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-rw-r--r--java/src/com/android/inputmethod/research/ResearchLogger.java253
1 files changed, 182 insertions, 71 deletions
diff --git a/java/src/com/android/inputmethod/research/ResearchLogger.java b/java/src/com/android/inputmethod/research/ResearchLogger.java
index 8b8ea21e9..aa4a866b8 100644
--- a/java/src/com/android/inputmethod/research/ResearchLogger.java
+++ b/java/src/com/android/inputmethod/research/ResearchLogger.java
@@ -83,6 +83,8 @@ import java.util.List;
import java.util.Random;
import java.util.regex.Pattern;
+// TODO: Add a unit test for every "logging" method (i.e. that is called from the IME and calls
+// enqueueEvent to record a LogStatement).
/**
* Logs the use of the LatinIME keyboard.
*
@@ -194,10 +196,17 @@ public class ResearchLogger implements SharedPreferences.OnSharedPreferenceChang
// gesture, and when committing the earlier word, split the LogUnit.
private long mSavedDownEventTime;
private Bundle mFeedbackDialogBundle = null;
+ // Whether the feedback dialog is visible, and the user is typing into it. Normal logging is
+ // not performed on text that the user types into the feedback dialog.
private boolean mInFeedbackDialog = false;
private Handler mUserRecordingTimeoutHandler;
private static final long USER_RECORDING_TIMEOUT_MS = 30L * DateUtils.SECOND_IN_MILLIS;
+ // Stores a temporary LogUnit while generating a phantom space. Needed because phantom spaces
+ // are issued out-of-order, immediately before the characters generated by other operations that
+ // have already outputted LogStatements.
+ private LogUnit mPhantomSpaceLogUnit = null;
+
private ResearchLogger() {
mStatistics = Statistics.getInstance();
}
@@ -253,14 +262,14 @@ public class ResearchLogger implements SharedPreferences.OnSharedPreferenceChang
if (DEBUG) {
final String wordsString = logUnit.getWordsAsString();
Log.d(TAG, "onPublish: '" + wordsString
- + "', hc: " + logUnit.containsCorrection()
+ + "', hc: " + logUnit.containsUserDeletions()
+ ", cipd: " + canIncludePrivateData);
}
for (final String word : logUnit.getWordsAsStringArray()) {
final Dictionary dictionary = getDictionary();
mStatistics.recordWordEntered(
dictionary != null && dictionary.isValidWord(word),
- logUnit.containsCorrection());
+ logUnit.containsUserDeletions());
}
}
publishLogUnits(logUnits, mMainResearchLog, canIncludePrivateData);
@@ -650,7 +659,7 @@ public class ResearchLogger implements SharedPreferences.OnSharedPreferenceChang
feedbackLogUnit.addLogStatement(LOGSTATEMENT_FEEDBACK, SystemClock.uptimeMillis(),
feedbackContents, accountName, recording);
- final ResearchLog feedbackLog = new ResearchLog(mResearchLogDirectory.getLogFilePath(
+ final ResearchLog feedbackLog = new FeedbackLog(mResearchLogDirectory.getLogFilePath(
System.currentTimeMillis(), System.nanoTime()), mLatinIME);
final LogBuffer feedbackLogBuffer = new LogBuffer();
feedbackLogBuffer.shiftIn(feedbackLogUnit);
@@ -713,8 +722,28 @@ public class ResearchLogger implements SharedPreferences.OnSharedPreferenceChang
mIsPasswordView = isPasswordView;
}
- private boolean isAllowedToLog() {
- return !mIsPasswordView && sIsLogging && !mInFeedbackDialog;
+ /**
+ * Returns true if logging is permitted.
+ *
+ * This method is called when adding a LogStatement to a LogUnit, and when adding a LogUnit to a
+ * ResearchLog. It is checked in both places in case conditions change between these times, and
+ * as a defensive measure in case refactoring changes the logging pipeline.
+ */
+ private boolean isAllowedToLogTo(final ResearchLog researchLog) {
+ // Logging is never allowed in these circumstances
+ if (mIsPasswordView) return false;
+ if (!sIsLogging) return false;
+ if (mInFeedbackDialog) {
+ // The FeedbackDialog is up. Normal logging should not happen (the user might be trying
+ // out things while the dialog is up, and their reporting of an issue may not be
+ // representative of what they normally type). However, after the user has finished
+ // entering their feedback, the logger packs their comments and an encoded version of
+ // any demonstration of the issue into a special "FeedbackLog". So if the FeedbackLog
+ // is the destination, we do want to allow logging to it.
+ return researchLog.isFeedbackLog();
+ }
+ // No other exclusions. Logging is permitted.
+ return true;
}
public void requestIndicatorRedraw() {
@@ -747,7 +776,7 @@ public class ResearchLogger implements SharedPreferences.OnSharedPreferenceChang
// and remove this method.
// The check for MainKeyboardView ensures that the indicator only decorates the main
// keyboard, not every keyboard.
- if (IS_SHOWING_INDICATOR && (isAllowedToLog() || isReplaying())
+ if (IS_SHOWING_INDICATOR && (isAllowedToLogTo(mMainResearchLog) || isReplaying())
&& view instanceof MainKeyboardView) {
final int savedColor = paint.getColor();
paint.setColor(getIndicatorColor());
@@ -782,7 +811,7 @@ public class ResearchLogger implements SharedPreferences.OnSharedPreferenceChang
private synchronized void enqueueEvent(final LogUnit logUnit, final LogStatement logStatement,
final Object... values) {
assert values.length == logStatement.getKeys().length;
- if (isAllowedToLog() && logUnit != null) {
+ if (isAllowedToLogTo(mMainResearchLog) && logUnit != null) {
final long time = SystemClock.uptimeMillis();
logUnit.addLogStatement(logStatement, time, values);
}
@@ -792,8 +821,8 @@ public class ResearchLogger implements SharedPreferences.OnSharedPreferenceChang
mCurrentLogUnit.setMayContainDigit();
}
- private void setCurrentLogUnitContainsCorrection() {
- mCurrentLogUnit.setContainsCorrection();
+ private void setCurrentLogUnitContainsUserDeletions() {
+ mCurrentLogUnit.setContainsUserDeletions();
}
private void setCurrentLogUnitCorrectionType(final int correctionType) {
@@ -825,20 +854,22 @@ public class ResearchLogger implements SharedPreferences.OnSharedPreferenceChang
// The user has deleted this word and returned to the previous. Check that the word in the
// logUnit matches the expected word. If so, restore the last log unit committed to be the
// current logUnit. I.e., pull out the last LogUnit from all the LogBuffers, and make
- // restore it to mCurrentLogUnit so the new edits are captured with the word. Optionally
- // dump the contents of mCurrentLogUnit (useful if they contain deletions of the next word
- // that should not be reported to protect user privacy)
+ // it the mCurrentLogUnit so the new edits are captured with the word. Optionally dump the
+ // contents of mCurrentLogUnit (useful if they contain deletions of the next word that
+ // should not be reported to protect user privacy)
//
// Note that we don't use mLastLogUnit here, because it only goes one word back and is only
// needed for reverts, which only happen one back.
final LogUnit oldLogUnit = mMainLogBuffer.peekLastLogUnit();
- // Check that expected word matches.
+ // Check that expected word matches. It's ok if both strings are null, because this is the
+ // case where the LogUnit is storing a non-word, e.g. a separator.
if (oldLogUnit != null) {
+ // Because the word is stored in the LogUnit with digits scrubbed, the comparison must
+ // be made on a scrubbed version of the expectedWord as well.
+ final String scrubbedExpectedWord = scrubDigitsFromString(expectedWord);
final String oldLogUnitWords = oldLogUnit.getWordsAsString();
- if (oldLogUnitWords != null && !oldLogUnitWords.equals(expectedWord)) {
- return;
- }
+ if (!TextUtils.equals(scrubbedExpectedWord, oldLogUnitWords)) return;
}
// Uncommit, merging if necessary.
@@ -881,7 +912,7 @@ public class ResearchLogger implements SharedPreferences.OnSharedPreferenceChang
final ResearchLog researchLog, final boolean canIncludePrivateData) {
final LogUnit openingLogUnit = new LogUnit();
if (logUnits.isEmpty()) return;
- if (!isAllowedToLog()) return;
+ if (!isAllowedToLogTo(researchLog)) return;
// LogUnits not containing private data, such as contextual data for the log, do not require
// logSegment boundary statements.
if (canIncludePrivateData) {
@@ -893,7 +924,7 @@ public class ResearchLogger implements SharedPreferences.OnSharedPreferenceChang
if (DEBUG) {
Log.d(TAG, "publishLogBuffer: " + (logUnit.hasOneOrMoreWords()
? logUnit.getWordsAsString() : "<wordless>")
- + ", correction?: " + logUnit.containsCorrection());
+ + ", correction?: " + logUnit.containsUserDeletions());
}
researchLog.publish(logUnit, canIncludePrivateData);
}
@@ -954,7 +985,8 @@ public class ResearchLogger implements SharedPreferences.OnSharedPreferenceChang
return Character.isDigit(codePoint) ? DIGIT_REPLACEMENT_CODEPOINT : codePoint;
}
- /* package for test */ static String scrubDigitsFromString(String s) {
+ /* package for test */ static String scrubDigitsFromString(final String s) {
+ if (s == null) return null;
StringBuilder sb = null;
final int length = s.length();
for (int i = 0; i < length; i = s.offsetByCodePoints(i, 1)) {
@@ -1247,6 +1279,16 @@ public class ResearchLogger implements SharedPreferences.OnSharedPreferenceChang
}
/**
+ * Log a revert of onTextInput() (known in the IME as "EnteredText").
+ *
+ * SystemResponse: Remove the LogUnit recording the textInput
+ */
+ public static void latinIME_handleBackspace_cancelTextInput(final String text) {
+ final ResearchLogger researchLogger = getInstance();
+ researchLogger.uncommitCurrentLogUnit(text, true /* dumpCurrentLogUnit */);
+ }
+
+ /**
* Log a call to LatinIME.pickSuggestionManually().
*
* UserAction: The user has chosen a specific word from the suggestion strip.
@@ -1259,7 +1301,7 @@ public class ResearchLogger implements SharedPreferences.OnSharedPreferenceChang
final ResearchLogger researchLogger = getInstance();
if (!replacedWord.equals(suggestion.toString())) {
// The user chose something other than what was already there.
- researchLogger.setCurrentLogUnitContainsCorrection();
+ researchLogger.setCurrentLogUnitContainsUserDeletions();
researchLogger.setCurrentLogUnitCorrectionType(LogUnit.CORRECTIONTYPE_TYPO);
}
final String scrubbedWord = scrubDigitsFromString(suggestion);
@@ -1291,17 +1333,32 @@ public class ResearchLogger implements SharedPreferences.OnSharedPreferenceChang
/**
* Log a call to LatinIME.sendKeyCodePoint().
*
- * SystemResponse: The IME is inserting text into the TextView for numbers, fixed strings, or
- * some other unusual mechanism.
+ * SystemResponse: The IME is inserting text into the TextView for non-word-constituent,
+ * strings (separators, numbers, other symbols).
*/
private static final LogStatement LOGSTATEMENT_LATINIME_SENDKEYCODEPOINT =
new LogStatement("LatinIMESendKeyCodePoint", true, false, "code");
public static void latinIME_sendKeyCodePoint(final int code) {
final ResearchLogger researchLogger = getInstance();
- researchLogger.enqueueEvent(LOGSTATEMENT_LATINIME_SENDKEYCODEPOINT,
- Constants.printableCode(scrubDigitFromCodePoint(code)));
- if (Character.isDigit(code)) {
- researchLogger.setCurrentLogUnitContainsDigitFlag();
+ final LogUnit phantomSpaceLogUnit = researchLogger.mPhantomSpaceLogUnit;
+ if (phantomSpaceLogUnit == null) {
+ researchLogger.enqueueEvent(LOGSTATEMENT_LATINIME_SENDKEYCODEPOINT,
+ Constants.printableCode(scrubDigitFromCodePoint(code)));
+ if (Character.isDigit(code)) {
+ researchLogger.setCurrentLogUnitContainsDigitFlag();
+ }
+ researchLogger.commitCurrentLogUnit();
+ } else {
+ researchLogger.enqueueEvent(phantomSpaceLogUnit, LOGSTATEMENT_LATINIME_SENDKEYCODEPOINT,
+ Constants.printableCode(scrubDigitFromCodePoint(code)));
+ if (Character.isDigit(code)) {
+ phantomSpaceLogUnit.setMayContainDigit();
+ }
+ researchLogger.mMainLogBuffer.shiftIn(phantomSpaceLogUnit);
+ if (researchLogger.mUserRecordingLogBuffer != null) {
+ researchLogger.mUserRecordingLogBuffer.shiftIn(phantomSpaceLogUnit);
+ }
+ researchLogger.mPhantomSpaceLogUnit = null;
}
}
@@ -1311,12 +1368,18 @@ public class ResearchLogger implements SharedPreferences.OnSharedPreferenceChang
* SystemResponse: The IME is inserting a real space in place of a phantom space.
*/
private static final LogStatement LOGSTATEMENT_LATINIME_PROMOTEPHANTOMSPACE =
- new LogStatement("LatinIMEPromotPhantomSpace", false, false);
+ new LogStatement("LatinIMEPromotePhantomSpace", false, false);
public static void latinIME_promotePhantomSpace() {
+ // A phantom space is always added before the text that triggered it. The triggering text
+ // and the events that created it will be in mCurrentLogUnit, but the phantom space should
+ // be in its own LogUnit, committed before the triggering text. Although it is created
+ // here, it is not added to the LogBuffer until the following call to
+ // latinIME_sendKeyCodePoint, because SENDKEYCODEPOINT LogStatement also must go into that
+ // LogUnit.
final ResearchLogger researchLogger = getInstance();
- final LogUnit logUnit;
- logUnit = researchLogger.mMainLogBuffer.peekLastLogUnit();
- researchLogger.enqueueEvent(logUnit, LOGSTATEMENT_LATINIME_PROMOTEPHANTOMSPACE);
+ researchLogger.mPhantomSpaceLogUnit = new LogUnit();
+ researchLogger.enqueueEvent(researchLogger.mPhantomSpaceLogUnit,
+ LOGSTATEMENT_LATINIME_PROMOTEPHANTOMSPACE);
}
/**
@@ -1402,23 +1465,40 @@ public class ResearchLogger implements SharedPreferences.OnSharedPreferenceChang
public static void latinIME_revertCommit(final String committedWord,
final String originallyTypedWord, final boolean isBatchMode,
final String separatorString) {
+ // TODO: Prioritize adding a unit test for this method (as it is especially complex)
+ // TODO: Update the UserRecording LogBuffer as well as the MainLogBuffer
final ResearchLogger researchLogger = getInstance();
- // TODO: Verify that mCurrentLogUnit has been restored and contains the reverted word.
- final LogUnit logUnit;
- logUnit = researchLogger.mMainLogBuffer.peekLastLogUnit();
- if (originallyTypedWord.length() > 0 && hasLetters(originallyTypedWord)) {
- if (logUnit != null) {
- logUnit.setWords(originallyTypedWord);
- }
- }
- researchLogger.enqueueEvent(logUnit != null ? logUnit : researchLogger.mCurrentLogUnit,
- LOGSTATEMENT_LATINIME_REVERTCOMMIT, committedWord, originallyTypedWord,
- separatorString);
- if (logUnit != null) {
- logUnit.setContainsCorrection();
+ //
+ // 1. Remove separator LogUnit
+ final LogUnit lastLogUnit = researchLogger.mMainLogBuffer.peekLastLogUnit();
+ // Check that we're not at the beginning of input
+ if (lastLogUnit == null) return;
+ // Check that we're after a separator
+ if (lastLogUnit.getWordsAsString() != null) return;
+ // Remove separator
+ final LogUnit separatorLogUnit = researchLogger.mMainLogBuffer.unshiftIn();
+
+ // 2. Add revert LogStatement
+ final LogUnit revertedLogUnit = researchLogger.mMainLogBuffer.peekLastLogUnit();
+ if (revertedLogUnit == null) return;
+ if (!revertedLogUnit.getWordsAsString().equals(scrubDigitsFromString(committedWord))) {
+ // Any word associated with the reverted LogUnit has already had its digits scrubbed, so
+ // any digits in the committedWord argument must also be scrubbed for an accurate
+ // comparison.
+ return;
}
+ researchLogger.enqueueEvent(revertedLogUnit, LOGSTATEMENT_LATINIME_REVERTCOMMIT,
+ committedWord, originallyTypedWord, separatorString);
+
+ // 3. Update the word associated with the LogUnit
+ revertedLogUnit.setWords(originallyTypedWord);
+ revertedLogUnit.setContainsUserDeletions();
+
+ // 4. Re-add the separator LogUnit
+ researchLogger.mMainLogBuffer.shiftIn(separatorLogUnit);
+
+ // 5. Record stats
researchLogger.mStatistics.recordRevertCommit(SystemClock.uptimeMillis());
- researchLogger.commitCurrentLogUnitAsWord(originallyTypedWord, Long.MAX_VALUE, isBatchMode);
}
/**
@@ -1528,7 +1608,12 @@ public class ResearchLogger implements SharedPreferences.OnSharedPreferenceChang
private static final LogStatement LOGSTATEMENT_RICHINPUTCONNECTION_REVERTDOUBLESPACEPERIOD =
new LogStatement("RichInputConnectionRevertDoubleSpacePeriod", false, false);
public static void richInputConnection_revertDoubleSpacePeriod() {
- getInstance().enqueueEvent(LOGSTATEMENT_RICHINPUTCONNECTION_REVERTDOUBLESPACEPERIOD);
+ final ResearchLogger researchLogger = getInstance();
+ // An extra LogUnit is added for the period; this is removed here because of the revert.
+ researchLogger.uncommitCurrentLogUnit(null, true /* dumpCurrentLogUnit */);
+ // TODO: This will probably be lost as the user backspaces further. Figure out how to put
+ // it into the right logUnit.
+ researchLogger.enqueueEvent(LOGSTATEMENT_RICHINPUTCONNECTION_REVERTDOUBLESPACEPERIOD);
}
/**
@@ -1571,25 +1656,6 @@ public class ResearchLogger implements SharedPreferences.OnSharedPreferenceChang
}
private boolean isExpectingCommitText = false;
- /**
- * Log a call to (UnknownClass).commitPartialText
- *
- * SystemResponse: The IME is committing part of a word. This happens if a space is
- * automatically inserted to split a single typed string into two or more words.
- */
- // TODO: This method is currently unused. Find where it should be called from in the IME and
- // add invocations.
- private static final LogStatement LOGSTATEMENT_COMMIT_PARTIAL_TEXT =
- new LogStatement("CommitPartialText", true, false, "newCursorPosition");
- public static void commitPartialText(final String committedWord,
- final long lastTimestampOfWordData, final boolean isBatchMode) {
- final ResearchLogger researchLogger = getInstance();
- final String scrubbedWord = scrubDigitsFromString(committedWord);
- researchLogger.enqueueEvent(LOGSTATEMENT_COMMIT_PARTIAL_TEXT);
- researchLogger.mStatistics.recordAutoCorrection(SystemClock.uptimeMillis());
- researchLogger.commitCurrentLogUnitAsWord(scrubbedWord, lastTimestampOfWordData,
- isBatchMode);
- }
/**
* Log a call to RichInputConnection.commitText().
@@ -1613,12 +1679,24 @@ public class ResearchLogger implements SharedPreferences.OnSharedPreferenceChang
}
/**
- * Shared event for logging committed text.
+ * Shared events for logging committed text.
+ *
+ * The "CommitTextEventHappened" LogStatement is written to the log even if privacy rules
+ * indicate that the word contents should not be logged. It has no contents, and only serves to
+ * record the event and thereby make it easier to calculate word-level statistics even when the
+ * word contents are unknown.
*/
private static final LogStatement LOGSTATEMENT_COMMITTEXT =
- new LogStatement("CommitText", true, false, "committedText", "isBatchMode");
+ new LogStatement("CommitText", true /* isPotentiallyPrivate */,
+ false /* isPotentiallyRevealing */, "committedText", "isBatchMode");
+ private static final LogStatement LOGSTATEMENT_COMMITTEXT_EVENT_HAPPENED =
+ new LogStatement("CommitTextEventHappened", false /* isPotentiallyPrivate */,
+ false /* isPotentiallyRevealing */);
private void enqueueCommitText(final String word, final boolean isBatchMode) {
+ // Event containing the word; will be published only if privacy checks pass
enqueueEvent(LOGSTATEMENT_COMMITTEXT, word, isBatchMode);
+ // Event not containing the word; will always be published
+ enqueueEvent(LOGSTATEMENT_COMMITTEXT_EVENT_HAPPENED);
}
/**
@@ -1766,17 +1844,26 @@ public class ResearchLogger implements SharedPreferences.OnSharedPreferenceChang
SystemClock.uptimeMillis());
}
+ private static final LogStatement LOGSTATEMENT_LATINIME_HANDLEBACKSPACE =
+ new LogStatement("LatinIMEHandleBackspace", true, false, "numCharacters");
/**
* Log a call to LatinIME.handleBackspace() that is not a batch delete.
*
* UserInput: The user is deleting one or more characters by hitting the backspace key once.
* The covers single character deletes as well as deleting selections.
+ *
+ * @param numCharacters how many characters the backspace operation deleted
+ * @param shouldUncommitLogUnit whether to uncommit the last {@code LogUnit} in the
+ * {@code LogBuffer}
*/
- private static final LogStatement LOGSTATEMENT_LATINIME_HANDLEBACKSPACE =
- new LogStatement("LatinIMEHandleBackspace", true, false, "numCharacters");
- public static void latinIME_handleBackspace(final int numCharacters) {
+ public static void latinIME_handleBackspace(final int numCharacters,
+ final boolean shouldUncommitLogUnit) {
final ResearchLogger researchLogger = getInstance();
researchLogger.enqueueEvent(LOGSTATEMENT_LATINIME_HANDLEBACKSPACE, numCharacters);
+ if (shouldUncommitLogUnit) {
+ ResearchLogger.getInstance().uncommitCurrentLogUnit(
+ null, true /* dumpCurrentLogUnit */);
+ }
}
/**
@@ -1794,6 +1881,8 @@ public class ResearchLogger implements SharedPreferences.OnSharedPreferenceChang
numCharacters);
researchLogger.mStatistics.recordGestureDelete(deletedText.length(),
SystemClock.uptimeMillis());
+ researchLogger.uncommitCurrentLogUnit(deletedText.toString(),
+ false /* dumpCurrentLogUnit */);
}
/**
@@ -1837,6 +1926,20 @@ public class ResearchLogger implements SharedPreferences.OnSharedPreferenceChang
}
/**
+ * Call this method when the logging system has attempted publication of an n-gram.
+ *
+ * Statistics are gathered about the success or failure.
+ *
+ * @param publishabilityResultCode a result code as defined by
+ * {@code MainLogBuffer.PUBLISHABILITY_*}
+ */
+ static void recordPublishabilityResultCode(final int publishabilityResultCode) {
+ final ResearchLogger researchLogger = getInstance();
+ final Statistics statistics = researchLogger.mStatistics;
+ statistics.recordPublishabilityResultCode(publishabilityResultCode);
+ }
+
+ /**
* Log statistics.
*
* ContextualData, recorded at the end of a session.
@@ -1848,7 +1951,11 @@ public class ResearchLogger implements SharedPreferences.OnSharedPreferenceChang
"averageTimeDuringRepeatedDelete", "averageTimeAfterDelete",
"dictionaryWordCount", "splitWordsCount", "gestureInputCount",
"gestureCharsCount", "gesturesDeletedCount", "manualSuggestionsCount",
- "revertCommitsCount", "correctedWordsCount", "autoCorrectionsCount");
+ "revertCommitsCount", "correctedWordsCount", "autoCorrectionsCount",
+ "publishableCount", "unpublishableStoppingCount",
+ "unpublishableIncorrectWordCount", "unpublishableSampledTooRecentlyCount",
+ "unpublishableDictionaryUnavailableCount", "unpublishableMayContainDigitCount",
+ "unpublishableNotInDictionaryCount");
private static void logStatistics() {
final ResearchLogger researchLogger = getInstance();
final Statistics statistics = researchLogger.mStatistics;
@@ -1863,6 +1970,10 @@ public class ResearchLogger implements SharedPreferences.OnSharedPreferenceChang
statistics.mGesturesInputCount, statistics.mGesturesCharsCount,
statistics.mGesturesDeletedCount, statistics.mManualSuggestionsCount,
statistics.mRevertCommitsCount, statistics.mCorrectedWordsCount,
- statistics.mAutoCorrectionsCount);
+ statistics.mAutoCorrectionsCount, statistics.mPublishableCount,
+ statistics.mUnpublishableStoppingCount, statistics.mUnpublishableIncorrectWordCount,
+ statistics.mUnpublishableSampledTooRecently,
+ statistics.mUnpublishableDictionaryUnavailable,
+ statistics.mUnpublishableMayContainDigit, statistics.mUnpublishableNotInDictionary);
}
}