## Object holder Java implementation of Redis or Valkey based [RBucket](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RBucket.html) object is a holder for any type of object. Size is limited to 512Mb. Code example: ```java RBucket<AnyObject> bucket = redisson.getBucket("anyObject"); bucket.set(new AnyObject(1)); AnyObject obj = bucket.get(); bucket.trySet(new AnyObject(3)); bucket.compareAndSet(new AnyObject(4), new AnyObject(5)); bucket.getAndSet(new AnyObject(6)); ``` Code example of **[Async](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RBucketAsync.html) interface** usage: ```java RBucket<AnyObject> bucket = redisson.getBucket("anyObject"); RFuture<Void> future = bucket.setAsync(new AnyObject(1)); RFuture<AnyObject> objfuture = bucket.getAsync(); RFuture<Boolean> tsFuture = bucket.trySetAsync(new AnyObject(3)); RFuture<Boolean> csFuture = bucket.compareAndSetAsync(new AnyObject(4), new AnyObject(5)); RFuture<AnyObject> gsFuture = bucket.getAndSetAsync(new AnyObject(6)); ``` Code example of **[Reactive](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RBucketReactive.html) interface** usage: ```java RedissonReactiveClient redisson = redissonClient.reactive(); RBucketReactive<AnyObject> bucket = redisson.getBucket("anyObject"); Mono<Void> mono = bucket.set(new AnyObject(1)); Mono<AnyObject> objMono = bucket.get(); Mono<Boolean> tsMono = bucket.trySet(new AnyObject(3)); Mono<Boolean> csMono = bucket.compareAndSet(new AnyObject(4), new AnyObject(5)); Mono<AnyObject> gsMono = bucket.getAndSet(new AnyObject(6)); ``` Code example of **[RxJava3](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RBucketRx.html) interface** usage: ```java RedissonRxClient redisson = redissonClient.rxJava(); RBucketRx<AnyObject> bucket = redisson.getBucket("anyObject"); Completable rx = bucket.set(new AnyObject(1)); Maybe<AnyObject> objRx = bucket.get(); Single<Boolean> tsRx = bucket.trySet(new AnyObject(3)); Single<Boolean> csRx = bucket.compareAndSet(new AnyObject(4), new AnyObject(5)); Maybe<AnyObject> gsRx = bucket.getAndSet(new AnyObject(6)); ``` <br/> <br/> Use [RBuckets](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RBuckets.html) interface to execute operations over multiple [RBucket](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RBucket.html) objects: Code example: ```java RBuckets buckets = redisson.getBuckets(); // get all bucket values Map<String, V> loadedBuckets = buckets.get("myBucket1", "myBucket2", "myBucket3"); Map<String, Object> map = new HashMap<>(); map.put("myBucket1", new MyObject()); map.put("myBucket2", new MyObject()); // sets all or nothing if some bucket is already exists buckets.trySet(map); // store all at once buckets.set(map); ``` Code example of **[Async](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RBucketsAsync.html) interface** usage: ```java RBuckets buckets = redisson.getBuckets(); // get all bucket values RFuture<Map<String, V>> bucketsFuture = buckets.getAsync("myBucket1", "myBucket2", "myBucket3"); Map<String, Object> map = new HashMap<>(); map.put("myBucket1", new MyObject()); map.put("myBucket2", new MyObject()); // sets all or nothing if some bucket is already exists RFuture<Boolean> tsFuture = buckets.trySetAsync(map); // store all at once RFuture<Void> sFuture = buckets.setAsync(map); ``` Code example of **[Reactive](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RBucketsReactive.html) interface** usage: ```java RedissonReactiveClient redisson = redissonClient.reactive(); RBucketsReactive buckets = redisson.getBuckets(); // get all bucket values Mono<Map<String, V>> bucketsMono = buckets.getAsync("myBucket1", "myBucket2", "myBucket3"); Map<String, Object> map = new HashMap<>(); map.put("myBucket1", new MyObject()); map.put("myBucket2", new MyObject()); // sets all or nothing if some bucket is already exists Mono<Boolean> tsMono = buckets.trySet(map); // store all at once Mono<Void> sMono = buckets.set(map); ``` Code example of **[RxJava](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RBucketsRx.html) interface** usage: ```java RedissonRxClient redisson = redissonClient.rxJava(); RBucketsRx buckets = redisson.getBuckets(); // get all bucket values Single<Map<String, V>> bucketsRx = buckets.get("myBucket1", "myBucket2", "myBucket3"); Map<String, Object> map = new HashMap<>(); map.put("myBucket1", new MyObject()); map.put("myBucket2", new MyObject()); // sets all or nothing if some bucket is already exists Single<Boolean> tsRx = buckets.trySet(map); // store all at once Completable sRx = buckets.set(map); ``` ### Listeners Redisson allows binding listeners per `RBucket` object. This requires the `notify-keyspace-events` setting to be enabled on Redis or Valkey side. |Listener class name|Event description |Redis or Valkey<br/>`notify-keyspace-events` value| |:--:|:--:|:--:| |org.redisson.api.listener.TrackingListener|Data created/updated after read operation| - | |org.redisson.api.listener.SetObjectListener|Data created/updated|E$| |org.redisson.api.ExpiredObjectListener|`RBucket` object expired|Ex| |org.redisson.api.DeletedObjectListener|`RBucket` object deleted|Ex| Usage example: ```java RBucket<String> set = redisson.getBucket("anyObject"); int listenerId = set.addListener(new SetObjectListener() { @Override public void onSet(String name) { // ... } }); int listenerId = set.addListener(new DeletedObjectListener() { @Override public void onDeleted(String name) { // ... } }); // ... set.removeListener(listenerId); ``` ## Binary stream holder Java implementation of Redis or Valkey based [RBinaryStream](https://www.javadoc.io/doc/org.redisson/redisson/latest/org/redisson/api/RBinaryStream.html) object holds sequence of bytes. It extends [RBucket](#object-holder) interface and size is limited to 512Mb. Code example: ```java RBinaryStream stream = redisson.getBinaryStream("anyStream"); byte[] content = ... stream.set(content); stream.getAndSet(content); stream.trySet(content); stream.compareAndSet(oldContent, content); ``` Code example of **[Async](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RBucketAsync.html) interface** usage: ```java RBinaryStream stream = redisson.getBinaryStream("anyStream"); byte[] content = ... RFuture<Void> future = stream.set(content); RFuture<byte[]> future = stream.getAndSet(content); RFuture<Boolean> future = stream.trySet(content); RFuture<Boolean> future = stream.compareAndSet(oldContent, content); ``` Code example of **[Reactive](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RBinaryStreamReactive.html) interface** usage: ```java RedissonReactiveClient redisson = redissonClient.reactive(); RBinaryStreamReactive stream = redisson.getBinaryStream("anyStream"); ByteBuffer content = ... Mono<Void> mono = stream.set(content); Mono<byte[]> mono = stream.getAndSet(content); Mono<Boolean> mono = stream.trySet(content); Mono<Boolean> mono = stream.compareAndSet(oldContent, content); Mono<Integer> mono = stream.write(content); stream.position(0); Mono<Integer> mono = stream.read(b); ``` Code example of **[RxJava3](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RBinaryStreamRx.html) interface** usage: ```java RedissonRxClient redisson = redissonClient.rxJava(); RBinaryStreamRx stream = redisson.getBinaryStream("anyStream"); ByteBuffer content = ... Completable rx = stream.set(content); Maybe<byte[]> rx = stream.getAndSet(content); Single<Boolean> rx = stream.trySet(content); Single<Boolean> rx = stream.compareAndSet(oldContent, content); Single<Integer> rx = stream.write(content); stream.position(0); Single<Integer> rx = stream.read(b); ``` Code example of [java.io.InputStream](https://docs.oracle.com/javase/8/docs/api/java/io/InputStream.html) and [java.io.OutputStream](https://docs.oracle.com/javase/8/docs/api/java/io/OutputStream.html) interfaces usage: ```java RBinaryStream stream = redisson.getBinaryStream("anyStream"); InputStream is = stream.getInputStream(); byte[] readBuffer = ... is.read(readBuffer); OutputStream os = stream.getOuputStream(); byte[] contentToWrite = ... os.write(contentToWrite); ``` Code example of [java.nio.channels.SeekableByteChannel](https://docs.oracle.com/javase/8/docs/api/java/nio/channels/SeekableByteChannel.html) interface usage: ```java RBinaryStream stream = redisson.getBinaryStream("anyStream"); SeekableByteChannel sbc = stream.getChannel(); ByteBuffer readBuffer = ... sbc.read(readBuffer); sbc.position(0); ByteBuffer contentToWrite = ... sbc.write(contentToWrite); sbc.truncate(234); ``` Code example of [java.nio.channels.AsynchronousByteChannel](https://docs.oracle.com/javase/8/docs/api/java/nio/channels/AsynchronousByteChannel.html) interface usage: ```java RBinaryStream stream = redisson.getBinaryStream("anyStream"); AsynchronousByteChannel sbc = stream.getAsynchronousChannel(); ByteBuffer readBuffer = ... sbc.read(readBuffer); ByteBuffer contentToWrite = ... sbc.write(contentToWrite); ``` ### Listeners Redisson allows binding listeners per `RBinaryStream` object. This requires the `notify-keyspace-events` setting to be enabled on Redis or Valkey side. |Listener class name|Event description |Redis or Valkey<br/>`notify-keyspace-events` value| |:--:|:--:|:--:| |org.redisson.api.listener.TrackingListener|Data created/updated after read operation|-| |org.redisson.api.listener.SetObjectListener|Data created/updated|E$| |org.redisson.api.ExpiredObjectListener|`RBinaryStream` object expired|Ex| |org.redisson.api.DeletedObjectListener|`RBinaryStream` object deleted|Ex| Usage example: ```java RBinaryStream stream = redisson.getBinaryStream("anyObject"); int listenerId = set.addListener(new DeletedObjectListener() { @Override public void onDeleted(String name) { // ... } }); // ... set.removeListener(listenerId); ``` ## JSON object holder Java implementation of [RJsonBucket](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RJsonBucket.html) object stores data in JSON format using `JSON.*` commands. JSON data encoding/decoding handled by `JsonCodec` which is a required parameter. Available implementation is `org.redisson.codec.JacksonCodec` which is thread-safe. Use [JSON Store](collections.md/#json-store) for key-value implementation and local cache support. Code example: ```java RJsonBucket<AnyObject> bucket = redisson.getJsonBucket("anyObject", new JacksonCodec<>(AnyObject.class)); bucket.set(new AnyObject(1)); AnyObject obj = bucket.get(); bucket.trySet(new AnyObject(3)); bucket.compareAndSet(new AnyObject(4), new AnyObject(5)); bucket.getAndSet(new AnyObject(6)); List<String> values = bucket.get(new JacksonCodec<>(new TypeReference<List<String>>() {}), "values"); long aa = bucket.arrayAppend("$.obj.values", "t3", "t4"); ``` Code example of **[Async](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RJsonBucketAsync.html) interface** usage: ```java RJsonBucket<AnyObject> bucket = redisson.getJsonBucket("anyObject", new JacksonCodec<>(AnyObject.class)); RFuture<Void> future = bucket.setAsync(new AnyObject(1)); RFuture<AnyObject> objfuture = bucket.getAsync(); RFuture<Boolean> tsFuture = bucket.trySetAsync(new AnyObject(3)); RFuture<Boolean> csFuture = bucket.compareAndSetAsync(new AnyObject(4), new AnyObject(5)); RFuture<AnyObject> gsFuture = bucket.getAndSetAsync(new AnyObject(6)); RFutue<List<String>> gFuture = bucket.getAsync(new JacksonCodec<>(new TypeReference<List<String>>() {}), "obj.values"); RFutue<Long> aaFuture = bucket.arrayAppendAsync("$.obj.values", "t3", "t4"); ``` Code example of **[Reactive](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RJsonBucketReactive.html) interface** usage: ```java RedissonReactiveClient redisson = redissonClient.reactive(); RJsonBucketReactive<AnyObject> bucket = redisson.getJsonBucket("anyObject", new JacksonCodec<>(AnyObject.class)); Mono<Void> mono = bucket.set(new AnyObject(1)); Mono<AnyObject> objMono = bucket.get(); Mono<Boolean> tsMono = bucket.trySet(new AnyObject(3)); Mono<Boolean> csMono = bucket.compareAndSet(new AnyObject(4), new AnyObject(5)); Mono<AnyObject> gsMono = bucket.getAndSet(new AnyObject(6)); Mono<List<String>> vsMono = bucket.get(new JacksonCodec<>(new TypeReference<List<String>>() {}), "values"); Mono<Long> aaMono = bucket.arrayAppend("$.obj.values", "t3", "t4"); ``` Code example of **[RxJava3](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RJsonBucketRx.html) interface** usage: ```java RedissonRxClient redisson = redissonClient.rxJava(); RJsonBucketRx<AnyObject> bucket = redisson.getJsonBucket("anyObject", new JacksonCodec<>(AnyObject.class)); Completable rx = bucket.set(new AnyObject(1)); Maybe<AnyObject> objRx = bucket.get(); Single<Boolean> tsRx = bucket.trySet(new AnyObject(3)); Single<Boolean> csRx = bucket.compareAndSet(new AnyObject(4), new AnyObject(5)); Maybe<AnyObject> gsRx = bucket.getAndSet(new AnyObject(6)); Single<List<String>> valuesRx = bucket.get(new JacksonCodec<>(new TypeReference<List<String>>() {}), "values"); Single<Long> aaRx = bucket.arrayAppend("$.obj.values", "t3", "t4"); ``` ## Geospatial holder Java implementation of Redis or Valkey based [RGeo](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RGeo.html) object is a holder for geospatial items. Code example: ```java RGeo<String> geo = redisson.getGeo("test"); geo.add(new GeoEntry(13.361389, 38.115556, "Palermo"), new GeoEntry(15.087269, 37.502669, "Catania")); Double distance = geo.dist("Palermo", "Catania", GeoUnit.METERS); Map<String, GeoPosition> positions = geo.pos("test2", "Palermo", "test3", "Catania", "test1"); List<String> cities = geo.search(GeoSearchArgs.from(15, 37).radius(200, GeoUnit.KILOMETERS)); Map<String, GeoPosition> citiesWithPositions = geo.searchWithPosition(GeoSearchArgs.from(15, 37).radius(200, GeoUnit.KILOMETERS)); ``` Code example of **[Async](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RGeoAsync.html) interface** usage: ```java RGeo<String> geo = redisson.getGeo("test"); RFuture<Long> addFuture = geo.addAsync(new GeoEntry(13.361389, 38.115556, "Palermo"), new GeoEntry(15.087269, 37.502669, "Catania")); RFuture<Double> distanceFuture = geo.distAsync("Palermo", "Catania", GeoUnit.METERS); RFuture<Map<String, GeoPosition>> positionsFuture = geo.posAsync("test2", "Palermo", "test3", "Catania", "test1"); RFuture<List<String>> citiesFuture = geo.searchAsync(GeoSearchArgs.from(15, 37).radius(200, GeoUnit.KILOMETERS)); RFuture<Map<String, GeoPosition>> citiesWithPositions = geo.searchWithPositionAsync(GeoSearchArgs.from(15, 37).radius(200, GeoUnit.KILOMETERS)); ``` Code example of **[Reactive](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RGeoReactive.html) interface** usage: ```java RedissonReactiveClient redisson = redissonClient.reactive(); RGeoReactive<String> bucket = redisson.getGeo("test"); Mono<Long> addFuture = geo.add(new GeoEntry(13.361389, 38.115556, "Palermo"), new GeoEntry(15.087269, 37.502669, "Catania")); Mono<Double> distanceFuture = geo.dist("Palermo", "Catania", GeoUnit.METERS); Mono<Map<String, GeoPosition>> positionsFuture = geo.pos("test2", "Palermo", "test3", "Catania", "test1"); Mono<List<String>> citiesFuture = geo.search(GeoSearchArgs.from(15, 37).radius(200, GeoUnit.KILOMETERS)); Mono<Map<String, GeoPosition>> citiesWithPositions = geo.searchWithPosition(GeoSearchArgs.from(15, 37).radius(200, GeoUnit.KILOMETERS)); ``` Code example of **[RxJava3](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RGeoRx.html) interface** usage: ```java RedissonRxClient redisson = redissonClient.rxJava(); RGeoRx<String> bucket = redisson.getGeo("test"); Single<Long> addFuture = geo.add(new GeoEntry(13.361389, 38.115556, "Palermo"), new GeoEntry(15.087269, 37.502669, "Catania")); Single<Double> distanceFuture = geo.dist("Palermo", "Catania", GeoUnit.METERS); Single<Map<String, GeoPosition>> positionsFuture = geo.pos("test2", "Palermo", "test3", "Catania", "test1"); Single<List<String>> citiesFuture = geo.search(GeoSearchArgs.from(15, 37).radius(200, GeoUnit.KILOMETERS)); Single<Map<String, GeoPosition>> citiesWithPositions = geo.searchWithPosition(GeoSearchArgs.from(15, 37).radius(200, GeoUnit.KILOMETERS)); ``` ## BitSet Java implementation of Redis or Valkey based [RBitSet](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RBitSet.html) object provides API similar to [java.util.BitSet](https://docs.oracle.com/javase/8/docs/api/java/util/BitSet.html). It represents vector of bits that grows as needed. Size limited to `4 294 967 295` bits. Code example: ```java RBitSet set = redisson.getBitSet("simpleBitset"); set.set(0, true); set.set(1812, false); set.clear(0); set.and("anotherBitset"); set.xor("anotherBitset"); ``` Code example of **[Async](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RBitSetAsync.html) interface** usage: ```java RBitSetAsync set = redisson.getBitSet("simpleBitset"); RFuture<Boolean> setFuture = set.setAsync(0, true); RFuture<Boolean> setFuture = set.setAsync(1812, false); RFuture<Void> clearFuture = set.clearAsync(0); RFuture<Void> andFuture = set.andAsync("anotherBitset); RFuture<Void> xorFuture = set.xorAsync("anotherBitset"); ``` Code example of **[Reactive](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RBitSetReactive.html) interface** usage: ```java RedissonReactiveClient redisson = redissonClient.reactive(); RBitSetReactive stream = redisson.getBitSet("simpleBitset"); Mono<Boolean> setMono = set.set(0, true); Mono<Boolean> setMono = set.set(1812, false); Mono<Void> clearMono = set.clear(0); Mono<Void> andMono = set.and("anotherBitset); Mono<Void> xorMono = set.xor("anotherBitset"); ``` Code example of **[RxJava3](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RBitSetRx.html) interface** usage: ```java RedissonRxClient redisson = redissonClient.rxJava(); RBitSetRx stream = redisson.getBitSet("simpleBitset"); Single<Boolean> setRx = set.set(0, true); Single<Boolean> setRx = set.set(1812, false); Completable clearRx = set.clear(0); Completable andRx = set.and("anotherBitset); Completable xorRx = set.xor("anotherBitset"); ``` ### Data partitioning Although 'RBitSet' object is cluster compatible its content isn't scaled across multiple master nodes. BitSet data partitioning available only in cluster mode and implemented by separate `RClusteredBitSet` object. It uses distributed implementation of roaring bitmap structure. Size is limited by whole Cluster memory. More details about partitioning [here](data-partitioning.md). Below is the list of all available BitSet implementations: |RedissonClient <br/> method name | Data partitioning <br/> support | Ultra-fast read/write | | ------------- | :----------:| :----------:| |getBitSet()<br/><sub><i>open-source version</i></sub> | ❌ | ❌ | |getBitSet()<br/><sub><i>[Redisson PRO](https://redisson.pro) version</i></sub> | ❌ | ✔️ | |getClusteredBitSet()<br/><sub><i>available only in [Redisson PRO](https://redisson.pro)</i></sub> | ✔️ | ✔️ | Code example: ```java RClusteredBitSet set = redisson.getClusteredBitSet("simpleBitset"); set.set(0, true); set.set(1812, false); set.clear(0); set.addAsync("e"); set.xor("anotherBitset"); ``` ## Bloom filter Redis or Valkey based distributed [RBloomFilter](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RBloomFilter.html) bloom filter for Java. Number of contained bits is limited to `2^32` with [data partitioning](data-partitioning.md) to `2^63` Must be initialized with capacity size by `tryInit(expectedInsertions, falseProbability)` method before usage. ```java RBloomFilter<SomeObject> bloomFilter = redisson.getBloomFilter("sample"); // initialize bloom filter with // expectedInsertions = 55000000 // falseProbability = 0.03 bloomFilter.tryInit(55000000L, 0.03); bloomFilter.add(new SomeObject("field1Value", "field2Value")); bloomFilter.add(new SomeObject("field5Value", "field8Value")); bloomFilter.contains(new SomeObject("field1Value", "field8Value")); bloomFilter.count(); ``` ### Data partitioning _This feature available only in [Redisson PRO](https://redisson.pro) edition._ Although 'RBloomFilter' object is cluster compatible its content isn't scaled across multiple master nodes. Bloom Filter data partitioning support available only in cluster mode and implemented by separate `RClusteredBloomFilter` object. This implementation uses more efficient distributed memory allocation algorithm. It allows to "shrink" memory space consumed by unused bits across all Redis or Valkey nodes. State of each instance is partitioned across all nodes in Redis or Valkey cluster. Number of contained bits is limited to `2^63`. More details about partitioning [here](data-partitioning.md). Below is the list of all available BloomFilter implementations: |RedissonClient <br/> method name | Data partitioning <br/> support | Ultra-fast read/write | Bits amount limit | | ------------- | :----------:| :----------:| :----------:| |getBloomFilter()<br/><sub><i>open-source version</i></sub> | ❌ | ❌ | 2^32 | |getBloomFilter()<br/><sub><i>[Redisson PRO](https://redisson.pro) version</i></sub> | ❌ | ✔️ | 2^32 | |getClusteredBloomFilter()<br/><sub><i>available only in [Redisson PRO](https://redisson.pro)</i></sub> | ✔️ | ✔️ | **2^63** | ```java RClusteredBloomFilter<SomeObject> bloomFilter = redisson.getClusteredBloomFilter("sample"); // initialize bloom filter with // expectedInsertions = 255000000 // falseProbability = 0.03 bloomFilter.tryInit(255000000L, 0.03); bloomFilter.add(new SomeObject("field1Value", "field2Value")); bloomFilter.add(new SomeObject("field5Value", "field8Value")); bloomFilter.contains(new SomeObject("field1Value", "field8Value")); ``` ## HyperLogLog Redis or Valkey based distributed [RHyperLogLog](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RHyperLogLog.html) object for Java. Probabilistic data structure that lets you maintain counts of millions of items with extreme space efficiency. It has [Async](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RHyperLogLogAsync.html), [Reactive](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RHyperLogLogReactive.html) and [RxJava3](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RHyperLogLogRx.html) interfaces. ```java RHyperLogLog<Integer> log = redisson.getHyperLogLog("log"); log.add(1); log.add(2); log.add(3); log.count(); ``` ## RateLimiter Redis or Valkey based distributed [RateLimiter](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RRateLimiter.html) object for Java restricts the total rate of calls either from all threads regardless of Redisson instance or from all threads working with the same Redisson instance. Doesn't guarantee fairness. Code example: ```java RRateLimiter limiter = redisson.getRateLimiter("myLimiter"); // Initialization required only once. // 5 permits per 2 seconds limiter.trySetRate(RateType.OVERALL, 5, 2, RateIntervalUnit.SECONDS); // acquire 3 permits or block until they became available limiter.acquire(3); ``` Code example of **[Async](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RRateLimiterAsync.html) interface** usage: ```java RRateLimiter limiter = redisson.getRateLimiter("myLimiter"); // Initialization required only once. // 5 permits per 2 seconds RFuture<Boolean> setRateFuture = limiter.trySetRate(RateType.OVERALL, 5, 2, RateIntervalUnit.SECONDS); // acquire 3 permits or block until they became available RFuture<Void> aquireFuture = limiter.acquire(3); ``` Code example of **[Reactive](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RRateLimiterReactive.html) interface** usage: ```java RedissonReactiveClient redisson = redissonClient.reactive(); RRateLimiterReactive limiter = redisson.getRateLimiter("myLimiter"); // Initialization required only once. // 5 permits per 2 seconds Mono<Boolean> setRateMono = limiter.trySetRate(RateType.OVERALL, 5, 2, RateIntervalUnit.SECONDS); // acquire 3 permits or block until they became available Mono<Void> aquireMono = limiter.acquire(3); ``` Code example of **[RxJava3](https://static.javadoc.io/org.redisson/redisson/latest/org/redisson/api/RRateLimiterRx.html) interface** usage: ```java RedissonRxClient redisson = redissonClient.rxJava(); RRateLimiterRx limiter = redisson.getRateLimiter("anyObject"); // Initialization required only once. // 5 permits per 2 seconds Single<Boolean> setRateRx = limiter.trySetRate(RateType.OVERALL, 5, 2, RateIntervalUnit.SECONDS); // acquire 3 permits or block until they became available Completable aquireRx = limiter.acquire(3); ```