org.apache.accumulo.core.bloomfilter

Class BloomFilter

java.lang.Object

org.apache.accumulo.core.bloomfilter.Filter

org.apache.accumulo.core.bloomfilter.BloomFilter

All Implemented Interfaces:

org.apache.hadoop.io.Writable

public class BloomFilter
extends Filter

Implements a Bloom filter, as defined by Bloom in 1970.

The Bloom filter is a data structure that was introduced in 1970 and that has been adopted by the networking research community in the past decade thanks to the bandwidth efficiencies that it offers for the transmission of set membership information between networked hosts. A sender encodes the information into a bit vector, the Bloom filter, that is more compact than a conventional representation. Computation and space costs for construction are linear in the number of elements. The receiver uses the filter to test whether various elements are members of the set. Though the filter will occasionally return a false positive, it will never return a false negative. When creating the filter, the sender can choose its desired point in a trade-off between the false positive rate and the size.

Originally created by European Commission One-Lab Project 034819.

See Also:

The general behavior of a filter, Space/Time Trade-Offs in Hash Coding with Allowable Errors

Field Summary

Fields inherited from class org.apache.accumulo.core.bloomfilter.Filter

hash, hashType, nbHash, vectorSize

Constructor Summary

Constructors

Constructor and Description
BloomFilter() Default constructor - use with readFields
BloomFilter(int vectorSize, int nbHash, int hashType) Constructor

Method Summary

Methods

Modifier and Type	Method and Description
boolean	add(org.apache.hadoop.util.bloom.Key key) Adds a key to this filter.
void	and(Filter filter) Peforms a logical AND between this filter and a specified filter.
int	getVectorSize()
boolean	membershipTest(org.apache.hadoop.util.bloom.Key key) Determines whether a specified key belongs to this filter.
void	not() Performs a logical NOT on this filter.
void	or(Filter filter) Peforms a logical OR between this filter and a specified filter.
void	readFields(DataInput in)
String	toString()
void	write(DataOutput out)
void	xor(Filter filter) Peforms a logical XOR between this filter and a specified filter.

Methods inherited from class org.apache.accumulo.core.bloomfilter.Filter

add, add, add, getSerialVersion, getVersion

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Constructor Detail

BloomFilter

public BloomFilter()

Default constructor - use with readFields

BloomFilter

public BloomFilter(int vectorSize,
           int nbHash,
           int hashType)

Constructor

Parameters:

vectorSize - The vector size of this filter.

nbHash - The number of hash function to consider.

hashType - type of the hashing function (see Hash).

Method Detail

add

public boolean add(org.apache.hadoop.util.bloom.Key key)

Description copied from class: Filter

Adds a key to this filter.

Specified by:

add in class Filter

Parameters:

key - The key to add.

Returns:

true if the key was added, false otherwise.

and

public void and(Filter filter)

Description copied from class: Filter

Peforms a logical AND between this filter and a specified filter.

Invariant: The result is assigned to this filter.

Specified by:

and in class Filter

Parameters:

filter - The filter to AND with.

membershipTest

public boolean membershipTest(org.apache.hadoop.util.bloom.Key key)

Description copied from class: Filter

Determines whether a specified key belongs to this filter.

Specified by:

membershipTest in class Filter

Parameters:

key - The key to test.

Returns:

boolean True if the specified key belongs to this filter. False otherwise.

not

public void not()

Description copied from class: Filter

Performs a logical NOT on this filter.

The result is assigned to this filter.

Specified by:

not in class Filter

or

public void or(Filter filter)

Description copied from class: Filter

Peforms a logical OR between this filter and a specified filter.

Invariant: The result is assigned to this filter.

Specified by:

or in class Filter

Parameters:

filter - The filter to OR with.

xor

public void xor(Filter filter)

Description copied from class: Filter

Peforms a logical XOR between this filter and a specified filter.

Invariant: The result is assigned to this filter.

Specified by:

xor in class Filter

Parameters:

filter - The filter to XOR with.

toString

public String toString()

Overrides:

toString in class Object

getVectorSize

public int getVectorSize()

Returns:

size of the the bloomfilter

write

public void write(DataOutput out)
           throws IOException

Specified by:

write in interface org.apache.hadoop.io.Writable

Overrides:

write in class Filter

Throws:

IOException

readFields

public void readFields(DataInput in)
                throws IOException

Specified by:

readFields in interface org.apache.hadoop.io.Writable

Overrides:

readFields in class Filter

Throws:

IOException