org.apache.lucene.document (Lucene 10.5.1 core API)
Description: declaration: package: org.apache.lucene.document

# Package org.apache.lucene.document

package org.apache.lucene.document
The logical representation of a `Document` for indexing and searching.

The document package provides the user level logical representation of content to be indexed and searched. The package also provides utilities for working with `Document`s and `IndexableField`s.

## Document and IndexableField

A `Document` is a collection of `IndexableField`s. A `IndexableField` is a logical representation of a user's content that needs to be indexed or stored. `IndexableField`s have a number of properties that tell Lucene how to treat the content (like indexed, tokenized, stored, etc.) See the `Field` implementation of `IndexableField` for specifics on these properties.

Note: it is common to refer to `Document`s having `Field`s, even though technically they have `IndexableField`s.

## Working with Documents

First and foremost, a `Document` is something created by the user application. It is your job to create Documents based on the content of the files you are working with in your application (Word, txt, PDF, Excel or any other format.) How this is done is completely up to you. That being said, there are many tools available in other projects that can make the process of taking a file and converting it into a Lucene `Document`.

## How to index ...

### Strings

`TextField` allows indexing tokens from a String so that one can perform full-text search on it. The way that the input is tokenized depends on the `Analyzer` that is configured on the `IndexWriterConfig`. TextField can also be optionally stored.

`KeywordField` indexes whole values as a single term so that one can perform exact search on it. It also records doc values to enable sorting or faceting on this field. Finally, it also supports optionally storing the value.

If faceting or sorting are not required, `StringField` is a variant of `KeywordField` that does not index doc values.

### Numbers

If a numeric field represents an identifier rather than a quantity and is more commonly searched on single values than on ranges of values, it is generally recommended to index its string representation via `KeywordField` (or `StringField` if doc values are not necessary).

`LongField`, `IntField`, `DoubleField` and `FloatField` index values in a points index for efficient range queries, and also create doc-values for these fields for efficient sorting and faceting.

If the field is aimed at being used to tune the score, `FeatureField` helps internally store numeric data as term frequencies in a way that makes it efficient to influence scoring at search time.

### Other types of structured data

It is recommended to index dates as a `LongField` that stores the number of milliseconds since Epoch.

IP fields can be indexed via `InetAddressPoint` in addition to a `SortedDocValuesField` (if the field is single-valued) or `SortedSetDocValuesField` that stores the result of `InetAddressPoint.encode(java.net.InetAddress)`.

### Dense numeric vectors

Dense numeric vectors can be indexed with `KnnFloatVectorField` if its dimensions are floating-point numbers or `KnnByteVectorField` if its dimensions are bytes. This allows searching for nearest neighbors at search time.

### Sparse numeric vectors

To perform nearest-neighbor search on sparse vectors rather than dense vectors, each dimension of the sparse vector should be indexed as a `FeatureField`. Queries can then be constructed as a `BooleanQuery` with `linear queries` as `BooleanClause.Occur.SHOULD` clauses.

- Related Packages
  Package
  Description
  org.apache.lucene.document.column
  Column-oriented batch indexing API.
- Class
  Description
  BinaryDocValuesField
  Field that stores a per-document `BytesRef` value.
  BinaryPoint
  An indexed binary field for fast range filters.
  BinaryRangeDocValues
  A binary representation of a range that wraps a BinaryDocValues field
  DateTools
  Provides support for converting dates to strings and vice-versa.
  DateTools.Resolution
  Specifies the time granularity.
  Document
  Documents are the unit of indexing and search.
  DocumentStoredFieldVisitor
  A `StoredFieldVisitor` that creates a `Document` from stored fields.
  DoubleDocValuesField
  Syntactic sugar for encoding doubles as NumericDocValues via `Double.doubleToRawLongBits(double)`.
  DoubleField
  Field that stores a per-document `double` value for scoring, sorting or value retrieval and index the field for fast range filters.
  DoublePoint
  An indexed `double` field for fast range filters.
  DoubleRange
  An indexed Double Range field.
  DoubleRangeDocValuesField
  DocValues field for DoubleRange.
  FeatureField
  `Field` that can be used to store static scoring factors into documents.
  Field
  Expert: directly create a field for a document.
  Field.Store
  Specifies whether and how a field should be stored.
  FieldType
  Describes the properties of a field.
  FloatDocValuesField
  Syntactic sugar for encoding floats as NumericDocValues via `Float.floatToRawIntBits(float)`.
  FloatField
  Field that stores a per-document `float` value for scoring, sorting or value retrieval and index the field for fast range filters.
  FloatPoint
  An indexed `float` field for fast range filters.
  FloatRange
  An indexed Float Range field.
  FloatRangeDocValuesField
  DocValues field for FloatRange.
  InetAddressPoint
  An indexed 128-bit `InetAddress` field.
  InetAddressRange
  An indexed InetAddress Range Field
  IntField
  Field that stores a per-document `int` value for scoring, sorting or value retrieval and index the field for fast range filters.
  IntPoint
  An indexed `int` field for fast range filters.
  IntRange
  An indexed Integer Range field.
  IntRangeDocValuesField
  DocValues field for IntRange.
  InvertableType
  Describes how an `IndexableField` should be inverted for indexing terms and postings.
  KeywordField
  Field that indexes a per-document String or `BytesRef` into an inverted index for fast filtering, stores values in a columnar fashion using `DocValuesType.SORTED_SET` doc values for sorting and faceting, and optionally stores values as stored fields for top-hits retrieval.
  KnnByteVectorField
  A field that contains a single byte numeric vector (or none) for each document.
  KnnFloatVectorField
  A field that contains a single floating-point numeric vector (or none) for each document.
  LateInteractionField
  A field for storing multi-vector values for late interaction models.
  LatLonDocValuesField
  An per-document location field.
  LatLonPoint
  An indexed location field.
  LatLonShape
  An geo shape utility class for indexing and searching gis geometries whose vertices are latitude, longitude values (in decimal degrees).
  LatLonShapeDocValues
  A concrete implementation of `ShapeDocValues` for storing binary doc value representation of `LatLonShape` geometries in a `LatLonShapeDocValuesField`
  LatLonShapeDocValuesField
  Concrete implementation of a `ShapeDocValuesField` for geographic geometries.
  LongField
  Field that stores a per-document `long` value for scoring, sorting or value retrieval and index the field for fast range filters.
  LongPoint
  An indexed `long` field for fast range filters.
  LongRange
  An indexed Long Range field.
  LongRangeDocValuesField
  DocValues field for LongRange.
  NumericDocValuesField
  Field that stores a per-document `long` value for scoring, sorting or value retrieval.
  RangeFieldQuery
  Query class for searching `RangeField` types by a defined `PointValues.Relation`.
  RangeFieldQuery.QueryType
  Used by `RangeFieldQuery` to check how each internal or leaf node relates to the query.
  ShapeDocValuesField
  A doc values field for `LatLonShape` and `XYShape` that uses `ShapeDocValues` as the underlying binary doc value format.
  ShapeField
  A base shape utility class used for both LatLon (spherical) and XY (cartesian) shape fields.
  ShapeField.DecodedTriangle
  Represents a encoded triangle using `ShapeField.decodeTriangle(byte[], DecodedTriangle)`.
  ShapeField.DecodedTriangle.TYPE
  type of triangle
  ShapeField.QueryRelation
  Query Relation Types *
  ShapeField.Triangle
  polygons are decomposed into tessellated triangles using `Tessellator` these triangles are encoded and inserted as separate indexed POINT fields
  SortedDocValuesField
  Field that stores a per-document `BytesRef` value, indexed for sorting.
  SortedNumericDocValuesField
  Field that stores a per-document `long` values for scoring, sorting or value retrieval.
  SortedSetDocValuesField
  Field that stores a set of per-document `BytesRef` values, indexed for faceting,grouping,joining.
  StoredField
  A field whose value is stored so that `IndexSearcher.storedFields()` and `IndexReader.storedFields()` will return the field and its value.
  StoredValue
  Abstraction around a stored value.
  StoredValue.Type
  Type of a `StoredValue`.
  StringField
  A field that is indexed but not tokenized: the entire String value is indexed as a single token.
  TextField
  A field that is indexed and tokenized, without term vectors.
  XYDocValuesField
  An per-document location field.
  XYDocValuesPointInGeometryQuery
  XYGeometry query for `XYDocValuesField`.
  XYPointField
  An indexed XY position field.
  XYShape
  A cartesian shape utility class for indexing and searching geometries whose vertices are unitless x, y values.
  XYShapeDocValues
  A concrete implementation of `ShapeDocValues` for storing binary doc value representation of `XYShape` geometries in a `XYShapeDocValuesField`
  XYShapeDocValuesField
  Concrete implementation of a `ShapeDocValuesField` for cartesian geometries.