    new KeyListOutput<>(codec),
                                    new CommandArgs<>(codec).addKey(key));
```

--------------------------------

### Get Vector Set Information

Source: https://redis.github.io/lettuce/user-guide/vector-sets

Retrieve detailed metadata and graph structure links for a vector set. Useful for understanding the internal state of your vector data.

```java
VectorMetadata metadata = vectorSet.vinfo("points");
System.out.println("Vector set metadata: " + metadata);

List<String> links = vectorSet.vlinks("points", "pt:A");
System.out.println("Graph links for pt:A: " + links);
```

--------------------------------

### Set and Get JSON Attributes for an Element

Source: https://redis.github.io/lettuce/user-guide/vector-sets

Demonstrates how to set JSON-formatted attributes for a vector element, retrieve them, and clear them. Ensure the attribute string is valid JSON.

```java
// Set JSON attributes for an element
String attributes = "{\"category\": \"electronics\", \"price\": 299.99, \"brand\": \"TechCorp\"}";
Boolean attrSet = vectorSet.vsetattr("products", "item:1", attributes);

// Get attributes for an element
String retrievedAttrs = vectorSet.vgetattr("products", "item:1");
System.out.println("Attributes: " + retrievedAttrs);

// Clear all attributes for an element
Boolean cleared = vectorSet.vClearAttributes("products", "item:1");

```

--------------------------------

### Getting the Last Aggregated Value with last

Source: https://redis.github.io/lettuce/user-guide/reactive-api

Append the last() transformation after reduce to obtain the final aggregated result, such as the total count of elements in all Redis sets.

```java
Flux.just("Ben", "Michael", "Mark")
        .flatMap(commands::scard)
        .reduce((sum, current) -> sum + current)
        .last()
        .subscribe(result -> System.out.println("Number of elements in sets: " + result));
```

--------------------------------

### Create Default Client Resources

Source: https://redis.github.io/lettuce/advanced-usage/client-resources

Use the create() factory method on DefaultClientResources to instantiate ClientResources with default settings. This is suitable for most common use cases.

```java
ClientResources res = DefaultClientResources.create();

```

--------------------------------

### Chaining GET Operations Asynchronously

Source: https://redis.github.io/lettuce/user-guide/reactive-api

Loads multiple keys asynchronously using flatMap and subscribes to each value. Demonstrates non-blocking I/O handled by Netty EventLoop.

```java
Flux.just("Ben", "Michael", "Mark").
        flatMap(key -> commands.get(key)).
        subscribe(value -> System.out.println("Got value: " + value));
```

--------------------------------

### Dynamic and Re-entrant Aggregation Pipelines

Source: https://redis.github.io/lettuce/user-guide/redis-search

Demonstrates building aggregation pipelines where operations can be repeated and applied in any order, allowing for dynamic and re-entrant processing of data.

```java
AggregateArgs<String, String> complexPipeline = AggregateArgs.<String, String>builder()
    // First transformation
    .apply("@price * @quantity", "total_value")

    // First filter
    .filter("@total_value > 100")

    // First grouping
    .groupBy(GroupBy.<String, String>of("category")
        .reduce(Reducer.<String, String>sum("@total_value").as("category_revenue")))

    // First sort
    .sortBy("category_revenue", SortDirection.DESC)

    // Second transformation
    .apply("@category_revenue / 1000", "revenue_k")

    // Second filter
    .filter("@revenue_k > 5")

    // Second grouping (re-entrant)
    .groupBy(GroupBy.<String, String>of("revenue_k")
        .reduce(Reducer.<String, String>count().as("high_revenue_categories")))

    // Second sort (re-entrant)
    .sortBy("high_revenue_categories", SortDirection.DESC)

    .build();
```

--------------------------------

### Create RedisURI by setting values directly

Source: https://redis.github.io/lettuce/user-guide/connecting-redis

Instantiate RedisURI by directly providing host, port, timeout, and time unit.

```java
new RedisURI("localhost", 6379, 60, TimeUnit.SECONDS);
```

--------------------------------

### Asynchronous Redis Operations

Source: https://redis.github.io/lettuce

Shows how to use the asynchronous API in Lettuce to perform SET and GET operations. It demonstrates awaiting the completion of multiple Redis futures.

```java
StatefulRedisConnection<String, String> connection = client.connect();
RedisStringAsyncCommands<String, String> async = connection.async();
RedisFuture<String> set = async.set("key", "value");
RedisFuture<String> get = async.get("key");

LettuceFutures.awaitAll(set, get) == true

set.get() == "OK"
get.get() == "value"
```