1 | /* |
---|
2 | * This program is free software; you can redistribute it and/or modify |
---|
3 | * it under the terms of the GNU General Public License as published by |
---|
4 | * the Free Software Foundation; either version 2 of the License, or |
---|
5 | * (at your option) any later version. |
---|
6 | * |
---|
7 | * This program is distributed in the hope that it will be useful, |
---|
8 | * but WITHOUT ANY WARRANTY; without even the implied warranty of |
---|
9 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the |
---|
10 | * GNU General Public License for more details. |
---|
11 | * |
---|
12 | * You should have received a copy of the GNU General Public License |
---|
13 | * along with this program; if not, write to the Free Software |
---|
14 | * Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA. |
---|
15 | */ |
---|
16 | |
---|
17 | /* |
---|
18 | * SnowballStemmer.java |
---|
19 | * Copyright (C) 2005 University of Waikato, Hamilton, New Zealand |
---|
20 | * |
---|
21 | */ |
---|
22 | |
---|
23 | package weka.core.stemmers; |
---|
24 | |
---|
25 | import weka.core.ClassDiscovery; |
---|
26 | import weka.core.Option; |
---|
27 | import weka.core.OptionHandler; |
---|
28 | import weka.core.RevisionUtils; |
---|
29 | import weka.core.Utils; |
---|
30 | import weka.gui.GenericObjectEditor; |
---|
31 | |
---|
32 | import java.lang.reflect.Method; |
---|
33 | import java.util.Enumeration; |
---|
34 | import java.util.Vector; |
---|
35 | |
---|
36 | /** |
---|
37 | <!-- globalinfo-start --> |
---|
38 | * A wrapper class for the Snowball stemmers. Only available if the Snowball classes are in the classpath.<br/> |
---|
39 | * If the class discovery is not dynamic, i.e., the property 'UseDynamic' in the props file 'weka/gui/GenericPropertiesCreator.props' is 'false', then the property 'org.tartarus.snowball.SnowballProgram' in the 'weka/gui/GenericObjectEditor.props' file has to be uncommented as well. If necessary you have to discover and fill in the snowball stemmers manually. You can use the 'weka.core.ClassDiscovery' for this:<br/> |
---|
40 | * java weka.core.ClassDiscovery org.tartarus.snowball.SnowballProgram org.tartarus.snowball.ext<br/> |
---|
41 | * <br/> |
---|
42 | * For more information visit these web sites:<br/> |
---|
43 | * http://weka.wikispaces.com/Stemmers<br/> |
---|
44 | * http://snowball.tartarus.org/<br/> |
---|
45 | * <p/> |
---|
46 | <!-- globalinfo-end --> |
---|
47 | * |
---|
48 | <!-- options-start --> |
---|
49 | * Valid options are: <p/> |
---|
50 | * |
---|
51 | * <pre> -S <name> |
---|
52 | * The name of the snowball stemmer (default 'porter'). |
---|
53 | * available stemmers: |
---|
54 | * danish, dutch, english, finnish, french, german, italian, |
---|
55 | * norwegian, porter, portuguese, russian, spanish, swedish |
---|
56 | * </pre> |
---|
57 | * |
---|
58 | <!-- options-end --> |
---|
59 | * |
---|
60 | * @author FracPete (fracpete at waikato dot ac dot nz) |
---|
61 | * @version $Revision: 5953 $ |
---|
62 | */ |
---|
63 | public class SnowballStemmer |
---|
64 | implements Stemmer, OptionHandler { |
---|
65 | |
---|
66 | /** for serialization. */ |
---|
67 | static final long serialVersionUID = -6111170431963015178L; |
---|
68 | |
---|
69 | /** the package name for snowball. */ |
---|
70 | public final static String PACKAGE = "org.tartarus.snowball"; |
---|
71 | |
---|
72 | /** the package name where the stemmers are located. */ |
---|
73 | public final static String PACKAGE_EXT = PACKAGE + ".ext"; |
---|
74 | |
---|
75 | /** the snowball program, all stemmers are derived from. */ |
---|
76 | protected final static String SNOWBALL_PROGRAM = PACKAGE + ".SnowballProgram"; |
---|
77 | |
---|
78 | /** whether the snowball stemmers are in the Classpath. */ |
---|
79 | protected static boolean m_Present = false; |
---|
80 | |
---|
81 | /** contains the all the found stemmers (language names). */ |
---|
82 | protected static Vector<String> m_Stemmers; |
---|
83 | |
---|
84 | /** the current stemmer. */ |
---|
85 | protected Object m_Stemmer; |
---|
86 | |
---|
87 | /** the stem method. */ |
---|
88 | protected transient Method m_StemMethod; |
---|
89 | |
---|
90 | /** the setCurrent method. */ |
---|
91 | protected transient Method m_SetCurrentMethod; |
---|
92 | |
---|
93 | /** the getCurrent method. */ |
---|
94 | protected transient Method m_GetCurrentMethod; |
---|
95 | |
---|
96 | /** check for Snowball statically (needs only to be done once) */ |
---|
97 | static { |
---|
98 | checkForSnowball(); |
---|
99 | } |
---|
100 | |
---|
101 | /** |
---|
102 | * initializes the stemmer ("porter"). |
---|
103 | */ |
---|
104 | public SnowballStemmer() { |
---|
105 | this("porter"); |
---|
106 | initStemmers(); |
---|
107 | } |
---|
108 | |
---|
109 | /** |
---|
110 | * initializes the stemmer with the given stemmer. |
---|
111 | * |
---|
112 | * @param name the name of the stemmer |
---|
113 | */ |
---|
114 | public SnowballStemmer(String name) { |
---|
115 | super(); |
---|
116 | |
---|
117 | setStemmer(name); |
---|
118 | } |
---|
119 | |
---|
120 | /** |
---|
121 | * checks whether Snowball is present in the classpath. |
---|
122 | */ |
---|
123 | private static void checkForSnowball() { |
---|
124 | try { |
---|
125 | Class.forName(SNOWBALL_PROGRAM); |
---|
126 | m_Present = true; |
---|
127 | } |
---|
128 | catch (Exception e) { |
---|
129 | m_Present = false; |
---|
130 | } |
---|
131 | } |
---|
132 | |
---|
133 | /** |
---|
134 | * Returns a string describing the stemmer. |
---|
135 | * |
---|
136 | * @return a description suitable for |
---|
137 | * displaying in the explorer/experimenter gui |
---|
138 | */ |
---|
139 | public String globalInfo() { |
---|
140 | return |
---|
141 | "A wrapper class for the Snowball stemmers. Only available if the " |
---|
142 | + "Snowball classes are in the classpath.\n" |
---|
143 | + "If the class discovery is not dynamic, i.e., the property 'UseDynamic' " |
---|
144 | + "in the props file 'weka/gui/GenericPropertiesCreator.props' is 'false', " |
---|
145 | + "then the property 'org.tartarus.snowball.SnowballProgram' in the " |
---|
146 | + "'weka/gui/GenericObjectEditor.props' file has to be uncommented " |
---|
147 | + "as well. If necessary you have to discover and fill in the snowball " |
---|
148 | + "stemmers manually. You can use the 'weka.core.ClassDiscovery' for this:\n" |
---|
149 | + " java weka.core.ClassDiscovery org.tartarus.snowball.SnowballProgram org.tartarus.snowball.ext\n" |
---|
150 | + "\n" |
---|
151 | + "For more information visit these web sites:\n" |
---|
152 | + " http://weka.wikispaces.com/Stemmers\n" |
---|
153 | + " http://snowball.tartarus.org/\n"; |
---|
154 | } |
---|
155 | |
---|
156 | /** |
---|
157 | * Returns an enumeration describing the available options. |
---|
158 | * |
---|
159 | * @return an enumeration of all the available options. |
---|
160 | */ |
---|
161 | public Enumeration listOptions() { |
---|
162 | Vector<Option> result; |
---|
163 | |
---|
164 | result = new Vector<Option>(); |
---|
165 | |
---|
166 | result.addElement(new Option( |
---|
167 | "\tThe name of the snowball stemmer (default 'porter').\n" |
---|
168 | + "\tavailable stemmers:\n" |
---|
169 | + getStemmerList(65, "\t "), |
---|
170 | "S", 1, "-S <name>")); |
---|
171 | |
---|
172 | return result.elements(); |
---|
173 | } |
---|
174 | |
---|
175 | /** |
---|
176 | * Parses the options. <p/> |
---|
177 | * |
---|
178 | <!-- options-start --> |
---|
179 | * Valid options are: <p/> |
---|
180 | * |
---|
181 | * <pre> -S <name> |
---|
182 | * The name of the snowball stemmer (default 'porter'). |
---|
183 | * available stemmers: |
---|
184 | * danish, dutch, english, finnish, french, german, italian, |
---|
185 | * norwegian, porter, portuguese, russian, spanish, swedish |
---|
186 | * </pre> |
---|
187 | * |
---|
188 | <!-- options-end --> |
---|
189 | * |
---|
190 | * @param options the options to parse |
---|
191 | * @throws Exception if parsing fails |
---|
192 | */ |
---|
193 | public void setOptions(String[] options) throws Exception { |
---|
194 | String tmpStr; |
---|
195 | |
---|
196 | tmpStr = Utils.getOption('S', options); |
---|
197 | if (tmpStr.length() != 0) |
---|
198 | setStemmer(tmpStr); |
---|
199 | else |
---|
200 | setStemmer("porter"); |
---|
201 | } |
---|
202 | |
---|
203 | /** |
---|
204 | * Gets the current settings of the classifier. |
---|
205 | * |
---|
206 | * @return an array of strings suitable for passing to setOptions |
---|
207 | */ |
---|
208 | public String[] getOptions() { |
---|
209 | Vector<String> result; |
---|
210 | |
---|
211 | result = new Vector<String>(); |
---|
212 | |
---|
213 | if (getStemmer() != null) { |
---|
214 | result.add("-S"); |
---|
215 | result.add("" + getStemmer()); |
---|
216 | } |
---|
217 | |
---|
218 | return (String[]) result.toArray(new String[result.size()]); |
---|
219 | } |
---|
220 | |
---|
221 | /** |
---|
222 | * extracts the stemmer name form the classname. |
---|
223 | * |
---|
224 | * @param classname the full classname of the stemmer |
---|
225 | * @return the name of the stemmer |
---|
226 | */ |
---|
227 | private static String getStemmerName(String classname) { |
---|
228 | return classname.replaceAll(".*\\.", "").replaceAll("Stemmer$", ""); |
---|
229 | } |
---|
230 | |
---|
231 | /** |
---|
232 | * returns the full classname of the stemmer. |
---|
233 | * |
---|
234 | * @param name the name of the stemmer |
---|
235 | * @return the full classname of the stemmer |
---|
236 | * @see #PACKAGE_EXT |
---|
237 | */ |
---|
238 | private static String getStemmerClassname(String name) { |
---|
239 | return PACKAGE_EXT + "." + name + "Stemmer"; |
---|
240 | } |
---|
241 | |
---|
242 | /** |
---|
243 | * retrieves the language names of the availabel stemmers. |
---|
244 | */ |
---|
245 | private static void initStemmers() { |
---|
246 | Vector classnames; |
---|
247 | int i; |
---|
248 | |
---|
249 | if (m_Stemmers != null) |
---|
250 | return; |
---|
251 | |
---|
252 | m_Stemmers = new Vector<String>(); |
---|
253 | |
---|
254 | if (!m_Present) |
---|
255 | return; |
---|
256 | |
---|
257 | classnames = GenericObjectEditor.getClassnames(SNOWBALL_PROGRAM); |
---|
258 | // try dynamic discovery if not in props file |
---|
259 | if (classnames.size() == 0) { |
---|
260 | classnames = ClassDiscovery.find(SNOWBALL_PROGRAM, PACKAGE_EXT); |
---|
261 | for (i = 0; i < classnames.size(); i++) |
---|
262 | m_Stemmers.add(getStemmerName(classnames.get(i).toString())); |
---|
263 | } |
---|
264 | } |
---|
265 | |
---|
266 | /** |
---|
267 | * returns whether Snowball is present or not, i.e. whether the classes are |
---|
268 | * in the classpath or not |
---|
269 | * |
---|
270 | * @return whether Snowball is available |
---|
271 | */ |
---|
272 | public static boolean isPresent() { |
---|
273 | return m_Present; |
---|
274 | } |
---|
275 | |
---|
276 | /** |
---|
277 | * returns an enumeration over all currently stored stemmer names. |
---|
278 | * |
---|
279 | * @return all available stemmers |
---|
280 | */ |
---|
281 | public static Enumeration listStemmers() { |
---|
282 | initStemmers(); |
---|
283 | |
---|
284 | return m_Stemmers.elements(); |
---|
285 | } |
---|
286 | |
---|
287 | /** |
---|
288 | * generates a comma list of the available stemmers. |
---|
289 | * |
---|
290 | * @param lineLength the max line length, before a linefeed is inserted |
---|
291 | * (0 is unlimited) |
---|
292 | * @param indention the indention of a line |
---|
293 | * @return the generated list |
---|
294 | */ |
---|
295 | private static String getStemmerList(int lineLength, String indention) { |
---|
296 | String result; |
---|
297 | Enumeration enm; |
---|
298 | String name; |
---|
299 | String line; |
---|
300 | |
---|
301 | result = ""; |
---|
302 | line = ""; |
---|
303 | enm = listStemmers(); |
---|
304 | while (enm.hasMoreElements()) { |
---|
305 | name = enm.nextElement().toString(); |
---|
306 | if (line.length() > 0) |
---|
307 | line += ", "; |
---|
308 | if ( (lineLength > 0) && (line.length() + name.length() > lineLength) ) { |
---|
309 | result += indention + line + "\n"; |
---|
310 | line = ""; |
---|
311 | } |
---|
312 | line += name; |
---|
313 | } |
---|
314 | |
---|
315 | if (line.length() > 0) |
---|
316 | result += indention + line + "\n"; |
---|
317 | |
---|
318 | return result; |
---|
319 | } |
---|
320 | |
---|
321 | /** |
---|
322 | * returns the name of the current stemmer, null if none is set. |
---|
323 | * |
---|
324 | * @return the name of the stemmer |
---|
325 | */ |
---|
326 | public String getStemmer() { |
---|
327 | initStemmers(); |
---|
328 | |
---|
329 | if (m_Stemmer == null) |
---|
330 | return null; |
---|
331 | else |
---|
332 | return getStemmerName(m_Stemmer.getClass().getName()); |
---|
333 | } |
---|
334 | |
---|
335 | /** |
---|
336 | * sets the stemmer with the given name, e.g., "porter". |
---|
337 | * |
---|
338 | * @param name the name of the stemmer, e.g., "porter" |
---|
339 | */ |
---|
340 | public void setStemmer(String name) { |
---|
341 | Class<?> snowballClass; |
---|
342 | Class[] argClasses; |
---|
343 | |
---|
344 | initStemmers(); |
---|
345 | |
---|
346 | if (m_Stemmers.contains(name)) { |
---|
347 | try { |
---|
348 | snowballClass = Class.forName(getStemmerClassname(name)); |
---|
349 | m_Stemmer = snowballClass.newInstance(); |
---|
350 | |
---|
351 | // methods |
---|
352 | argClasses = new Class[0]; |
---|
353 | m_StemMethod = snowballClass.getMethod("stem", argClasses); |
---|
354 | |
---|
355 | argClasses = new Class[1]; |
---|
356 | argClasses[0] = String.class; |
---|
357 | m_SetCurrentMethod = snowballClass.getMethod("setCurrent", argClasses); |
---|
358 | |
---|
359 | argClasses = new Class[0]; |
---|
360 | m_GetCurrentMethod = snowballClass.getMethod("getCurrent", argClasses); |
---|
361 | } |
---|
362 | catch (Exception e) { |
---|
363 | System.out.println( |
---|
364 | "Error initializing stemmer '" + name + "'!" |
---|
365 | + e.getMessage()); |
---|
366 | m_Stemmer = null; |
---|
367 | } |
---|
368 | } |
---|
369 | else { |
---|
370 | System.err.println("Stemmer '" + name + "' unknown!"); |
---|
371 | m_Stemmer = null; |
---|
372 | } |
---|
373 | } |
---|
374 | |
---|
375 | /** |
---|
376 | * Returns the tip text for this property. |
---|
377 | * |
---|
378 | * @return tip text for this property suitable for |
---|
379 | * displaying in the explorer/experimenter gui |
---|
380 | */ |
---|
381 | public String stemmerTipText() { |
---|
382 | return "The Snowball stemmer to use, available: " + getStemmerList(0, ""); |
---|
383 | } |
---|
384 | |
---|
385 | /** |
---|
386 | * Returns the word in its stemmed form. |
---|
387 | * |
---|
388 | * @param word the unstemmed word |
---|
389 | * @return the stemmed word |
---|
390 | */ |
---|
391 | public String stem(String word) { |
---|
392 | String result; |
---|
393 | Object[] args; |
---|
394 | |
---|
395 | if (m_Stemmer == null) { |
---|
396 | result = new String(word); |
---|
397 | } |
---|
398 | else { |
---|
399 | // after de-serialization, the methods are null and need to be |
---|
400 | // re-initialized |
---|
401 | if (m_SetCurrentMethod == null) |
---|
402 | setStemmer(getStemmer()); |
---|
403 | |
---|
404 | try { |
---|
405 | // set word |
---|
406 | args = new Object[1]; |
---|
407 | args[0] = word; |
---|
408 | m_SetCurrentMethod.invoke(m_Stemmer, args); |
---|
409 | |
---|
410 | // stem word |
---|
411 | args = new Object[0]; |
---|
412 | m_StemMethod.invoke(m_Stemmer, args); |
---|
413 | |
---|
414 | // get word |
---|
415 | args = new Object[0]; |
---|
416 | result = (String) m_GetCurrentMethod.invoke(m_Stemmer, args); |
---|
417 | } |
---|
418 | catch (Exception e) { |
---|
419 | e.printStackTrace(); |
---|
420 | result = word; |
---|
421 | } |
---|
422 | } |
---|
423 | |
---|
424 | return result; |
---|
425 | } |
---|
426 | |
---|
427 | /** |
---|
428 | * returns a string representation of the stemmer. |
---|
429 | * |
---|
430 | * @return a string representation of the stemmer |
---|
431 | */ |
---|
432 | public String toString() { |
---|
433 | String result; |
---|
434 | |
---|
435 | result = getClass().getName(); |
---|
436 | result += " " + Utils.joinOptions(getOptions()); |
---|
437 | |
---|
438 | return result.trim(); |
---|
439 | } |
---|
440 | |
---|
441 | /** |
---|
442 | * Returns the revision string. |
---|
443 | * |
---|
444 | * @return the revision |
---|
445 | */ |
---|
446 | public String getRevision() { |
---|
447 | return RevisionUtils.extract("$Revision: 5953 $"); |
---|
448 | } |
---|
449 | |
---|
450 | /** |
---|
451 | * Runs the stemmer with the given options. |
---|
452 | * |
---|
453 | * @param args the options |
---|
454 | */ |
---|
455 | public static void main(String[] args) { |
---|
456 | try { |
---|
457 | Stemming.useStemmer(new SnowballStemmer(), args); |
---|
458 | } |
---|
459 | catch (Exception e) { |
---|
460 | e.printStackTrace(); |
---|
461 | } |
---|
462 | } |
---|
463 | } |
---|