com.hazelcast.cardinality

Interface CardinalityEstimator

All Superinterfaces:

DistributedObject

All Known Implementing Classes:

ClientCardinalityEstimatorProxy

@Beta
public interface CardinalityEstimator
extends DistributedObject

CardinalityEstimator is a redundant and highly available distributed data-structure used for probabilistic cardinality estimation purposes, on unique items, in significantly sized data cultures.

CardinalityEstimator is internally based on a HyperLogLog++ data-structure, and uses P^2 byte registers for storage and computation. (Default P = 14)

Supports Quorum QuorumConfig since 3.10 in cluster versions 3.10 and higher.

Method Summary

Modifier and Type	Method and Description
void	add(Object obj) Add a new object in the estimation set.
ICompletableFuture<Void>	addAsync(Object obj) Add a new object in the estimation set.
long	estimate() Estimates the cardinality of the aggregation so far.
ICompletableFuture<Long>	estimateAsync() Estimates the cardinality of the aggregation so far.

Methods inherited from interface com.hazelcast.core.DistributedObject

destroy, getName, getPartitionKey, getServiceName

Method Detail

add

void add(Object obj)

Add a new object in the estimation set. This is the method you want to use to feed objects into the estimator.

Objects are considered identical if they are serialized into the same binary blob. In other words: It does not use Java equality.

Parameters:

obj - object to add in the estimation set.

Throws:

NullPointerException - if obj is null

Since:

3.8

estimate

long estimate()

Estimates the cardinality of the aggregation so far. If it was previously estimated and never invalidated, then a cached version is used.

Returns:

a cached estimation or a newly computed one.

Since:

3.8

addAsync

ICompletableFuture<Void> addAsync(Object obj)

Add a new object in the estimation set. This is the method you want to use to feed objects into the estimator.

Objects are considered identical if they are serialized into the same binary blob. In other words: It does not use Java equality.

This method will dispatch a request and return immediately an ICompletableFuture. The operations result can be obtained in a blocking way, or a callback can be provided for execution upon completion, as demonstrated in the following examples:

     ICompletableFuture<Void> future = estimator.addAsync();
     // do something else, then read the result
     Boolean result = future.get(); // this method will block until the result is available
 

     ICompletableFuture<Void> future = estimator.addAsync();
     future.andThen(new ExecutionCallback<Void>() {
          void onResponse(Void response) {
              // do something
          }

          void onFailure(Throwable t) {
              // handle failure
          }
     });
 

Parameters:

obj - object to add in the estimation set.

Returns:

an ICompletableFuture API consumers can use to track execution of this request.

Throws:

NullPointerException - if obj is null

Since:

3.8

estimateAsync

ICompletableFuture<Long> estimateAsync()

Estimates the cardinality of the aggregation so far. If it was previously estimated and never invalidated, then a cached version is used.

This method will dispatch a request and return immediately an ICompletableFuture. The operations result can be obtained in a blocking way, or a callback can be provided for execution upon completion, as demonstrated in the following examples:

     ICompletableFuture<Long> future = estimator.estimateAsync();
     // do something else, then read the result
     Long result = future.get(); // this method will block until the result is available
 

     ICompletableFuture<Long> future = estimator.estimateAsync();
     future.andThen(new ExecutionCallback<Long>() {
          void onResponse(Long response) {
              // do something with the result
          }

          void onFailure(Throwable t) {
              // handle failure
          }
     });
 

Returns:

ICompletableFuture bearing the response, the estimate.

Since:

3.8