/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
using System;
using System.Collections.Generic;
using System.Linq;
using Lucene.Net.Index;
using Lucene.Net.Support;
using Lucene.Net.Util;
using IndexReader = Lucene.Net.Index.IndexReader;
using Single = Lucene.Net.Support.Single;
using Term = Lucene.Net.Index.Term;
using ToStringUtils = Lucene.Net.Util.ToStringUtils;
namespace Lucene.Net.Search
{
/// Implements the fuzzy search query. The similarity measurement
/// is based on the Levenshtein (edit distance) algorithm.
///
/// Warning: this query is not very scalable with its default prefix
/// length of 0 - in this case, *every* term will be enumerated and
/// cause an edit score calculation.
///
///
[Serializable]
public class FuzzyQuery : MultiTermQuery
{
public const float defaultMinSimilarity = 0.5f;
public const int defaultPrefixLength = 0;
private float minimumSimilarity;
private int prefixLength;
private bool termLongEnough = false;
/// Returns the pattern term.
public Term Term { get; protected internal set; }
/// Create a new FuzzyQuery that will match terms with a similarity
/// of at least minimumSimilarity to term.
/// If a prefixLength > 0 is specified, a common prefix
/// of that length is also required.
///
///
/// the term to search for
///
/// a value between 0 and 1 to set the required similarity
/// between the query term and the matching terms. For example, for a
/// minimumSimilarity of 0.5 a term of the same length
/// as the query term is considered similar to the query term if the edit distance
/// between both terms is less than length(term)*0.5
///
/// length of common (non-fuzzy) prefix
///
/// IllegalArgumentException if minimumSimilarity is >= 1 or < 0
/// or if prefixLength < 0
///
public FuzzyQuery(Term term, float minimumSimilarity, int prefixLength)
{
this.Term = term;
if (minimumSimilarity >= 1.0f)
throw new System.ArgumentException("minimumSimilarity >= 1");
else if (minimumSimilarity < 0.0f)
throw new System.ArgumentException("minimumSimilarity < 0");
if (prefixLength < 0)
throw new System.ArgumentException("prefixLength < 0");
if (term.Text.Length > 1.0f / (1.0f - minimumSimilarity))
{
this.termLongEnough = true;
}
this.minimumSimilarity = minimumSimilarity;
this.prefixLength = prefixLength;
internalRewriteMethod = SCORING_BOOLEAN_QUERY_REWRITE;
}
/// Calls FuzzyQuery(term, minimumSimilarity, 0).
public FuzzyQuery(Term term, float minimumSimilarity):this(term, minimumSimilarity, defaultPrefixLength)
{
}
/// Calls FuzzyQuery(term, 0.5f, 0).
public FuzzyQuery(Term term):this(term, defaultMinSimilarity, defaultPrefixLength)
{
}
/// Returns the minimum similarity that is required for this query to match.
/// float value between 0.0 and 1.0
public virtual float MinSimilarity
{
get { return minimumSimilarity; }
}
/// Returns the non-fuzzy prefix length. This is the number of characters at the start
/// of a term that must be identical (not fuzzy) to the query term if the query
/// is to match that term.
///
public virtual int PrefixLength
{
get { return prefixLength; }
}
protected internal override FilteredTermEnum GetEnum(IndexReader reader)
{
return new FuzzyTermEnum(reader, Term, minimumSimilarity, prefixLength);
}
public override RewriteMethod RewriteMethod
{
set { throw new System.NotSupportedException("FuzzyQuery cannot change rewrite method"); }
}
public override Query Rewrite(IndexReader reader)
{
if (!termLongEnough)
{
// can only match if it's exact
return new TermQuery(Term);
}
int maxSize = BooleanQuery.MaxClauseCount;
// TODO: Java uses a PriorityQueue. Using Linq, we can emulate it,
// however it's considerable slower than the java counterpart.
// this should be a temporary thing, fixed before release
SortedList stQueue = new SortedList();
FilteredTermEnum enumerator = GetEnum(reader);
try
{
ScoreTerm st = new ScoreTerm();
do
{
Term t = enumerator.Term;
if (t == null) break;
float score = enumerator.Difference();
//ignore uncompetetive hits
if (stQueue.Count >= maxSize && score <= stQueue.Keys.First().score)
continue;
// add new entry in PQ
st.term = t;
st.score = score;
stQueue.Add(st, st);
// possibly drop entries from queue
if (stQueue.Count > maxSize)
{
st = stQueue.Keys.First();
stQueue.Remove(st);
}
else
{
st = new ScoreTerm();
}
}
while (enumerator.Next());
}
finally
{
enumerator.Close();
}
BooleanQuery query = new BooleanQuery(true);
foreach(ScoreTerm st in stQueue.Keys)
{
TermQuery tq = new TermQuery(st.term); // found a match
tq.Boost = Boost * st.score; // set the boost
query.Add(tq, Occur.SHOULD); // add to query
}
return query;
}
public override System.String ToString(System.String field)
{
System.Text.StringBuilder buffer = new System.Text.StringBuilder();
if (!Term.Field.Equals(field))
{
buffer.Append(Term.Field);
buffer.Append(":");
}
buffer.Append(Term.Text);
buffer.Append('~');
buffer.Append(Single.ToString(minimumSimilarity));
buffer.Append(ToStringUtils.Boost(Boost));
return buffer.ToString();
}
protected internal class ScoreTerm : IComparable
{
public Term term;
public float score;
public int CompareTo(ScoreTerm other)
{
if (Comparer.Default.Compare(this.score, other.score) == 0)
{
return other.term.CompareTo(this.term);
}
else
{
return Comparer.Default.Compare(this.score, other.score);
}
}
}
public override int GetHashCode()
{
int prime = 31;
int result = base.GetHashCode();
result = prime * result + BitConverter.ToInt32(BitConverter.GetBytes(minimumSimilarity), 0);
result = prime * result + prefixLength;
result = prime * result + ((Term == null)?0:Term.GetHashCode());
return result;
}
public override bool Equals(System.Object obj)
{
if (this == obj)
return true;
if (!base.Equals(obj))
return false;
if (GetType() != obj.GetType())
return false;
FuzzyQuery other = (FuzzyQuery) obj;
if (BitConverter.ToInt32(BitConverter.GetBytes(minimumSimilarity), 0) != BitConverter.ToInt32(BitConverter.GetBytes(other.minimumSimilarity), 0))
return false;
if (prefixLength != other.prefixLength)
return false;
if (Term == null)
{
if (other.Term != null)
return false;
}
else if (!Term.Equals(other.Term))
return false;
return true;
}
}
}