V
- Object type to indexpublic class InMemoryLSHIndex<V> extends Object implements IndexFactory<V,InMemoryLSHIndex.Instance>
Modifier and Type | Class and Description |
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class |
InMemoryLSHIndex.Instance
Instance of a LSH index for a single relation.
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static class |
InMemoryLSHIndex.Parameterizer<V>
Parameterization class.
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Modifier and Type | Field and Description |
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(package private) LocalitySensitiveHashFunctionFamily<? super V> |
family
LSH hash function family to use.
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(package private) int |
l
Number of hash functions for each table.
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private static Logging |
LOG
Class logger
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(package private) int |
numberOfBuckets
Number of buckets to use.
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Constructor and Description |
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InMemoryLSHIndex(LocalitySensitiveHashFunctionFamily<? super V> family,
int l,
int numberOfBuckets)
Constructor.
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Modifier and Type | Method and Description |
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TypeInformation |
getInputTypeRestriction()
Get the input type restriction used for negotiating the data query.
|
InMemoryLSHIndex.Instance |
instantiate(Relation<V> relation)
Sets the database in the distance function of this index (if existing).
|
private static final Logging LOG
LocalitySensitiveHashFunctionFamily<? super V> family
int l
int numberOfBuckets
public InMemoryLSHIndex(LocalitySensitiveHashFunctionFamily<? super V> family, int l, int numberOfBuckets)
family
- Projection familyl
- Number of hash tables to usenumberOfBuckets
- Number of buckets to use.public InMemoryLSHIndex.Instance instantiate(Relation<V> relation)
IndexFactory
instantiate
in interface IndexFactory<V,InMemoryLSHIndex.Instance>
relation
- the relation to indexpublic TypeInformation getInputTypeRestriction()
IndexFactory
getInputTypeRestriction
in interface IndexFactory<V,InMemoryLSHIndex.Instance>