Package com.azure.search.documents.indexes.models

Class VectorSearchCompressionKind

java.lang.Object

com.azure.core.util.ExpandableStringEnum<VectorSearchCompressionKind>

com.azure.search.documents.indexes.models.VectorSearchCompressionKind

All Implemented Interfaces:

com.azure.core.util.ExpandableEnum<String>

public final class VectorSearchCompressionKind
extends com.azure.core.util.ExpandableStringEnum<VectorSearchCompressionKind>

The compression method used for indexing and querying.

Field Summary

Fields

Modifier and Type	Field	Description
static final VectorSearchCompressionKind	BINARY_QUANTIZATION	Binary Quantization, a type of compression method.
static final VectorSearchCompressionKind	SCALAR_QUANTIZATION	Scalar Quantization, a type of compression method.

Constructor Summary

Constructors

Constructor	Description
VectorSearchCompressionKind()	Deprecated. Use the fromString(String) factory method.

Method Summary

Modifier and Type	Method	Description
static VectorSearchCompressionKind	fromString(String name)	Creates or finds a VectorSearchCompressionKind from its string representation.
static Collection<VectorSearchCompressionKind>	values()	Gets known VectorSearchCompressionKind values.

Methods inherited from class com.azure.core.util.ExpandableStringEnum

equals, fromString, getValue, hashCode, toString, values

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Field Details

SCALAR_QUANTIZATION

public static final VectorSearchCompressionKind SCALAR_QUANTIZATION

Scalar Quantization, a type of compression method. In scalar quantization, the original vectors values are compressed to a narrower type by discretizing and representing each component of a vector using a reduced set of quantized values, thereby reducing the overall data size.

BINARY_QUANTIZATION

public static final VectorSearchCompressionKind BINARY_QUANTIZATION

Binary Quantization, a type of compression method. In binary quantization, the original vectors values are compressed to the narrower binary type by discretizing and representing each component of a vector using binary values, thereby reducing the overall data size.

Constructor Details

VectorSearchCompressionKind

@Deprecated
public VectorSearchCompressionKind()

Deprecated.

Use the fromString(String) factory method.

Creates a new instance of VectorSearchCompressionKind value.

Method Details

fromString

public static VectorSearchCompressionKind fromString(String name)

Creates or finds a VectorSearchCompressionKind from its string representation.

Parameters:

name - a name to look for.

Returns:

the corresponding VectorSearchCompressionKind.

values

public static Collection<VectorSearchCompressionKind> values()

Gets known VectorSearchCompressionKind values.

Returns:

known VectorSearchCompressionKind values.