Merge "refactor proximity info state" (7c7d7115) · Commits · e / os / android_packages_inputmethods_LatinIME

native/jni/src/proximity_info_params.cpp

+4 −0

Original line number	Diff line number	Diff line
		@@ -21,4 +21,8 @@ const int ProximityInfoParams::LOOKUP_RADIUS_PERCENTILE = 50;
		const int ProximityInfoParams::FIRST_POINT_TIME_OFFSET_MILLIS = 150;
		const int ProximityInfoParams::STRONG_DOUBLE_LETTER_TIME_MILLIS = 600;
		const int ProximityInfoParams::MIN_DOUBLE_LETTER_BEELINE_SPEED_PERCENTILE = 5;
		const int ProximityInfoParams::NORMALIZED_SQUARED_DISTANCE_SCALING_FACTOR_LOG_2 = 10;
		const int ProximityInfoParams::NORMALIZED_SQUARED_DISTANCE_SCALING_FACTOR =
		1 << NORMALIZED_SQUARED_DISTANCE_SCALING_FACTOR_LOG_2;
		const float ProximityInfoParams::NOT_A_DISTANCE_FLOAT = -1.0f;
		} // namespace latinime

native/jni/src/proximity_info_params.h

+3 −0

Original line number	Diff line number	Diff line
		@@ -27,8 +27,11 @@ class ProximityInfoParams {
		static const int FIRST_POINT_TIME_OFFSET_MILLIS;
		static const int STRONG_DOUBLE_LETTER_TIME_MILLIS;
		static const int MIN_DOUBLE_LETTER_BEELINE_SPEED_PERCENTILE;
		static const int NORMALIZED_SQUARED_DISTANCE_SCALING_FACTOR;
		static const float NOT_A_DISTANCE_FLOAT;
		private:
		DISALLOW_IMPLICIT_CONSTRUCTORS(ProximityInfoParams);
		static const int NORMALIZED_SQUARED_DISTANCE_SCALING_FACTOR_LOG_2;
		};
		} // namespace latinime
		#endif // LATINIME_PROXIMITY_INFO_PARAMS_H

native/jni/src/proximity_info_state.cpp

+33 −136

Original line number	Diff line number	Diff line
		@@ -27,10 +27,6 @@

		namespace latinime {

		const int ProximityInfoState::NORMALIZED_SQUARED_DISTANCE_SCALING_FACTOR_LOG_2 = 10;
		const int ProximityInfoState::NORMALIZED_SQUARED_DISTANCE_SCALING_FACTOR =
		1 << NORMALIZED_SQUARED_DISTANCE_SCALING_FACTOR_LOG_2;
		const float ProximityInfoState::NOT_A_DISTANCE_FLOAT = -1.0f;
		const int ProximityInfoState::NOT_A_CODE = -1;

		void ProximityInfoState::initInputParams(const int pointerId, const float maxPointToKeyLength,
		@@ -61,10 +57,10 @@ void ProximityInfoState::initInputParams(const int pointerId, const float maxPoi
		int pushTouchPointStartIndex = 0;
		int lastSavedInputSize = 0;
		mMaxPointToKeyLength = maxPointToKeyLength;
		if (mIsContinuationPossible && mInputIndice.size() > 1) {
		if (mIsContinuationPossible && mSampledInputIndice.size() > 1) {
		// Just update difference.
		// Two points prior is never skipped. Thus, we pop 2 input point data here.
		pushTouchPointStartIndex = mInputIndice[mInputIndice.size() - 2];
		pushTouchPointStartIndex = mSampledInputIndice[mSampledInputIndice.size() - 2];
		popInputData();
		popInputData();
		lastSavedInputSize = mSampledInputXs.size();
		@@ -72,9 +68,9 @@ void ProximityInfoState::initInputParams(const int pointerId, const float maxPoi
		// Clear all data.
		mSampledInputXs.clear();
		mSampledInputYs.clear();
		mTimes.clear();
		mInputIndice.clear();
		mLengthCache.clear();
		mSampledTimes.clear();
		mSampledInputIndice.clear();
		mSampledLengthCache.clear();
		mDistanceCache_G.clear();
		mNearKeysVector.clear();
		mSearchKeysVector.clear();
		@@ -93,56 +89,33 @@ void ProximityInfoState::initInputParams(const int pointerId, const float maxPoi
		mSampledInputSize = ProximityInfoStateUtils::updateTouchPoints(
		mProximityInfo->getMostCommonKeyWidth(), mProximityInfo, mMaxPointToKeyLength,
		mInputProximities, xCoordinates, yCoordinates, times, pointerIds, inputSize,
		isGeometric, pointerId, pushTouchPointStartIndex,
		&mSampledInputXs, &mSampledInputYs, &mTimes, &mLengthCache, &mInputIndice);
		isGeometric, pointerId, pushTouchPointStartIndex, &mSampledInputXs,
		&mSampledInputYs, &mSampledTimes, &mSampledLengthCache, &mSampledInputIndice);
		}

		if (mSampledInputSize > 0 && isGeometric) {
		mAverageSpeed = ProximityInfoStateUtils::refreshSpeedRates(
		inputSize, xCoordinates, yCoordinates, times, lastSavedInputSize,
		mSampledInputSize, &mSampledInputXs, &mSampledInputYs, &mTimes, &mLengthCache,
		&mInputIndice, &mSpeedRates, &mDirections);
		mSampledInputSize, &mSampledInputXs, &mSampledInputYs, &mSampledTimes,
		&mSampledLengthCache, &mSampledInputIndice, &mSpeedRates, &mDirections);
		ProximityInfoStateUtils::refreshBeelineSpeedRates(
		mProximityInfo->getMostCommonKeyWidth(), mAverageSpeed, inputSize,
		xCoordinates, yCoordinates, times, mSampledInputSize, &mSampledInputXs,
		&mSampledInputYs, &mInputIndice, &mBeelineSpeedPercentiles);
		}

		if (DEBUG_GEO_FULL) {
		for (int i = 0; i < mSampledInputSize; ++i) {
		AKLOGI("Sampled(%d): x = %d, y = %d, time = %d", i, mSampledInputXs[i],
		mSampledInputYs[i], mTimes[i]);
		}
		&mSampledInputYs, &mSampledInputIndice, &mBeelineSpeedPercentiles);
		}

		if (mSampledInputSize > 0) {
		const int keyCount = mProximityInfo->getKeyCount();
		mNearKeysVector.resize(mSampledInputSize);
		mSearchKeysVector.resize(mSampledInputSize);
		mDistanceCache_G.resize(mSampledInputSize * keyCount);
		for (int i = lastSavedInputSize; i < mSampledInputSize; ++i) {
		mNearKeysVector[i].reset();
		mSearchKeysVector[i].reset();
		static const float NEAR_KEY_NORMALIZED_SQUARED_THRESHOLD = 4.0f;
		for (int k = 0; k < keyCount; ++k) {
		const int index = i * keyCount + k;
		const int x = mSampledInputXs[i];
		const int y = mSampledInputYs[i];
		const float normalizedSquaredDistance =
		mProximityInfo->getNormalizedSquaredDistanceFromCenterFloatG(k, x, y);
		mDistanceCache_G[index] = normalizedSquaredDistance;
		if (normalizedSquaredDistance < NEAR_KEY_NORMALIZED_SQUARED_THRESHOLD) {
		mNearKeysVector[i][k] = true;
		}
		}
		}
		ProximityInfoStateUtils::initGeometricDistanceInfos(
		mProximityInfo, mProximityInfo->getKeyCount(),
		mSampledInputSize, lastSavedInputSize, &mSampledInputXs, &mSampledInputYs,
		&mNearKeysVector, &mSearchKeysVector, &mDistanceCache_G);
		if (isGeometric) {
		// updates probabilities of skipping or mapping each key for all points.
		ProximityInfoStateUtils::updateAlignPointProbabilities(
		mMaxPointToKeyLength, mProximityInfo->getMostCommonKeyWidth(),
		keyCount, lastSavedInputSize, mSampledInputSize, &mSampledInputXs,
		&mSampledInputYs, &mSpeedRates, &mLengthCache, &mDistanceCache_G,
		&mNearKeysVector, &mCharProbabilities);
		mProximityInfo->getKeyCount(), lastSavedInputSize, mSampledInputSize,
		&mSampledInputXs, &mSampledInputYs, &mSpeedRates, &mSampledLengthCache,
		&mDistanceCache_G, &mNearKeysVector, &mCharProbabilities);

		static const float READ_FORWORD_LENGTH_SCALE = 0.95f;
		const int readForwordLength = static_cast<int>(
		@@ -153,7 +126,7 @@ void ProximityInfoState::initInputParams(const int pointerId, const float maxPoi
		mSearchKeysVector[i].reset();
		}
		for (int j = max(i, lastSavedInputSize); j < mSampledInputSize; ++j) {
		if (mLengthCache[j] - mLengthCache[i] >= readForwordLength) {
		if (mSampledLengthCache[j] - mSampledLengthCache[i] >= readForwordLength) {
		break;
		}
		mSearchKeysVector[i] \|= mNearKeysVector[j];
		@@ -163,32 +136,9 @@ void ProximityInfoState::initInputParams(const int pointerId, const float maxPoi
		}

		if (DEBUG_SAMPLING_POINTS) {
		std::stringstream originalX, originalY, sampledX, sampledY;
		for (int i = 0; i < inputSize; ++i) {
		originalX << xCoordinates[i];
		originalY << yCoordinates[i];
		if (i != inputSize - 1) {
		originalX << ";";
		originalY << ";";
		}
		}
		AKLOGI("===== sampled points =====");
		for (int i = 0; i < mSampledInputSize; ++i) {
		if (isGeometric) {
		AKLOGI("%d: x = %d, y = %d, time = %d, relative speed = %.4f, beeline speed = %d",
		i, mSampledInputXs[i], mSampledInputYs[i], mTimes[i], mSpeedRates[i],
		getBeelineSpeedPercentile(i));
		}
		sampledX << mSampledInputXs[i];
		sampledY << mSampledInputYs[i];
		if (i != mSampledInputSize - 1) {
		sampledX << ";";
		sampledY << ";";
		}
		}
		AKLOGI("original points:\n%s, %s,\nsampled points:\n%s, %s,\n",
		originalX.str().c_str(), originalY.str().c_str(), sampledX.str().c_str(),
		sampledY.str().c_str());
		ProximityInfoStateUtils::dump(isGeometric, inputSize, xCoordinates, yCoordinates,
		mSampledInputSize, &mSampledInputXs, &mSampledInputYs, &mSpeedRates,
		&mBeelineSpeedPercentiles);
		}
		// end
		///////////////////////
		@@ -198,42 +148,15 @@ void ProximityInfoState::initInputParams(const int pointerId, const float maxPoi
		mTouchPositionCorrectionEnabled = mSampledInputSize > 0 && mHasTouchPositionCorrectionData
		&& xCoordinates && yCoordinates;
		if (!isGeometric && pointerId == 0) {
		for (int i = 0; i < inputSize; ++i) {
		mPrimaryInputWord[i] = getPrimaryCodePointAt(i);
		}

		for (int i = 0; i < mSampledInputSize && mTouchPositionCorrectionEnabled; ++i) {
		const int *proximityCodePoints = getProximityCodePointsAt(i);
		const int primaryKey = proximityCodePoints[0];
		const int x = xCoordinates[i];
		const int y = yCoordinates[i];
		if (DEBUG_PROXIMITY_CHARS) {
		int a = x + y + primaryKey;
		a += 0;
		AKLOGI("--- Primary = %c, x = %d, y = %d", primaryKey, x, y);
		}
		for (int j = 0; j < MAX_PROXIMITY_CHARS_SIZE && proximityCodePoints[j] > 0;
		++j) {
		const int currentCodePoint = proximityCodePoints[j];
		const float squaredDistance =
		hasInputCoordinates() ? calculateNormalizedSquaredDistance(
		mProximityInfo->getKeyIndexOf(currentCodePoint), i) :
		NOT_A_DISTANCE_FLOAT;
		if (squaredDistance >= 0.0f) {
		mNormalizedSquaredDistances[i * MAX_PROXIMITY_CHARS_SIZE + j] =
		(int) (squaredDistance * NORMALIZED_SQUARED_DISTANCE_SCALING_FACTOR);
		} else {
		mNormalizedSquaredDistances[i * MAX_PROXIMITY_CHARS_SIZE + j] =
		(j == 0) ? EQUIVALENT_CHAR_WITHOUT_DISTANCE_INFO :
		PROXIMITY_CHAR_WITHOUT_DISTANCE_INFO;
		}
		if (DEBUG_PROXIMITY_CHARS) {
		AKLOGI("--- Proximity (%d) = %c", j, currentCodePoint);
		ProximityInfoStateUtils::initPrimaryInputWord(
		inputSize, mInputProximities, mPrimaryInputWord);
		if (mTouchPositionCorrectionEnabled) {
		ProximityInfoStateUtils::initNormalizedSquaredDistances(
		mProximityInfo, inputSize, xCoordinates, yCoordinates, mInputProximities,
		hasInputCoordinates(), &mSampledInputXs, &mSampledInputYs,
		mNormalizedSquaredDistances);
		}
		}
		}
		}

		if (DEBUG_GEO_FULL) {
		AKLOGI("ProximityState init finished: %d points out of %d", mSampledInputSize, inputSize);
		}
		@@ -244,9 +167,9 @@ bool ProximityInfoState::checkAndReturnIsContinuationPossible(const int inputSiz
		const bool isGeometric) const {
		if (isGeometric) {
		for (int i = 0; i < mSampledInputSize; ++i) {
		const int index = mInputIndice[i];
		const int index = mSampledInputIndice[i];
		if (index > inputSize \|\| xCoordinates[index] != mSampledInputXs[i] \|\|
		yCoordinates[index] != mSampledInputYs[i] \|\| times[index] != mTimes[i]) {
		yCoordinates[index] != mSampledInputYs[i] \|\| times[index] != mSampledTimes[i]) {
		return false;
		}
		}
		@@ -265,26 +188,9 @@ bool ProximityInfoState::checkAndReturnIsContinuationPossible(const int inputSiz
		return true;
		}

		float ProximityInfoState::calculateNormalizedSquaredDistance(
		const int keyIndex, const int inputIndex) const {
		if (keyIndex == NOT_AN_INDEX) {
		return NOT_A_DISTANCE_FLOAT;
		}
		if (!mProximityInfo->hasSweetSpotData(keyIndex)) {
		return NOT_A_DISTANCE_FLOAT;
		}
		if (NOT_A_COORDINATE == mSampledInputXs[inputIndex]) {
		return NOT_A_DISTANCE_FLOAT;
		}
		const float squaredDistance = calculateSquaredDistanceFromSweetSpotCenter(
		keyIndex, inputIndex);
		const float squaredRadius = square(mProximityInfo->getSweetSpotRadiiAt(keyIndex));
		return squaredDistance / squaredRadius;
		}

		int ProximityInfoState::getDuration(const int index) const {
		if (index >= 0 && index < mSampledInputSize - 1) {
		return mTimes[index + 1] - mTimes[index];
		return mSampledTimes[index + 1] - mSampledTimes[index];
		}
		return 0;
		}
		@@ -388,15 +294,6 @@ int ProximityInfoState::getSpaceY() const {
		return mProximityInfo->getKeyCenterYOfKeyIdG(keyId);
		}

		float ProximityInfoState::calculateSquaredDistanceFromSweetSpotCenter(
		const int keyIndex, const int inputIndex) const {
		const float sweetSpotCenterX = mProximityInfo->getSweetSpotCenterXAt(keyIndex);
		const float sweetSpotCenterY = mProximityInfo->getSweetSpotCenterYAt(keyIndex);
		const float inputX = static_cast<float>(mSampledInputXs[inputIndex]);
		const float inputY = static_cast<float>(mSampledInputYs[inputIndex]);
		return square(inputX - sweetSpotCenterX) + square(inputY - sweetSpotCenterY);
		}

		// Puts possible characters into filter and returns new filter size.
		int ProximityInfoState::getAllPossibleChars(
		const size_t index, int *const filter, const int filterSize) const {
		@@ -431,8 +328,8 @@ bool ProximityInfoState::isKeyInSerchKeysAfterIndex(const int index, const int k
		}

		void ProximityInfoState::popInputData() {
		ProximityInfoStateUtils::popInputData(&mSampledInputXs, &mSampledInputYs, &mTimes,
		&mLengthCache, &mInputIndice);
		ProximityInfoStateUtils::popInputData(&mSampledInputXs, &mSampledInputYs, &mSampledTimes,
		&mSampledLengthCache, &mSampledInputIndice);
		}

		float ProximityInfoState::getDirection(const int index0, const int index1) const {

native/jni/src/proximity_info_state.h

+10 −12

Original line number	Diff line number	Diff line
		@@ -32,9 +32,7 @@ class ProximityInfo;

		class ProximityInfoState {
		public:
		static const int NORMALIZED_SQUARED_DISTANCE_SCALING_FACTOR_LOG_2;
		static const int NORMALIZED_SQUARED_DISTANCE_SCALING_FACTOR;
		static const float NOT_A_DISTANCE_FLOAT;

		static const int NOT_A_CODE;

		/////////////////////////////////////////
		@@ -52,10 +50,11 @@ class ProximityInfoState {
		: mProximityInfo(0), mMaxPointToKeyLength(0.0f), mAverageSpeed(0.0f),
		mHasTouchPositionCorrectionData(false), mMostCommonKeyWidthSquare(0),
		mKeyCount(0), mCellHeight(0), mCellWidth(0), mGridHeight(0), mGridWidth(0),
		mIsContinuationPossible(false), mSampledInputXs(), mSampledInputYs(), mTimes(),
		mInputIndice(), mLengthCache(), mBeelineSpeedPercentiles(), mDistanceCache_G(),
		mSpeedRates(), mDirections(), mCharProbabilities(), mNearKeysVector(),
		mSearchKeysVector(), mTouchPositionCorrectionEnabled(false), mSampledInputSize(0) {
		mIsContinuationPossible(false), mSampledInputXs(), mSampledInputYs(), mSampledTimes(),
		mSampledInputIndice(), mSampledLengthCache(), mBeelineSpeedPercentiles(),
		mDistanceCache_G(), mSpeedRates(), mDirections(), mCharProbabilities(),
		mNearKeysVector(), mSearchKeysVector(), mTouchPositionCorrectionEnabled(false),
		mSampledInputSize(0) {
		memset(mInputProximities, 0, sizeof(mInputProximities));
		memset(mNormalizedSquaredDistances, 0, sizeof(mNormalizedSquaredDistances));
		memset(mPrimaryInputWord, 0, sizeof(mPrimaryInputWord));
		@@ -144,7 +143,7 @@ class ProximityInfoState {
		bool hasSpaceProximity(const int index) const;

		int getLengthCache(const int index) const {
		return mLengthCache[index];
		return mSampledLengthCache[index];
		}

		bool isContinuationPossible() const {
		@@ -210,7 +209,6 @@ class ProximityInfoState {
		/////////////////////////////////////////
		// Defined here //
		/////////////////////////////////////////
		inline float square(const float x) const { return x * x; }

		bool hasInputCoordinates() const {
		return mSampledInputXs.size() > 0 && mSampledInputYs.size() > 0;
		@@ -238,9 +236,9 @@ class ProximityInfoState {

		std::vector<int> mSampledInputXs;
		std::vector<int> mSampledInputYs;
		std::vector<int> mTimes;
		std::vector<int> mInputIndice;
		std::vector<int> mLengthCache;
		std::vector<int> mSampledTimes;
		std::vector<int> mSampledInputIndice;
		std::vector<int> mSampledLengthCache;
		std::vector<int> mBeelineSpeedPercentiles;
		std::vector<float> mDistanceCache_G;
		std::vector<float> mSpeedRates;

native/jni/src/proximity_info_state_utils.cpp

+152 −2

Original line number	Diff line number	Diff line
		@@ -24,6 +24,7 @@
		#include "proximity_info_state_utils.h"

		namespace latinime {

		/* static */ int ProximityInfoStateUtils::updateTouchPoints(const int mostCommonKeyWidth,
		const ProximityInfo *const proximityInfo, const int maxPointToKeyLength,
		const int const inputProximities, const int const inputXCoordinates,
		@@ -126,6 +127,114 @@ namespace latinime {
		return getProximityCodePointsAt(inputProximities, index)[0];
		}

		/* static */ void ProximityInfoStateUtils::initPrimaryInputWord(
		const int inputSize, const int const inputProximities, int primaryInputWord) {
		for (int i = 0; i < inputSize; ++i) {
		primaryInputWord[i] = getPrimaryCodePointAt(inputProximities, i);
		}
		}

		/* static */ float ProximityInfoStateUtils::calculateSquaredDistanceFromSweetSpotCenter(
		const ProximityInfo const proximityInfo, const std::vector<int> const sampledInputXs,
		const std::vector<int> *const sampledInputYs, const int keyIndex,
		const int inputIndex) {
		const float sweetSpotCenterX = proximityInfo->getSweetSpotCenterXAt(keyIndex);
		const float sweetSpotCenterY = proximityInfo->getSweetSpotCenterYAt(keyIndex);
		const float inputX = static_cast<float>((*sampledInputXs)[inputIndex]);
		const float inputY = static_cast<float>((*sampledInputYs)[inputIndex]);
		return SQUARE_FLOAT(inputX - sweetSpotCenterX) + SQUARE_FLOAT(inputY - sweetSpotCenterY);
		}

		/* static */ float ProximityInfoStateUtils::calculateNormalizedSquaredDistance(
		const ProximityInfo const proximityInfo, const std::vector<int> const sampledInputXs,
		const std::vector<int> *const sampledInputYs,
		const int keyIndex, const int inputIndex) {
		if (keyIndex == NOT_AN_INDEX) {
		return ProximityInfoParams::NOT_A_DISTANCE_FLOAT;
		}
		if (!proximityInfo->hasSweetSpotData(keyIndex)) {
		return ProximityInfoParams::NOT_A_DISTANCE_FLOAT;
		}
		if (NOT_A_COORDINATE == (*sampledInputXs)[inputIndex]) {
		return ProximityInfoParams::NOT_A_DISTANCE_FLOAT;
		}
		const float squaredDistance = calculateSquaredDistanceFromSweetSpotCenter(proximityInfo,
		sampledInputXs, sampledInputYs, keyIndex, inputIndex);
		const float squaredRadius = SQUARE_FLOAT(proximityInfo->getSweetSpotRadiiAt(keyIndex));
		return squaredDistance / squaredRadius;
		}

		/* static */ void ProximityInfoStateUtils::initNormalizedSquaredDistances(
		const ProximityInfo *const proximityInfo, const int inputSize,
		const int inputXCoordinates, const int inputYCoordinates,
		const int *const inputProximities, const bool hasInputCoordinates,
		const std::vector<int> *const sampledInputXs,
		const std::vector<int> *const sampledInputYs,
		int *normalizedSquaredDistances) {
		for (int i = 0; i < inputSize; ++i) {
		const int *proximityCodePoints = getProximityCodePointsAt(inputProximities, i);
		const int primaryKey = proximityCodePoints[0];
		const int x = inputXCoordinates[i];
		const int y = inputYCoordinates[i];
		if (DEBUG_PROXIMITY_CHARS) {
		int a = x + y + primaryKey;
		a += 0;
		AKLOGI("--- Primary = %c, x = %d, y = %d", primaryKey, x, y);
		}
		for (int j = 0; j < MAX_PROXIMITY_CHARS_SIZE && proximityCodePoints[j] > 0;
		++j) {
		const int currentCodePoint = proximityCodePoints[j];
		const float squaredDistance =
		hasInputCoordinates ? calculateNormalizedSquaredDistance(
		proximityInfo, sampledInputXs, sampledInputYs,
		proximityInfo->getKeyIndexOf(currentCodePoint), i) :
		ProximityInfoParams::NOT_A_DISTANCE_FLOAT;
		if (squaredDistance >= 0.0f) {
		normalizedSquaredDistances[i * MAX_PROXIMITY_CHARS_SIZE + j] =
		(int) (squaredDistance
		* ProximityInfoParams::NORMALIZED_SQUARED_DISTANCE_SCALING_FACTOR);
		} else {
		normalizedSquaredDistances[i * MAX_PROXIMITY_CHARS_SIZE + j] =
		(j == 0) ? EQUIVALENT_CHAR_WITHOUT_DISTANCE_INFO :
		PROXIMITY_CHAR_WITHOUT_DISTANCE_INFO;
		}
		if (DEBUG_PROXIMITY_CHARS) {
		AKLOGI("--- Proximity (%d) = %c", j, currentCodePoint);
		}
		}
		}

		}

		/* static */ void ProximityInfoStateUtils::initGeometricDistanceInfos(
		const ProximityInfo *const proximityInfo, const int keyCount,
		const int sampledInputSize, const int lastSavedInputSize,
		const std::vector<int> *const sampledInputXs,
		const std::vector<int> *const sampledInputYs,
		std::vector<NearKeycodesSet> *nearKeysVector,
		std::vector<NearKeycodesSet> *searchKeysVector,
		std::vector<float> *distanceCache_G) {
		nearKeysVector->resize(sampledInputSize);
		searchKeysVector->resize(sampledInputSize);
		distanceCache_G->resize(sampledInputSize * keyCount);
		for (int i = lastSavedInputSize; i < sampledInputSize; ++i) {
		(*nearKeysVector)[i].reset();
		(*searchKeysVector)[i].reset();
		static const float NEAR_KEY_NORMALIZED_SQUARED_THRESHOLD = 4.0f;
		for (int k = 0; k < keyCount; ++k) {
		const int index = i * keyCount + k;
		const int x = (*sampledInputXs)[i];
		const int y = (*sampledInputYs)[i];
		const float normalizedSquaredDistance =
		proximityInfo->getNormalizedSquaredDistanceFromCenterFloatG(k, x, y);
		(*distanceCache_G)[index] = normalizedSquaredDistance;
		if (normalizedSquaredDistance < NEAR_KEY_NORMALIZED_SQUARED_THRESHOLD) {
		(*nearKeysVector)[i][k] = true;
		}
		}
		}
		}

		/* static / void ProximityInfoStateUtils::popInputData(std::vector<int> sampledInputXs,
		std::vector<int> sampledInputYs, std::vector<int> sampledInputTimes,
		std::vector<int> sampledLengthCache, std::vector<int> sampledInputIndice) {
		@@ -171,7 +280,7 @@ namespace latinime {
		if (i > 0 && j < (*sampledInputIndice)[i - 1]) {
		break;
		}
		// TODO: use mLengthCache instead?
		// TODO: use mSampledLengthCache instead?
		length += getDistanceInt(xCoordinates[j], yCoordinates[j],
		xCoordinates[j + 1], yCoordinates[j + 1]);
		duration += times[j + 1] - times[j];
		@@ -473,7 +582,7 @@ namespace latinime {
		if (DEBUG_DOUBLE_LETTER) {
		AKLOGI("--- (%d, %d) double letter: start = %d, end = %d, dist = %d, time = %d,"
		" speed = %f, ave = %f, val = %f, start time = %d, end time = %d",
		id, mInputIndice[id], start, end, beelineDistance, time,
		id, mSampledInputIndice[id], start, end, beelineDistance, time,
		(static_cast<float>(beelineDistance) / static_cast<float>(time)), mAverageSpeed,
		((static_cast<float>(beelineDistance) / static_cast<float>(time))
		/ mAverageSpeed), adjustedStartTime, adjustedEndTime);
		@@ -849,4 +958,45 @@ namespace latinime {
		}
		return true;
		}

		/* static */ void ProximityInfoStateUtils::dump(const bool isGeometric, const int inputSize,
		const int const inputXCoordinates, const int const inputYCoordinates,
		const int sampledInputSize, const std::vector<int> *const sampledInputXs,
		const std::vector<int> *const sampledInputYs,
		const std::vector<float> *const sampledSpeedRates,
		const std::vector<int> *const sampledBeelineSpeedPercentiles) {
		if (DEBUG_GEO_FULL) {
		for (int i = 0; i < sampledInputSize; ++i) {
		AKLOGI("Sampled(%d): x = %d, y = %d, time = %d", i, mSampledInputXs[i],
		mSampledInputYs[i], mSampledTimes ? mSampledTimes[i], -1);
		}
		}

		std::stringstream originalX, originalY, sampledX, sampledY;
		for (int i = 0; i < inputSize; ++i) {
		originalX << inputXCoordinates[i];
		originalY << inputYCoordinates[i];
		if (i != inputSize - 1) {
		originalX << ";";
		originalY << ";";
		}
		}
		AKLOGI("===== sampled points =====");
		for (int i = 0; i < sampledInputSize; ++i) {
		if (isGeometric) {
		AKLOGI("%d: x = %d, y = %d, time = %d, relative speed = %.4f, beeline speed = %d",
		i, mSampledInputXs[i], mSampledInputYs[i], mSampledTimes[i], mSpeedRates[i],
		getBeelineSpeedPercentile(i));
		}
		sampledX << (*sampledInputXs)[i];
		sampledY << (*sampledInputYs)[i];
		if (i != sampledInputSize - 1) {
		sampledX << ";";
		sampledY << ";";
		}
		}
		AKLOGI("original points:\n%s, %s,\nsampled points:\n%s, %s,\n",
		originalX.str().c_str(), originalY.str().c_str(), sampledX.str().c_str(),
		sampledY.str().c_str());
		}
		} // namespace latinime