1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
|
/*
* Copyright (C) 2010 The Android Open Source Project
*
* Licensed 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 com.android.inputmethod.latin;
import android.inputmethodservice.InputMethodService;
import android.os.AsyncTask;
import android.os.Handler;
import android.os.HandlerThread;
import android.os.Process;
import android.text.format.DateUtils;
import android.util.Log;
import android.view.inputmethod.InputMethodManager;
import java.io.BufferedReader;
import java.io.File;
import java.io.FileNotFoundException;
import java.io.FileOutputStream;
import java.io.FileReader;
import java.io.IOException;
import java.io.PrintWriter;
import java.text.SimpleDateFormat;
import java.util.Date;
public class Utils {
/**
* Cancel an {@link AsyncTask}.
*
* @param mayInterruptIfRunning <tt>true</tt> if the thread executing this
* task should be interrupted; otherwise, in-progress tasks are allowed
* to complete.
*/
public static void cancelTask(AsyncTask<?, ?, ?> task, boolean mayInterruptIfRunning) {
if (task != null && task.getStatus() != AsyncTask.Status.FINISHED) {
task.cancel(mayInterruptIfRunning);
}
}
public static class GCUtils {
private static final String TAG = "GCUtils";
public static final int GC_TRY_COUNT = 2;
// GC_TRY_LOOP_MAX is used for the hard limit of GC wait,
// GC_TRY_LOOP_MAX should be greater than GC_TRY_COUNT.
public static final int GC_TRY_LOOP_MAX = 5;
private static final long GC_INTERVAL = DateUtils.SECOND_IN_MILLIS;
private static GCUtils sInstance = new GCUtils();
private int mGCTryCount = 0;
public static GCUtils getInstance() {
return sInstance;
}
public void reset() {
mGCTryCount = 0;
}
public boolean tryGCOrWait(String metaData, Throwable t) {
if (mGCTryCount == 0) {
System.gc();
}
if (++mGCTryCount > GC_TRY_COUNT) {
LatinImeLogger.logOnException(metaData, t);
return false;
} else {
try {
Thread.sleep(GC_INTERVAL);
return true;
} catch (InterruptedException e) {
Log.e(TAG, "Sleep was interrupted.");
LatinImeLogger.logOnException(metaData, t);
return false;
}
}
}
}
public static boolean hasMultipleEnabledIMEsOrSubtypes(InputMethodManager imm) {
return imm.getEnabledInputMethodList().size() > 1
// imm.getEnabledInputMethodSubtypeList(null) will return the current IME's enabled input
// method subtype (The current IME should be LatinIME.)
|| imm.getEnabledInputMethodSubtypeList(null).size() > 1;
}
/* package */ static class RingCharBuffer {
private static RingCharBuffer sRingCharBuffer = new RingCharBuffer();
private static final char PLACEHOLDER_DELIMITER_CHAR = '\uFFFC';
private static final int INVALID_COORDINATE = -2;
/* package */ static final int BUFSIZE = 20;
private InputMethodService mContext;
private boolean mEnabled = false;
private boolean mUsabilityStudy = false;
private int mEnd = 0;
/* package */ int mLength = 0;
private char[] mCharBuf = new char[BUFSIZE];
private int[] mXBuf = new int[BUFSIZE];
private int[] mYBuf = new int[BUFSIZE];
private RingCharBuffer() {
// Intentional empty constructor for singleton.
}
public static RingCharBuffer getInstance() {
return sRingCharBuffer;
}
public static RingCharBuffer init(InputMethodService context, boolean enabled,
boolean usabilityStudy) {
sRingCharBuffer.mContext = context;
sRingCharBuffer.mEnabled = enabled || usabilityStudy;
sRingCharBuffer.mUsabilityStudy = usabilityStudy;
UsabilityStudyLogUtils.getInstance().init(context);
return sRingCharBuffer;
}
private int normalize(int in) {
int ret = in % BUFSIZE;
return ret < 0 ? ret + BUFSIZE : ret;
}
public void push(char c, int x, int y) {
if (!mEnabled) return;
if (mUsabilityStudy) {
UsabilityStudyLogUtils.getInstance().writeChar(c, x, y);
}
mCharBuf[mEnd] = c;
mXBuf[mEnd] = x;
mYBuf[mEnd] = y;
mEnd = normalize(mEnd + 1);
if (mLength < BUFSIZE) {
++mLength;
}
}
public char pop() {
if (mLength < 1) {
return PLACEHOLDER_DELIMITER_CHAR;
} else {
mEnd = normalize(mEnd - 1);
--mLength;
return mCharBuf[mEnd];
}
}
public char getLastChar() {
if (mLength < 1) {
return PLACEHOLDER_DELIMITER_CHAR;
} else {
return mCharBuf[normalize(mEnd - 1)];
}
}
public int getPreviousX(char c, int back) {
int index = normalize(mEnd - 2 - back);
if (mLength <= back
|| Character.toLowerCase(c) != Character.toLowerCase(mCharBuf[index])) {
return INVALID_COORDINATE;
} else {
return mXBuf[index];
}
}
public int getPreviousY(char c, int back) {
int index = normalize(mEnd - 2 - back);
if (mLength <= back
|| Character.toLowerCase(c) != Character.toLowerCase(mCharBuf[index])) {
return INVALID_COORDINATE;
} else {
return mYBuf[index];
}
}
public String getLastString() {
StringBuilder sb = new StringBuilder();
for (int i = 0; i < mLength; ++i) {
char c = mCharBuf[normalize(mEnd - 1 - i)];
if (!((LatinIME)mContext).isWordSeparator(c)) {
sb.append(c);
} else {
break;
}
}
return sb.reverse().toString();
}
public void reset() {
mLength = 0;
}
}
public static int editDistance(CharSequence s, CharSequence t) {
if (s == null || t == null) {
throw new IllegalArgumentException("editDistance: Arguments should not be null.");
}
final int sl = s.length();
final int tl = t.length();
int[][] dp = new int [sl + 1][tl + 1];
for (int i = 0; i <= sl; i++) {
dp[i][0] = i;
}
for (int j = 0; j <= tl; j++) {
dp[0][j] = j;
}
for (int i = 0; i < sl; ++i) {
for (int j = 0; j < tl; ++j) {
if (s.charAt(i) == t.charAt(j)) {
dp[i + 1][j + 1] = dp[i][j];
} else {
dp[i + 1][j + 1] = 1 + Math.min(dp[i][j],
Math.min(dp[i + 1][j], dp[i][j + 1]));
}
}
}
return dp[sl][tl];
}
// In dictionary.cpp, getSuggestion() method,
// suggestion scores are computed using the below formula.
// original score (called 'frequency')
// := pow(mTypedLetterMultiplier (this is defined 2),
// (the number of matched characters between typed word and suggested word))
// * (individual word's score which defined in the unigram dictionary,
// and this score is defined in range [0, 255].)
// * (when before.length() == after.length(),
// mFullWordMultiplier (this is defined 2))
// So, maximum original score is pow(2, before.length()) * 255 * 2
// So, we can normalize original score by dividing this value.
private static final int MAX_INITIAL_SCORE = 255;
private static final int TYPED_LETTER_MULTIPLIER = 2;
private static final int FULL_WORD_MULTIPLYER = 2;
public static double calcNormalizedScore(CharSequence before, CharSequence after, int score) {
final int beforeLength = before.length();
final int afterLength = after.length();
final int distance = editDistance(before, after);
final double maximumScore = MAX_INITIAL_SCORE
* Math.pow(TYPED_LETTER_MULTIPLIER, beforeLength)
* FULL_WORD_MULTIPLYER;
// add a weight based on edit distance.
// distance <= max(afterLength, beforeLength) == afterLength,
// so, 0 <= distance / afterLength <= 1
final double weight = 1.0 - (double) distance / afterLength;
return (score / maximumScore) * weight;
}
public static class UsabilityStudyLogUtils {
private static final String TAG = "UsabilityStudyLogUtils";
private static final String FILENAME = "log.txt";
private static final UsabilityStudyLogUtils sInstance =
new UsabilityStudyLogUtils();
private final Handler mLoggingHandler;
private File mFile;
private File mDirectory;
private InputMethodService mIms;
private PrintWriter mWriter;
private final Date mDate;
private final SimpleDateFormat mDateFormat;
private UsabilityStudyLogUtils() {
mDate = new Date();
mDateFormat = new SimpleDateFormat("dd MMM HH:mm:ss.SSS");
HandlerThread handlerThread = new HandlerThread("UsabilityStudyLogUtils logging task",
Process.THREAD_PRIORITY_BACKGROUND);
handlerThread.start();
mLoggingHandler = new Handler(handlerThread.getLooper());
}
public static UsabilityStudyLogUtils getInstance() {
return sInstance;
}
public void init(InputMethodService ims) {
mIms = ims;
mDirectory = ims.getFilesDir();
}
private void createLogFileIfNotExist() {
if ((mFile == null || !mFile.exists())
&& (mDirectory != null && mDirectory.exists())) {
try {
mWriter = getPrintWriter(mDirectory, FILENAME, false);
} catch (IOException e) {
Log.e(TAG, "Can't create log file.");
}
}
}
public void writeBackSpace() {
UsabilityStudyLogUtils.getInstance().write("<backspace>\t0\t0");
}
public void writeChar(char c, int x, int y) {
String inputChar = String.valueOf(c);
switch (c) {
case '\n':
inputChar = "<enter>";
break;
case '\t':
inputChar = "<tab>";
break;
case ' ':
inputChar = "<space>";
break;
}
UsabilityStudyLogUtils.getInstance().write(inputChar + "\t" + x + "\t" + y);
LatinImeLogger.onPrintAllUsabilityStudtyLogs();
}
public void write(final String log) {
mLoggingHandler.post(new Runnable() {
@Override
public void run() {
createLogFileIfNotExist();
final long currentTime = System.currentTimeMillis();
mDate.setTime(currentTime);
final String printString = String.format("%s\t%d\t%s\n",
mDateFormat.format(mDate), currentTime, log);
if (LatinImeLogger.sDBG) {
Log.d(TAG, "Write: " + log);
}
mWriter.print(printString);
}
});
}
public void printAll() {
mLoggingHandler.post(new Runnable() {
@Override
public void run() {
mWriter.flush();
StringBuilder sb = new StringBuilder();
BufferedReader br = getBufferedReader();
String line;
try {
while ((line = br.readLine()) != null) {
sb.append('\n');
sb.append(line);
}
} catch (IOException e) {
Log.e(TAG, "Can't read log file.");
} finally {
if (LatinImeLogger.sDBG) {
Log.d(TAG, "output all logs\n" + sb.toString());
}
mIms.getCurrentInputConnection().commitText(sb.toString(), 0);
try {
br.close();
} catch (IOException e) {
// ignore.
}
}
}
});
}
public void clearAll() {
mLoggingHandler.post(new Runnable() {
@Override
public void run() {
if (mFile != null && mFile.exists()) {
if (LatinImeLogger.sDBG) {
Log.d(TAG, "Delete log file.");
}
mFile.delete();
mWriter.close();
}
}
});
}
private BufferedReader getBufferedReader() {
createLogFileIfNotExist();
try {
return new BufferedReader(new FileReader(mFile));
} catch (FileNotFoundException e) {
return null;
}
}
private PrintWriter getPrintWriter(
File dir, String filename, boolean renew) throws IOException {
mFile = new File(dir, filename);
if (mFile.exists()) {
if (renew) {
mFile.delete();
}
}
return new PrintWriter(new FileOutputStream(mFile), true /* autoFlush */);
}
}
}
|