-
Notifications
You must be signed in to change notification settings - Fork 448
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
OPENNLP-1653 Add thread-safe version of LemmatizerME
- Loading branch information
Showing
1 changed file
with
80 additions
and
0 deletions.
There are no files selected for viewing
80 changes: 80 additions & 0 deletions
80
opennlp-tools/src/main/java/opennlp/tools/lemmatizer/ThreadSafeLemmatizerME.java
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,80 @@ | ||
/* | ||
* 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. | ||
*/ | ||
|
||
package opennlp.tools.lemmatizer; | ||
|
||
import java.util.List; | ||
|
||
import opennlp.tools.commons.ThreadSafe; | ||
|
||
/** | ||
* A thread-safe version of the {@link LemmatizerME}. Using it is completely transparent. | ||
* You can use it in a single-threaded context as well, it only incurs a minimal overhead. | ||
* <p> | ||
* Note, however, that this implementation uses a {@link ThreadLocal}. Although the implementation is | ||
* lightweight because the model is not duplicated, if you have many long-running threads, | ||
* you may run into memory problems. | ||
* </p> | ||
* <p> | ||
* Be careful when using this in a Jakarta EE application, for example. | ||
* </p> | ||
* The user is responsible for clearing the {@link ThreadLocal}. | ||
* | ||
* @see Lemmatizer | ||
*/ | ||
@ThreadSafe | ||
public class ThreadSafeLemmatizerME implements Lemmatizer, AutoCloseable { | ||
|
||
private final LemmatizerModel model; | ||
|
||
private final ThreadLocal<LemmatizerME> threadLocal = new ThreadLocal<>(); | ||
|
||
/** | ||
* Initializes a {@link ThreadSafeLemmatizerME} with the specified {@code model}. | ||
* | ||
* @param model A valid {@link LemmatizerModel}. | ||
*/ | ||
public ThreadSafeLemmatizerME(LemmatizerModel model) { | ||
super(); | ||
this.model = model; | ||
} | ||
|
||
private LemmatizerME getLemmatizer() { | ||
LemmatizerME tagger = threadLocal.get(); | ||
if (tagger == null) { | ||
tagger = new LemmatizerME(model); | ||
threadLocal.set(tagger); | ||
} | ||
return tagger; | ||
} | ||
|
||
@Override | ||
public String[] lemmatize(String[] toks, String[] tags) { | ||
return getLemmatizer().lemmatize(toks, tags); | ||
} | ||
|
||
@Override | ||
public List<List<String>> lemmatize(List<String> toks, List<String> tags) { | ||
return getLemmatizer().lemmatize(toks, tags); | ||
} | ||
|
||
@Override | ||
public void close() { | ||
threadLocal.remove(); | ||
} | ||
|
||
} |