1 /* 2 * Copyright (C) 2012 The Android Open Source Project 3 * 4 * Licensed under the Apache License, Version 2.0 (the "License"); 5 * you may not use this file except in compliance with the License. 6 * You may obtain a copy of the License at 7 * 8 * http://www.apache.org/licenses/LICENSE-2.0 9 * 10 * Unless required by applicable law or agreed to in writing, software 11 * distributed under the License is distributed on an "AS IS" BASIS, 12 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 13 * See the License for the specific language governing permissions and 14 * limitations under the License. 15 */ 16 17 package com.android.inputmethod.research; 18 19 import android.os.SystemClock; 20 import android.text.TextUtils; 21 import android.util.JsonWriter; 22 import android.util.Log; 23 24 import com.android.inputmethod.latin.SuggestedWords; 25 import com.android.inputmethod.latin.SuggestedWords.SuggestedWordInfo; 26 import com.android.inputmethod.latin.define.ProductionFlag; 27 28 import java.io.IOException; 29 import java.util.ArrayList; 30 import java.util.Arrays; 31 import java.util.List; 32 import java.util.regex.Pattern; 33 34 /** 35 * A group of log statements related to each other. 36 * 37 * A LogUnit is collection of LogStatements, each of which is generated by at a particular point 38 * in the code. (There is no LogStatement class; the data is stored across the instance variables 39 * here.) A single LogUnit's statements can correspond to all the calls made while in the same 40 * composing region, or all the calls between committing the last composing region, and the first 41 * character of the next composing region. 42 * 43 * Individual statements in a log may be marked as potentially private. If so, then they are only 44 * published to a ResearchLog if the ResearchLogger determines that publishing the entire LogUnit 45 * will not violate the user's privacy. Checks for this may include whether other LogUnits have 46 * been published recently, or whether the LogUnit contains numbers, etc. 47 */ 48 public class LogUnit { 49 private static final String TAG = LogUnit.class.getSimpleName(); 50 private static final boolean DEBUG = false 51 && ProductionFlag.USES_DEVELOPMENT_ONLY_DIAGNOSTICS_DEBUG; 52 53 private static final Pattern WHITESPACE_PATTERN = Pattern.compile("\\s+"); 54 private static final String[] EMPTY_STRING_ARRAY = new String[0]; 55 56 private final ArrayList<LogStatement> mLogStatementList; 57 private final ArrayList<Object[]> mValuesList; 58 // Assume that mTimeList is sorted in increasing order. Do not insert null values into 59 // mTimeList. 60 private final ArrayList<Long> mTimeList; 61 // Words that this LogUnit generates. Should be null if the data in the LogUnit does not 62 // generate a genuine word (i.e. separators alone do not count as a word). Should never be 63 // empty. Note that if the user types spaces explicitly, then normally mWords should contain 64 // only a single word; it will only contain space-separate multiple words if the user does not 65 // enter a space, and the system enters one automatically. 66 private String mWords; 67 private String[] mWordArray = EMPTY_STRING_ARRAY; 68 private boolean mMayContainDigit; 69 private boolean mIsPartOfMegaword; 70 private boolean mContainsUserDeletions; 71 72 // mCorrectionType indicates whether the word was corrected at all, and if so, the nature of the 73 // correction. 74 private int mCorrectionType; 75 // LogUnits start in this state. If a word is entered without being corrected, it will have 76 // this CorrectiontType. 77 public static final int CORRECTIONTYPE_NO_CORRECTION = 0; 78 // The LogUnit was corrected manually by the user in an unspecified way. 79 public static final int CORRECTIONTYPE_CORRECTION = 1; 80 // The LogUnit was corrected manually by the user to a word not in the list of suggestions of 81 // the first word typed here. (Note: this is a heuristic value, it may be incorrect, for 82 // example, if the user repositions the cursor). 83 public static final int CORRECTIONTYPE_DIFFERENT_WORD = 2; 84 // The LogUnit was corrected manually by the user to a word that was in the list of suggestions 85 // of the first word typed here. (Again, a heuristic). It is probably a typo correction. 86 public static final int CORRECTIONTYPE_TYPO = 3; 87 // TODO: Rather than just tracking the current state, keep a historical record of the LogUnit's 88 // state and statistics. This should include how many times it has been corrected, whether 89 // other LogUnit edits were done between edits to this LogUnit, etc. Also track when a LogUnit 90 // previously contained a word, but was corrected to empty (because it was deleted, and there is 91 // no known replacement). 92 93 private SuggestedWords mSuggestedWords; 94 95 public LogUnit() { 96 mLogStatementList = new ArrayList<LogStatement>(); 97 mValuesList = new ArrayList<Object[]>(); 98 mTimeList = new ArrayList<Long>(); 99 mIsPartOfMegaword = false; 100 mCorrectionType = CORRECTIONTYPE_NO_CORRECTION; 101 mSuggestedWords = null; 102 } 103 104 private LogUnit(final ArrayList<LogStatement> logStatementList, 105 final ArrayList<Object[]> valuesList, 106 final ArrayList<Long> timeList, 107 final boolean isPartOfMegaword) { 108 mLogStatementList = logStatementList; 109 mValuesList = valuesList; 110 mTimeList = timeList; 111 mIsPartOfMegaword = isPartOfMegaword; 112 mCorrectionType = CORRECTIONTYPE_NO_CORRECTION; 113 mSuggestedWords = null; 114 } 115 116 private static final Object[] NULL_VALUES = new Object[0]; 117 /** 118 * Adds a new log statement. The time parameter in successive calls to this method must be 119 * monotonically increasing, or splitByTime() will not work. 120 */ 121 public void addLogStatement(final LogStatement logStatement, final long time, 122 Object... values) { 123 if (values == null) { 124 values = NULL_VALUES; 125 } 126 mLogStatementList.add(logStatement); 127 mValuesList.add(values); 128 mTimeList.add(time); 129 } 130 131 /** 132 * Publish the contents of this LogUnit to {@code researchLog}. 133 * 134 * For each publishable {@code LogStatement}, invoke {@link LogStatement#outputToLocked}. 135 * 136 * @param researchLog where to publish the contents of this {@code LogUnit} 137 * @param canIncludePrivateData whether the private data in this {@code LogUnit} should be 138 * included 139 * 140 * @throws IOException if publication to the log file is not possible 141 */ 142 public synchronized void publishTo(final ResearchLog researchLog, 143 final boolean canIncludePrivateData) throws IOException { 144 // Write out any logStatement that passes the privacy filter. 145 final int size = mLogStatementList.size(); 146 if (size != 0) { 147 // Note that jsonWriter is only set to a non-null value if the logUnit start text is 148 // output and at least one logStatement is output. 149 JsonWriter jsonWriter = researchLog.getInitializedJsonWriterLocked(); 150 outputLogUnitStart(jsonWriter, canIncludePrivateData); 151 for (int i = 0; i < size; i++) { 152 final LogStatement logStatement = mLogStatementList.get(i); 153 if (!canIncludePrivateData && logStatement.isPotentiallyPrivate()) { 154 continue; 155 } 156 if (mIsPartOfMegaword && logStatement.isPotentiallyRevealing()) { 157 continue; 158 } 159 logStatement.outputToLocked(jsonWriter, mTimeList.get(i), mValuesList.get(i)); 160 } 161 outputLogUnitStop(jsonWriter); 162 } 163 } 164 165 private static final String WORD_KEY = "_wo"; 166 private static final String NUM_WORDS_KEY = "_nw"; 167 private static final String CORRECTION_TYPE_KEY = "_corType"; 168 private static final String LOG_UNIT_BEGIN_KEY = "logUnitStart"; 169 private static final String LOG_UNIT_END_KEY = "logUnitEnd"; 170 171 final LogStatement LOGSTATEMENT_LOG_UNIT_BEGIN_WITH_PRIVATE_DATA = 172 new LogStatement(LOG_UNIT_BEGIN_KEY, false /* isPotentiallyPrivate */, 173 false /* isPotentiallyRevealing */, WORD_KEY, CORRECTION_TYPE_KEY, 174 NUM_WORDS_KEY); 175 final LogStatement LOGSTATEMENT_LOG_UNIT_BEGIN_WITHOUT_PRIVATE_DATA = 176 new LogStatement(LOG_UNIT_BEGIN_KEY, false /* isPotentiallyPrivate */, 177 false /* isPotentiallyRevealing */, NUM_WORDS_KEY); 178 private void outputLogUnitStart(final JsonWriter jsonWriter, 179 final boolean canIncludePrivateData) { 180 final LogStatement logStatement; 181 if (canIncludePrivateData) { 182 LOGSTATEMENT_LOG_UNIT_BEGIN_WITH_PRIVATE_DATA.outputToLocked(jsonWriter, 183 SystemClock.uptimeMillis(), getWordsAsString(), getCorrectionType(), 184 getNumWords()); 185 } else { 186 LOGSTATEMENT_LOG_UNIT_BEGIN_WITHOUT_PRIVATE_DATA.outputToLocked(jsonWriter, 187 SystemClock.uptimeMillis(), getNumWords()); 188 } 189 } 190 191 final LogStatement LOGSTATEMENT_LOG_UNIT_END = 192 new LogStatement(LOG_UNIT_END_KEY, false /* isPotentiallyPrivate */, 193 false /* isPotentiallyRevealing */); 194 private void outputLogUnitStop(final JsonWriter jsonWriter) { 195 LOGSTATEMENT_LOG_UNIT_END.outputToLocked(jsonWriter, SystemClock.uptimeMillis()); 196 } 197 198 /** 199 * Mark the current logUnit as containing data to generate {@code newWords}. 200 * 201 * If {@code setWord()} was previously called for this LogUnit, then the method will try to 202 * determine what kind of correction it is, and update its internal state of the correctionType 203 * accordingly. 204 * 205 * @param newWords The words this LogUnit generates. Caller should not pass null or the empty 206 * string. 207 */ 208 public void setWords(final String newWords) { 209 if (hasOneOrMoreWords()) { 210 // The word was already set once, and it is now being changed. See if the new word 211 // is close to the old word. If so, then the change is probably a typo correction. 212 // If not, the user may have decided to enter a different word, so flag it. 213 if (mSuggestedWords != null) { 214 if (isInSuggestedWords(newWords, mSuggestedWords)) { 215 mCorrectionType = CORRECTIONTYPE_TYPO; 216 } else { 217 mCorrectionType = CORRECTIONTYPE_DIFFERENT_WORD; 218 } 219 } else { 220 // No suggested words, so it's not clear whether it's a typo or different word. 221 // Mark it as a generic correction. 222 mCorrectionType = CORRECTIONTYPE_CORRECTION; 223 } 224 } else { 225 mCorrectionType = CORRECTIONTYPE_NO_CORRECTION; 226 } 227 mWords = newWords; 228 229 // Update mWordArray 230 mWordArray = (TextUtils.isEmpty(mWords)) ? EMPTY_STRING_ARRAY 231 : WHITESPACE_PATTERN.split(mWords); 232 if (mWordArray.length > 0 && TextUtils.isEmpty(mWordArray[0])) { 233 // Empty string at beginning of array. Must have been whitespace at the start of the 234 // word. Remove the empty string. 235 mWordArray = Arrays.copyOfRange(mWordArray, 1, mWordArray.length); 236 } 237 } 238 239 public String getWordsAsString() { 240 return mWords; 241 } 242 243 /** 244 * Retuns the words generated by the data in this LogUnit. 245 * 246 * The first word may be an empty string, if the data in the LogUnit started by generating 247 * whitespace. 248 * 249 * @return the array of words. an empty list of there are no words associated with this LogUnit. 250 */ 251 public String[] getWordsAsStringArray() { 252 return mWordArray; 253 } 254 255 public boolean hasOneOrMoreWords() { 256 return mWordArray.length >= 1; 257 } 258 259 public int getNumWords() { 260 return mWordArray.length; 261 } 262 263 // TODO: Refactor to eliminate getter/setters 264 public void setMayContainDigit() { 265 mMayContainDigit = true; 266 } 267 268 // TODO: Refactor to eliminate getter/setters 269 public boolean mayContainDigit() { 270 return mMayContainDigit; 271 } 272 273 // TODO: Refactor to eliminate getter/setters 274 public void setContainsUserDeletions() { 275 mContainsUserDeletions = true; 276 } 277 278 // TODO: Refactor to eliminate getter/setters 279 public boolean containsUserDeletions() { 280 return mContainsUserDeletions; 281 } 282 283 // TODO: Refactor to eliminate getter/setters 284 public void setCorrectionType(final int correctionType) { 285 mCorrectionType = correctionType; 286 } 287 288 // TODO: Refactor to eliminate getter/setters 289 public int getCorrectionType() { 290 return mCorrectionType; 291 } 292 293 public boolean isEmpty() { 294 return mLogStatementList.isEmpty(); 295 } 296 297 /** 298 * Split this logUnit, with all events before maxTime staying in the current logUnit, and all 299 * events after maxTime going into a new LogUnit that is returned. 300 */ 301 public LogUnit splitByTime(final long maxTime) { 302 // Assume that mTimeList is in sorted order. 303 final int length = mTimeList.size(); 304 // TODO: find time by binary search, e.g. using Collections#binarySearch() 305 for (int index = 0; index < length; index++) { 306 if (mTimeList.get(index) > maxTime) { 307 final List<LogStatement> laterLogStatements = 308 mLogStatementList.subList(index, length); 309 final List<Object[]> laterValues = mValuesList.subList(index, length); 310 final List<Long> laterTimes = mTimeList.subList(index, length); 311 312 // Create the LogUnit containing the later logStatements and associated data. 313 final LogUnit newLogUnit = new LogUnit( 314 new ArrayList<LogStatement>(laterLogStatements), 315 new ArrayList<Object[]>(laterValues), 316 new ArrayList<Long>(laterTimes), 317 true /* isPartOfMegaword */); 318 newLogUnit.mWords = null; 319 newLogUnit.mMayContainDigit = mMayContainDigit; 320 newLogUnit.mContainsUserDeletions = mContainsUserDeletions; 321 322 // Purge the logStatements and associated data from this LogUnit. 323 laterLogStatements.clear(); 324 laterValues.clear(); 325 laterTimes.clear(); 326 mIsPartOfMegaword = true; 327 328 return newLogUnit; 329 } 330 } 331 return new LogUnit(); 332 } 333 334 public void append(final LogUnit logUnit) { 335 mLogStatementList.addAll(logUnit.mLogStatementList); 336 mValuesList.addAll(logUnit.mValuesList); 337 mTimeList.addAll(logUnit.mTimeList); 338 mWords = null; 339 if (logUnit.mWords != null) { 340 setWords(logUnit.mWords); 341 } 342 mMayContainDigit = mMayContainDigit || logUnit.mMayContainDigit; 343 mContainsUserDeletions = mContainsUserDeletions || logUnit.mContainsUserDeletions; 344 mIsPartOfMegaword = false; 345 } 346 347 public SuggestedWords getSuggestions() { 348 return mSuggestedWords; 349 } 350 351 /** 352 * Initialize the suggestions. 353 * 354 * Once set to a non-null value, the suggestions may not be changed again. This is to keep 355 * track of the list of words that are close to the user's initial effort to type the word. 356 * Only words that are close to the initial effort are considered typo corrections. 357 */ 358 public void initializeSuggestions(final SuggestedWords suggestedWords) { 359 if (mSuggestedWords == null) { 360 mSuggestedWords = suggestedWords; 361 } 362 } 363 364 private static boolean isInSuggestedWords(final String queryWord, 365 final SuggestedWords suggestedWords) { 366 if (TextUtils.isEmpty(queryWord)) { 367 return false; 368 } 369 final int size = suggestedWords.size(); 370 for (int i = 0; i < size; i++) { 371 final SuggestedWordInfo wordInfo = suggestedWords.getInfo(i); 372 if (queryWord.equals(wordInfo.mWord)) { 373 return true; 374 } 375 } 376 return false; 377 } 378 379 /** 380 * Remove data associated with selecting the Research button. 381 * 382 * A LogUnit will capture all user interactions with the IME, including the "meta-interactions" 383 * of using the Research button to control the logging (e.g. by starting and stopping recording 384 * of a test case). Because meta-interactions should not be part of the normal log, calling 385 * this method will set a field in the LogStatements of the motion events to indiciate that 386 * they should be disregarded. 387 * 388 * This implementation assumes that the data recorded by the meta-interaction takes the 389 * form of all events following the first MotionEvent.ACTION_DOWN before the first long-press 390 * before the last onCodeEvent containing a code matching {@code LogStatement.VALUE_RESEARCH}. 391 * 392 * @returns true if data was removed 393 */ 394 public boolean removeResearchButtonInvocation() { 395 // This method is designed to be idempotent. 396 397 // First, find last invocation of "research" key 398 final int indexOfLastResearchKey = findLastIndexContainingKeyValue( 399 LogStatement.TYPE_POINTER_TRACKER_CALL_LISTENER_ON_CODE_INPUT, 400 LogStatement.KEY_CODE, LogStatement.VALUE_RESEARCH); 401 if (indexOfLastResearchKey < 0) { 402 // Could not find invocation of "research" key. Leave log as is. 403 if (DEBUG) { 404 Log.d(TAG, "Could not find research key"); 405 } 406 return false; 407 } 408 409 // Look for the long press that started the invocation of the research key code input. 410 final int indexOfLastLongPressBeforeResearchKey = 411 findLastIndexBefore(LogStatement.TYPE_MAIN_KEYBOARD_VIEW_ON_LONG_PRESS, 412 indexOfLastResearchKey); 413 414 // Look for DOWN event preceding the long press 415 final int indexOfLastDownEventBeforeLongPress = 416 findLastIndexContainingKeyValueBefore(LogStatement.TYPE_MOTION_EVENT, 417 LogStatement.ACTION, LogStatement.VALUE_DOWN, 418 indexOfLastLongPressBeforeResearchKey); 419 420 // Flag all LatinKeyboardViewProcessMotionEvents from the DOWN event to the research key as 421 // logging-related 422 final int startingIndex = indexOfLastDownEventBeforeLongPress == -1 ? 0 423 : indexOfLastDownEventBeforeLongPress; 424 for (int index = startingIndex; index < indexOfLastResearchKey; index++) { 425 final LogStatement logStatement = mLogStatementList.get(index); 426 final String type = logStatement.getType(); 427 final Object[] values = mValuesList.get(index); 428 if (type.equals(LogStatement.TYPE_MOTION_EVENT)) { 429 logStatement.setValue(LogStatement.KEY_IS_LOGGING_RELATED, values, true); 430 } 431 } 432 return true; 433 } 434 435 /** 436 * Find the index of the last LogStatement before {@code startingIndex} of type {@code type}. 437 * 438 * @param queryType a String that must be {@code String.equals()} to the LogStatement type 439 * @param startingIndex the index to start the backward search from. Must be less than the 440 * length of mLogStatementList, or an IndexOutOfBoundsException is thrown. Can be negative, 441 * in which case -1 is returned. 442 * 443 * @return The index of the last LogStatement, -1 if none exists. 444 */ 445 private int findLastIndexBefore(final String queryType, final int startingIndex) { 446 return findLastIndexContainingKeyValueBefore(queryType, null, null, startingIndex); 447 } 448 449 /** 450 * Find the index of the last LogStatement before {@code startingIndex} of type {@code type} 451 * containing the given key-value pair. 452 * 453 * @param queryType a String that must be {@code String.equals()} to the LogStatement type 454 * @param queryKey a String that must be {@code String.equals()} to a key in the LogStatement 455 * @param queryValue an Object that must be {@code String.equals()} to the key's corresponding 456 * value 457 * 458 * @return The index of the last LogStatement, -1 if none exists. 459 */ 460 private int findLastIndexContainingKeyValue(final String queryType, final String queryKey, 461 final Object queryValue) { 462 return findLastIndexContainingKeyValueBefore(queryType, queryKey, queryValue, 463 mLogStatementList.size() - 1); 464 } 465 466 /** 467 * Find the index of the last LogStatement before {@code startingIndex} of type {@code type} 468 * containing the given key-value pair. 469 * 470 * @param queryType a String that must be {@code String.equals()} to the LogStatement type 471 * @param queryKey a String that must be {@code String.equals()} to a key in the LogStatement 472 * @param queryValue an Object that must be {@code String.equals()} to the key's corresponding 473 * value 474 * @param startingIndex the index to start the backward search from. Must be less than the 475 * length of mLogStatementList, or an IndexOutOfBoundsException is thrown. Can be negative, 476 * in which case -1 is returned. 477 * 478 * @return The index of the last LogStatement, -1 if none exists. 479 */ 480 private int findLastIndexContainingKeyValueBefore(final String queryType, final String queryKey, 481 final Object queryValue, final int startingIndex) { 482 if (startingIndex < 0) { 483 return -1; 484 } 485 for (int index = startingIndex; index >= 0; index--) { 486 final LogStatement logStatement = mLogStatementList.get(index); 487 final String type = logStatement.getType(); 488 if (type.equals(queryType) && (queryKey == null 489 || logStatement.containsKeyValuePair(queryKey, queryValue, 490 mValuesList.get(index)))) { 491 return index; 492 } 493 } 494 return -1; 495 } 496 } 497