org.apache.lucene.search.suggest.analyzing

## Class FuzzySuggester

- java.lang.Object
- - org.apache.lucene.search.suggest.Lookup
  - - org.apache.lucene.search.suggest.analyzing.AnalyzingSuggester
    - - org.apache.lucene.search.suggest.analyzing.FuzzySuggester

- All Implemented Interfaces:
    Accountable

      public final class FuzzySuggester
      extends AnalyzingSuggester

  Implements a fuzzy `AnalyzingSuggester`. The similarity measurement is based on the Damerau-Levenshtein (optimal string alignment) algorithm, though you can explicitly choose classic Levenshtein by passing `false` for the `transpositions` parameter.

  At most, this query will match terms up to 2 edits. Higher distances are not supported. Note that the fuzzy distance is measured in "byte space" on the bytes returned by the `TokenStream`'s `TermToBytesRefAttribute`, usually UTF8. By default the analyzed bytes must be at least 3 `DEFAULT_MIN_FUZZY_LENGTH` bytes before any edits are considered. Furthermore, the first 1 `DEFAULT_NON_FUZZY_PREFIX` byte is not allowed to be edited. We allow up to 1 (@link #DEFAULT_MAX_EDITS} edit. If `unicodeAware` parameter in the constructor is set to true, maxEdits, minFuzzyLength, transpositions and nonFuzzyPrefix are measured in Unicode code points (actual letters) instead of bytes.

  NOTE: This suggester does not boost suggestions that required no edits over suggestions that did require edits. This is a known limitation.

  Note: complex query analyzers can have a significant impact on the lookup performance. It's recommended to not use analyzers that drop or inject terms like synonyms to keep the complexity of the prefix intersection low for good lookup performance. At index time, complex analyzers can safely be used.

  WARNING: This API is experimental and might change in incompatible ways in the next release.

- - ### Nested Class Summary

    - ### Nested classes/interfaces inherited from class org.apache.lucene.search.suggest.Lookup

      `Lookup.LookupPriorityQueue, Lookup.LookupResult`

  - ### Field Summary

    Fields
    Modifier and Type | Field and Description
    --- | ---
    `static int` | `DEFAULT_MAX_EDITS` The default maximum number of edits for fuzzy suggestions.
    `static int` | `DEFAULT_MIN_FUZZY_LENGTH` The default minimum length of the key passed to `AnalyzingSuggester.lookup(java.lang.CharSequence, java.util.Set<org.apache.lucene.util.BytesRef>, boolean, int)` before any edits are allowed.
    `static int` | `DEFAULT_NON_FUZZY_PREFIX` The default prefix length where edits are not allowed.
    `static boolean` | `DEFAULT_TRANSPOSITIONS` The default transposition value passed to `LevenshteinAutomata`
    `static boolean` | `DEFAULT_UNICODE_AWARE` Measure maxEdits, minFuzzyLength, transpositions and nonFuzzyPrefix parameters in Unicode code points (actual letters) instead of bytes.

    - ### Fields inherited from class org.apache.lucene.search.suggest.analyzing.AnalyzingSuggester

      `EXACT_FIRST, PRESERVE_SEP`

    - ### Fields inherited from class org.apache.lucene.search.suggest.Lookup

      `CHARSEQUENCE_COMPARATOR`

  - ### Constructor Summary

    Constructors
    Constructor and Description
    `FuzzySuggester(Directory tempDir, String tempFileNamePrefix, Analyzer analyzer)` Creates a `FuzzySuggester` instance initialized with default values.
    `FuzzySuggester(Directory tempDir, String tempFileNamePrefix, Analyzer indexAnalyzer, Analyzer queryAnalyzer)` Creates a `FuzzySuggester` instance with an index and query analyzer initialized with default values.
    `FuzzySuggester(Directory tempDir, String tempFileNamePrefix, Analyzer indexAnalyzer, Analyzer queryAnalyzer, int options, int maxSurfaceFormsPerAnalyzedForm, int maxGraphExpansions, boolean preservePositionIncrements, int maxEdits, boolean transpositions, int nonFuzzyPrefix, int minFuzzyLength, boolean unicodeAware)` Creates a `FuzzySuggester` instance.

  - ### Method Summary

    All Methods Instance Methods Concrete Methods
    Modifier and Type | Method and Description
    --- | ---
    `protected Automaton` | `convertAutomaton(Automaton a)` Used by subclass to change the lookup automaton, if necessary.
    `protected List<FSTUtil.Path<PairOutputs.Pair<Long,BytesRef>>>` | `getFullPrefixPaths(List<FSTUtil.Path<PairOutputs.Pair<Long,BytesRef>>> prefixPaths, Automaton lookupAutomaton, FST<PairOutputs.Pair<Long,BytesRef>> fst)` Returns all prefix paths to initialize the search.

    - ### Methods inherited from class org.apache.lucene.search.suggest.analyzing.AnalyzingSuggester

      `build, get, getChildResources, getCount, load, lookup, ramBytesUsed, store`

    - ### Methods inherited from class org.apache.lucene.search.suggest.Lookup

      `build, load, lookup, lookup, store`

    - ### Methods inherited from class java.lang.Object

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

- - ### Field Detail

    - #### DEFAULT_UNICODE_AWARE

          public static final boolean DEFAULT_UNICODE_AWARE

      Measure maxEdits, minFuzzyLength, transpositions and nonFuzzyPrefix parameters in Unicode code points (actual letters) instead of bytes.
      See Also:
        Constant Field Values

    - #### DEFAULT_MIN_FUZZY_LENGTH

          public static final int DEFAULT_MIN_FUZZY_LENGTH

      The default minimum length of the key passed to `AnalyzingSuggester.lookup(java.lang.CharSequence, java.util.Set<org.apache.lucene.util.BytesRef>, boolean, int)` before any edits are allowed.
      See Also:
        Constant Field Values

    - #### DEFAULT_NON_FUZZY_PREFIX

          public static final int DEFAULT_NON_FUZZY_PREFIX

      The default prefix length where edits are not allowed.
      See Also:
        Constant Field Values

    - #### DEFAULT_MAX_EDITS

          public static final int DEFAULT_MAX_EDITS

      The default maximum number of edits for fuzzy suggestions.
      See Also:
        Constant Field Values

    - #### DEFAULT_TRANSPOSITIONS

          public static final boolean DEFAULT_TRANSPOSITIONS

      The default transposition value passed to `LevenshteinAutomata`
      See Also:
        Constant Field Values

  - ### Constructor Detail

    - #### FuzzySuggester

          public FuzzySuggester(Directory tempDir,
                                String tempFileNamePrefix,
                                Analyzer analyzer)

      Creates a `FuzzySuggester` instance initialized with default values.
      Parameters:
        `analyzer` - the analyzer used for this suggester

    - #### FuzzySuggester

          public FuzzySuggester(Directory tempDir,
                                String tempFileNamePrefix,
                                Analyzer indexAnalyzer,
                                Analyzer queryAnalyzer)

      Creates a `FuzzySuggester` instance with an index and query analyzer initialized with default values.
      Parameters:
        `indexAnalyzer` - Analyzer that will be used for analyzing suggestions while building the index.
        `queryAnalyzer` - Analyzer that will be used for analyzing query text during lookup

    - #### FuzzySuggester

          public FuzzySuggester(Directory tempDir,
                                String tempFileNamePrefix,
                                Analyzer indexAnalyzer,
                                Analyzer queryAnalyzer,
                                int options,
                                int maxSurfaceFormsPerAnalyzedForm,
                                int maxGraphExpansions,
                                boolean preservePositionIncrements,
                                int maxEdits,
                                boolean transpositions,
                                int nonFuzzyPrefix,
                                int minFuzzyLength,
                                boolean unicodeAware)

      Creates a `FuzzySuggester` instance.
      Parameters:
        `indexAnalyzer` - Analyzer that will be used for analyzing suggestions while building the index.
        `queryAnalyzer` - Analyzer that will be used for analyzing query text during lookup
        `options` - see `AnalyzingSuggester.EXACT_FIRST`, `AnalyzingSuggester.PRESERVE_SEP`
        `maxSurfaceFormsPerAnalyzedForm` - Maximum number of surface forms to keep for a single analyzed form. When there are too many surface forms we discard the lowest weighted ones.
        `maxGraphExpansions` - Maximum number of graph paths to expand from the analyzed form. Set this to -1 for no limit.
        `preservePositionIncrements` - Whether position holes should appear in the automaton
        `maxEdits` - must be >= 0 and <= `LevenshteinAutomata.MAXIMUM_SUPPORTED_DISTANCE` .
        `transpositions` - `true` if transpositions should be treated as a primitive edit operation. If this is false, comparisons will implement the classic Levenshtein algorithm.
        `nonFuzzyPrefix` - length of common (non-fuzzy) prefix (see default `DEFAULT_NON_FUZZY_PREFIX`
        `minFuzzyLength` - minimum length of lookup key before any edits are allowed (see default `DEFAULT_MIN_FUZZY_LENGTH`)
        `unicodeAware` - operate Unicode code points instead of bytes.

  - ### Method Detail

    - #### getFullPrefixPaths

          protected List<FSTUtil.Path<PairOutputs.Pair<Long,BytesRef>>> getFullPrefixPaths(List<FSTUtil.Path<PairOutputs.Pair<Long,BytesRef>>> prefixPaths,
                                                                                           Automaton lookupAutomaton,
                                                                                           FST<PairOutputs.Pair<Long,BytesRef>> fst)
                                                                                    throws IOException

      Description copied from class: `AnalyzingSuggester`
      Returns all prefix paths to initialize the search.
      Overrides:
        `getFullPrefixPaths` in class `AnalyzingSuggester`
      Throws:
        `IOException`

    - #### convertAutomaton

          protected Automaton convertAutomaton(Automaton a)

      Description copied from class: `AnalyzingSuggester`
      Used by subclass to change the lookup automaton, if necessary.
      Overrides:
        `convertAutomaton` in class `AnalyzingSuggester`

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