proximity_info_state.cpp revision f1233b58c2d81b575c92339f146cfe0f73a992fa
13e8c58f68d53e6cc9dbf59201c7bdfb8ad04a1cdSatoshi Kataoka/*
23e8c58f68d53e6cc9dbf59201c7bdfb8ad04a1cdSatoshi Kataoka * Copyright (C) 2012 The Android Open Source Project
33e8c58f68d53e6cc9dbf59201c7bdfb8ad04a1cdSatoshi Kataoka *
43e8c58f68d53e6cc9dbf59201c7bdfb8ad04a1cdSatoshi Kataoka * Licensed under the Apache License, Version 2.0 (the "License");
53e8c58f68d53e6cc9dbf59201c7bdfb8ad04a1cdSatoshi Kataoka * you may not use this file except in compliance with the License.
63e8c58f68d53e6cc9dbf59201c7bdfb8ad04a1cdSatoshi Kataoka * You may obtain a copy of the License at
73e8c58f68d53e6cc9dbf59201c7bdfb8ad04a1cdSatoshi Kataoka *
83e8c58f68d53e6cc9dbf59201c7bdfb8ad04a1cdSatoshi Kataoka *      http://www.apache.org/licenses/LICENSE-2.0
93e8c58f68d53e6cc9dbf59201c7bdfb8ad04a1cdSatoshi Kataoka *
103e8c58f68d53e6cc9dbf59201c7bdfb8ad04a1cdSatoshi Kataoka * Unless required by applicable law or agreed to in writing, software
113e8c58f68d53e6cc9dbf59201c7bdfb8ad04a1cdSatoshi Kataoka * distributed under the License is distributed on an "AS IS" BASIS,
123e8c58f68d53e6cc9dbf59201c7bdfb8ad04a1cdSatoshi Kataoka * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
133e8c58f68d53e6cc9dbf59201c7bdfb8ad04a1cdSatoshi Kataoka * See the License for the specific language governing permissions and
143e8c58f68d53e6cc9dbf59201c7bdfb8ad04a1cdSatoshi Kataoka * limitations under the License.
153e8c58f68d53e6cc9dbf59201c7bdfb8ad04a1cdSatoshi Kataoka */
163e8c58f68d53e6cc9dbf59201c7bdfb8ad04a1cdSatoshi Kataoka
17f88f9dbbdec309c01feda06edc142470ba13cb2fKeisuke Kuroyanagi#define LOG_TAG "LatinIME: proximity_info_state.cpp"
18f88f9dbbdec309c01feda06edc142470ba13cb2fKeisuke Kuroyanagi
1929432f843a8cd6ffb2be286104964592e80d77c9Ken Wakasa#include "suggest/core/layout/proximity_info_state.h"
2029432f843a8cd6ffb2be286104964592e80d77c9Ken Wakasa
2120b6775acc957896bdb038dfd99794d6cd7cea5aSatoshi Kataoka#include <cstring> // for memset() and memcpy()
22806eba452423e5e5971ef096dfae3fed180db665Keisuke Kuroyanagi#include <sstream> // for debug prints
23e5cdd21102e4e49b18c696261a084783eb6d7e7aSatoshi Kataoka#include <vector>
243e8c58f68d53e6cc9dbf59201c7bdfb8ad04a1cdSatoshi Kataoka
253e8c58f68d53e6cc9dbf59201c7bdfb8ad04a1cdSatoshi Kataoka#include "defines.h"
2629432f843a8cd6ffb2be286104964592e80d77c9Ken Wakasa#include "suggest/core/layout/geometry_utils.h"
2729432f843a8cd6ffb2be286104964592e80d77c9Ken Wakasa#include "suggest/core/layout/proximity_info.h"
2829432f843a8cd6ffb2be286104964592e80d77c9Ken Wakasa#include "suggest/core/layout/proximity_info_state_utils.h"
29addea83bad5751308fef508d79c6989b8872f050Ken Wakasa#include "utils/char_utils.h"
303e8c58f68d53e6cc9dbf59201c7bdfb8ad04a1cdSatoshi Kataoka
313e8c58f68d53e6cc9dbf59201c7bdfb8ad04a1cdSatoshi Kataokanamespace latinime {
32764dd712032d7b8012797b1116b523bef7b907f3Ken Wakasa
33a1d84bcf8ffd031c135b6f3f8c94b6732071849bSatoshi Kataoka// TODO: Remove the dependency of "isGeometric"
34233aad5e5c7567a97af30f38f50a65365f729dfeSatoshi Kataokavoid ProximityInfoState::initInputParams(const int pointerId, const float maxPointToKeyLength,
351e61493c50082264caaef862df02b1ccc84dc396Ken Wakasa        const ProximityInfo *proximityInfo, const int *const inputCodes, const int inputSize,
36687a244703a02323ebd64433cbaead5def499861Satoshi Kataoka        const int *const xCoordinates, const int *const yCoordinates, const int *const times,
37687a244703a02323ebd64433cbaead5def499861Satoshi Kataoka        const int *const pointerIds, const bool isGeometric) {
389d18c6dd38c4d5632a5d5a5c26f567b9f6f7f969Satoshi Kataoka    ASSERT(isGeometric || (inputSize < MAX_WORD_LENGTH));
39f1233b58c2d81b575c92339f146cfe0f73a992faKeisuke Kuroyanagi    mIsContinuousSuggestionPossible = (mHasBeenUpdatedByGeometricInput != isGeometric) ?
40f1233b58c2d81b575c92339f146cfe0f73a992faKeisuke Kuroyanagi            false : ProximityInfoStateUtils::checkAndReturnIsContinuousSuggestionPossible(
41394b0bd345f33b1314613a433478fd0bb711e0f7Satoshi Kataoka                    inputSize, xCoordinates, yCoordinates, times, mSampledInputSize,
42394b0bd345f33b1314613a433478fd0bb711e0f7Satoshi Kataoka                    &mSampledInputXs, &mSampledInputYs, &mSampledTimes, &mSampledInputIndice);
43d1fff1adcc0693286ace156eaf467ccccbc0a719Satoshi Kataoka    if (DEBUG_DICT) {
44394b0bd345f33b1314613a433478fd0bb711e0f7Satoshi Kataoka        AKLOGI("isContinuousSuggestionPossible = %s",
45394b0bd345f33b1314613a433478fd0bb711e0f7Satoshi Kataoka                (mIsContinuousSuggestionPossible ? "true" : "false"));
46d1fff1adcc0693286ace156eaf467ccccbc0a719Satoshi Kataoka    }
47096f35ff4b5413906e2a339663baf16e5dabaf64Keisuke Kuroyanagi
484a3db7057f77dc85311fb1f94934b5a004ab613eSatoshi Kataoka    mProximityInfo = proximityInfo;
494a3db7057f77dc85311fb1f94934b5a004ab613eSatoshi Kataoka    mHasTouchPositionCorrectionData = proximityInfo->hasTouchPositionCorrectionData();
504a3db7057f77dc85311fb1f94934b5a004ab613eSatoshi Kataoka    mMostCommonKeyWidthSquare = proximityInfo->getMostCommonKeyWidthSquare();
514a3db7057f77dc85311fb1f94934b5a004ab613eSatoshi Kataoka    mKeyCount = proximityInfo->getKeyCount();
524a3db7057f77dc85311fb1f94934b5a004ab613eSatoshi Kataoka    mCellHeight = proximityInfo->getCellHeight();
534a3db7057f77dc85311fb1f94934b5a004ab613eSatoshi Kataoka    mCellWidth = proximityInfo->getCellWidth();
544a3db7057f77dc85311fb1f94934b5a004ab613eSatoshi Kataoka    mGridHeight = proximityInfo->getGridWidth();
554a3db7057f77dc85311fb1f94934b5a004ab613eSatoshi Kataoka    mGridWidth = proximityInfo->getGridHeight();
563e8c58f68d53e6cc9dbf59201c7bdfb8ad04a1cdSatoshi Kataoka
57bf78e1371c12d819020d60f0e585f5e6c26e6aa2Satoshi Kataoka    memset(mInputProximities, 0, sizeof(mInputProximities));
583e8c58f68d53e6cc9dbf59201c7bdfb8ad04a1cdSatoshi Kataoka
5908f00cf55f2e083c1ed254a32495b622c9ad9862Satoshi Kataoka    if (!isGeometric && pointerId == 0) {
60bf78e1371c12d819020d60f0e585f5e6c26e6aa2Satoshi Kataoka        mProximityInfo->initializeProximities(inputCodes, xCoordinates, yCoordinates,
61bf78e1371c12d819020d60f0e585f5e6c26e6aa2Satoshi Kataoka                inputSize, mInputProximities);
623e8c58f68d53e6cc9dbf59201c7bdfb8ad04a1cdSatoshi Kataoka    }
63687a244703a02323ebd64433cbaead5def499861Satoshi Kataoka
64687a244703a02323ebd64433cbaead5def499861Satoshi Kataoka    ///////////////////////
65687a244703a02323ebd64433cbaead5def499861Satoshi Kataoka    // Setup touch points
66096f35ff4b5413906e2a339663baf16e5dabaf64Keisuke Kuroyanagi    int pushTouchPointStartIndex = 0;
67096f35ff4b5413906e2a339663baf16e5dabaf64Keisuke Kuroyanagi    int lastSavedInputSize = 0;
6808f00cf55f2e083c1ed254a32495b622c9ad9862Satoshi Kataoka    mMaxPointToKeyLength = maxPointToKeyLength;
6920b6775acc957896bdb038dfd99794d6cd7cea5aSatoshi Kataoka    mSampledInputSize = 0;
7020b6775acc957896bdb038dfd99794d6cd7cea5aSatoshi Kataoka    mMostProbableStringProbability = 0.0f;
7120b6775acc957896bdb038dfd99794d6cd7cea5aSatoshi Kataoka
72394b0bd345f33b1314613a433478fd0bb711e0f7Satoshi Kataoka    if (mIsContinuousSuggestionPossible && mSampledInputIndice.size() > 1) {
73096f35ff4b5413906e2a339663baf16e5dabaf64Keisuke Kuroyanagi        // Just update difference.
7420b6775acc957896bdb038dfd99794d6cd7cea5aSatoshi Kataoka        // Previous two points are never skipped. Thus, we pop 2 input point data here.
7520b6775acc957896bdb038dfd99794d6cd7cea5aSatoshi Kataoka        pushTouchPointStartIndex = ProximityInfoStateUtils::trimLastTwoTouchPoints(
7620b6775acc957896bdb038dfd99794d6cd7cea5aSatoshi Kataoka                &mSampledInputXs, &mSampledInputYs, &mSampledTimes, &mSampledLengthCache,
7720b6775acc957896bdb038dfd99794d6cd7cea5aSatoshi Kataoka                &mSampledInputIndice);
78feec20a692c9ffdecf7855a45531a12f129086caSatoshi Kataoka        lastSavedInputSize = mSampledInputXs.size();
79096f35ff4b5413906e2a339663baf16e5dabaf64Keisuke Kuroyanagi    } else {
80096f35ff4b5413906e2a339663baf16e5dabaf64Keisuke Kuroyanagi        // Clear all data.
81feec20a692c9ffdecf7855a45531a12f129086caSatoshi Kataoka        mSampledInputXs.clear();
82feec20a692c9ffdecf7855a45531a12f129086caSatoshi Kataoka        mSampledInputYs.clear();
83d7a8fbf6a9ec8828d4b6d1c615a6c605bbe5b72eSatoshi Kataoka        mSampledTimes.clear();
84d7a8fbf6a9ec8828d4b6d1c615a6c605bbe5b72eSatoshi Kataoka        mSampledInputIndice.clear();
85d7a8fbf6a9ec8828d4b6d1c615a6c605bbe5b72eSatoshi Kataoka        mSampledLengthCache.clear();
86837f46dcb35a8f42a6bd5bc5fc6395d7386acb81Satoshi Kataoka        mSampledNormalizedSquaredLengthCache.clear();
87e5cdd21102e4e49b18c696261a084783eb6d7e7aSatoshi Kataoka        mSampledNearKeySets.clear();
88e5cdd21102e4e49b18c696261a084783eb6d7e7aSatoshi Kataoka        mSampledSearchKeySets.clear();
899af533538ea749d7c930bb3125fa4d3e4feb8478Satoshi Kataoka        mSpeedRates.clear();
906ae8dd4343445d2df4444388b605d2aa930fa2a0Satoshi Kataoka        mBeelineSpeedPercentiles.clear();
91806eba452423e5e5971ef096dfae3fed180db665Keisuke Kuroyanagi        mCharProbabilities.clear();
921e06a4d8e9e71188ed685282155ea52a48ddc050Keisuke Kuroyanagi        mDirections.clear();
93096f35ff4b5413906e2a339663baf16e5dabaf64Keisuke Kuroyanagi    }
9420b6775acc957896bdb038dfd99794d6cd7cea5aSatoshi Kataoka
959182daf98c0d1db897e82b77c2196b7f9aad6f01Satoshi Kataoka    if (DEBUG_GEO_FULL) {
969182daf98c0d1db897e82b77c2196b7f9aad6f01Satoshi Kataoka        AKLOGI("Init ProximityInfoState: reused points =  %d, last input size = %d",
979182daf98c0d1db897e82b77c2196b7f9aad6f01Satoshi Kataoka                pushTouchPointStartIndex, lastSavedInputSize);
989182daf98c0d1db897e82b77c2196b7f9aad6f01Satoshi Kataoka    }
99d9c10b19793b011f862e3dd31883f746044431d7Keisuke Kuroyanagi
100687a244703a02323ebd64433cbaead5def499861Satoshi Kataoka    if (xCoordinates && yCoordinates) {
10128c008421cc5d97da8e470dbc934a2891daf9997Ken Wakasa        mSampledInputSize = ProximityInfoStateUtils::updateTouchPoints(mProximityInfo,
10228c008421cc5d97da8e470dbc934a2891daf9997Ken Wakasa                mMaxPointToKeyLength, mInputProximities, xCoordinates, yCoordinates, times,
1030052dbda762b1871c3214a6abeb5e89f11e091cdKeisuke Kuroynagi                pointerIds, inputSize, isGeometric, pointerId,
104a1d84bcf8ffd031c135b6f3f8c94b6732071849bSatoshi Kataoka                pushTouchPointStartIndex, &mSampledInputXs, &mSampledInputYs, &mSampledTimes,
105a1d84bcf8ffd031c135b6f3f8c94b6732071849bSatoshi Kataoka                &mSampledLengthCache, &mSampledInputIndice);
1063e8c58f68d53e6cc9dbf59201c7bdfb8ad04a1cdSatoshi Kataoka    }
107687a244703a02323ebd64433cbaead5def499861Satoshi Kataoka
108feec20a692c9ffdecf7855a45531a12f129086caSatoshi Kataoka    if (mSampledInputSize > 0 && isGeometric) {
10928c008421cc5d97da8e470dbc934a2891daf9997Ken Wakasa        mAverageSpeed = ProximityInfoStateUtils::refreshSpeedRates(inputSize, xCoordinates,
11028c008421cc5d97da8e470dbc934a2891daf9997Ken Wakasa                yCoordinates, times, lastSavedInputSize, mSampledInputSize, &mSampledInputXs,
11128c008421cc5d97da8e470dbc934a2891daf9997Ken Wakasa                &mSampledInputYs, &mSampledTimes, &mSampledLengthCache, &mSampledInputIndice,
11228c008421cc5d97da8e470dbc934a2891daf9997Ken Wakasa                &mSpeedRates, &mDirections);
11328c008421cc5d97da8e470dbc934a2891daf9997Ken Wakasa        ProximityInfoStateUtils::refreshBeelineSpeedRates(mProximityInfo->getMostCommonKeyWidth(),
11428c008421cc5d97da8e470dbc934a2891daf9997Ken Wakasa                mAverageSpeed, inputSize, xCoordinates, yCoordinates, times, mSampledInputSize,
11528c008421cc5d97da8e470dbc934a2891daf9997Ken Wakasa                &mSampledInputXs, &mSampledInputYs, &mSampledInputIndice,
11628c008421cc5d97da8e470dbc934a2891daf9997Ken Wakasa                &mBeelineSpeedPercentiles);
117ff74cc3e5e75fc0c6b9ffaa5e68d879775dc6115Keisuke Kuroyanagi    }
118ff74cc3e5e75fc0c6b9ffaa5e68d879775dc6115Keisuke Kuroyanagi
119feec20a692c9ffdecf7855a45531a12f129086caSatoshi Kataoka    if (mSampledInputSize > 0) {
12028c008421cc5d97da8e470dbc934a2891daf9997Ken Wakasa        ProximityInfoStateUtils::initGeometricDistanceInfos(mProximityInfo, mSampledInputSize,
1210052dbda762b1871c3214a6abeb5e89f11e091cdKeisuke Kuroynagi                lastSavedInputSize, isGeometric, &mSampledInputXs, &mSampledInputYs,
122837f46dcb35a8f42a6bd5bc5fc6395d7386acb81Satoshi Kataoka                &mSampledNearKeySets, &mSampledNormalizedSquaredLengthCache);
123ff74cc3e5e75fc0c6b9ffaa5e68d879775dc6115Keisuke Kuroyanagi        if (isGeometric) {
124ff74cc3e5e75fc0c6b9ffaa5e68d879775dc6115Keisuke Kuroyanagi            // updates probabilities of skipping or mapping each key for all points.
125d4828d5053ac30476b884c177235be0cac982c92Satoshi Kataoka            ProximityInfoStateUtils::updateAlignPointProbabilities(
126d4828d5053ac30476b884c177235be0cac982c92Satoshi Kataoka                    mMaxPointToKeyLength, mProximityInfo->getMostCommonKeyWidth(),
127d7a8fbf6a9ec8828d4b6d1c615a6c605bbe5b72eSatoshi Kataoka                    mProximityInfo->getKeyCount(), lastSavedInputSize, mSampledInputSize,
128d7a8fbf6a9ec8828d4b6d1c615a6c605bbe5b72eSatoshi Kataoka                    &mSampledInputXs, &mSampledInputYs, &mSpeedRates, &mSampledLengthCache,
129837f46dcb35a8f42a6bd5bc5fc6395d7386acb81Satoshi Kataoka                    &mSampledNormalizedSquaredLengthCache, &mSampledNearKeySets,
130837f46dcb35a8f42a6bd5bc5fc6395d7386acb81Satoshi Kataoka                    &mCharProbabilities);
131e5cdd21102e4e49b18c696261a084783eb6d7e7aSatoshi Kataoka            ProximityInfoStateUtils::updateSampledSearchKeySets(mProximityInfo,
132e5aad5646309e80e1cd71533fb47a6be43f3aa2fSatoshi Kataoka                    mSampledInputSize, lastSavedInputSize, &mSampledLengthCache,
133e5cdd21102e4e49b18c696261a084783eb6d7e7aSatoshi Kataoka                    &mSampledNearKeySets, &mSampledSearchKeySets,
134e5cdd21102e4e49b18c696261a084783eb6d7e7aSatoshi Kataoka                    &mSampledSearchKeyVectors);
13520b6775acc957896bdb038dfd99794d6cd7cea5aSatoshi Kataoka            mMostProbableStringProbability = ProximityInfoStateUtils::getMostProbableString(
13620b6775acc957896bdb038dfd99794d6cd7cea5aSatoshi Kataoka                    mProximityInfo, mSampledInputSize, &mCharProbabilities, mMostProbableString);
13720b6775acc957896bdb038dfd99794d6cd7cea5aSatoshi Kataoka
138687a244703a02323ebd64433cbaead5def499861Satoshi Kataoka        }
139687a244703a02323ebd64433cbaead5def499861Satoshi Kataoka    }
14008f00cf55f2e083c1ed254a32495b622c9ad9862Satoshi Kataoka
141806eba452423e5e5971ef096dfae3fed180db665Keisuke Kuroyanagi    if (DEBUG_SAMPLING_POINTS) {
142d7a8fbf6a9ec8828d4b6d1c615a6c605bbe5b72eSatoshi Kataoka        ProximityInfoStateUtils::dump(isGeometric, inputSize, xCoordinates, yCoordinates,
143e2912d17e4dab75b81f4c9e41a539e491ac059caSatoshi Kataoka                mSampledInputSize, &mSampledInputXs, &mSampledInputYs, &mSampledTimes, &mSpeedRates,
144d7a8fbf6a9ec8828d4b6d1c615a6c605bbe5b72eSatoshi Kataoka                &mBeelineSpeedPercentiles);
145806eba452423e5e5971ef096dfae3fed180db665Keisuke Kuroyanagi    }
146687a244703a02323ebd64433cbaead5def499861Satoshi Kataoka    // end
147687a244703a02323ebd64433cbaead5def499861Satoshi Kataoka    ///////////////////////
148687a244703a02323ebd64433cbaead5def499861Satoshi Kataoka
149feec20a692c9ffdecf7855a45531a12f129086caSatoshi Kataoka    mTouchPositionCorrectionEnabled = mSampledInputSize > 0 && mHasTouchPositionCorrectionData
1500edab9d2fcc30667c79aa9221dbb27f042d8b455Satoshi Kataoka            && xCoordinates && yCoordinates;
15108f00cf55f2e083c1ed254a32495b622c9ad9862Satoshi Kataoka    if (!isGeometric && pointerId == 0) {
152d7a8fbf6a9ec8828d4b6d1c615a6c605bbe5b72eSatoshi Kataoka        ProximityInfoStateUtils::initPrimaryInputWord(
153d7a8fbf6a9ec8828d4b6d1c615a6c605bbe5b72eSatoshi Kataoka                inputSize, mInputProximities, mPrimaryInputWord);
1543e8c58f68d53e6cc9dbf59201c7bdfb8ad04a1cdSatoshi Kataoka    }
155952ec4977d772607140773ae7d8868f86a7e0097Satoshi Kataoka    if (DEBUG_GEO_FULL) {
156feec20a692c9ffdecf7855a45531a12f129086caSatoshi Kataoka        AKLOGI("ProximityState init finished: %d points out of %d", mSampledInputSize, inputSize);
157feec20a692c9ffdecf7855a45531a12f129086caSatoshi Kataoka    }
158f1233b58c2d81b575c92339f146cfe0f73a992faKeisuke Kuroyanagi    mHasBeenUpdatedByGeometricInput = isGeometric;
159feec20a692c9ffdecf7855a45531a12f129086caSatoshi Kataoka}
160feec20a692c9ffdecf7855a45531a12f129086caSatoshi Kataoka
1610519fdd18ac4414b8298d3338db1c8ccce032170Satoshi Kataoka// This function basically converts from a length to an edit distance. Accordingly, it's obviously
1620519fdd18ac4414b8298d3338db1c8ccce032170Satoshi Kataoka// wrong to compare with mMaxPointToKeyLength.
1630519fdd18ac4414b8298d3338db1c8ccce032170Satoshi Kataokafloat ProximityInfoState::getPointToKeyLength(
1642192d08b9cca6a40d834d6a5001d19b5845ed8a0Tom Ouyang        const int inputIndex, const int codePoint) const {
165ff74cc3e5e75fc0c6b9ffaa5e68d879775dc6115Keisuke Kuroyanagi    const int keyId = mProximityInfo->getKeyIndexOf(codePoint);
166ff74cc3e5e75fc0c6b9ffaa5e68d879775dc6115Keisuke Kuroyanagi    if (keyId != NOT_AN_INDEX) {
167ff74cc3e5e75fc0c6b9ffaa5e68d879775dc6115Keisuke Kuroyanagi        const int index = inputIndex * mProximityInfo->getKeyCount() + keyId;
168837f46dcb35a8f42a6bd5bc5fc6395d7386acb81Satoshi Kataoka        return min(mSampledNormalizedSquaredLengthCache[index], mMaxPointToKeyLength);
169ff74cc3e5e75fc0c6b9ffaa5e68d879775dc6115Keisuke Kuroyanagi    }
170464d3ba43257da34ab165da8ba0af11e928aae5cKen Wakasa    if (CharUtils::isIntentionalOmissionCodePoint(codePoint)) {
171806eba452423e5e5971ef096dfae3fed180db665Keisuke Kuroyanagi        return 0.0f;
172806eba452423e5e5971ef096dfae3fed180db665Keisuke Kuroyanagi    }
173ff74cc3e5e75fc0c6b9ffaa5e68d879775dc6115Keisuke Kuroyanagi    // If the char is not a key on the keyboard then return the max length.
174830ba67498c6da53b38212dd9ac5ba318a00de11Satoshi Kataoka    return static_cast<float>(MAX_VALUE_FOR_WEIGHTING);
175806eba452423e5e5971ef096dfae3fed180db665Keisuke Kuroyanagi}
176806eba452423e5e5971ef096dfae3fed180db665Keisuke Kuroyanagi
1770519fdd18ac4414b8298d3338db1c8ccce032170Satoshi Kataokafloat ProximityInfoState::getPointToKeyByIdLength(
1782192d08b9cca6a40d834d6a5001d19b5845ed8a0Tom Ouyang        const int inputIndex, const int keyId) const {
179d4828d5053ac30476b884c177235be0cac982c92Satoshi Kataoka    return ProximityInfoStateUtils::getPointToKeyByIdLength(mMaxPointToKeyLength,
180837f46dcb35a8f42a6bd5bc5fc6395d7386acb81Satoshi Kataoka            &mSampledNormalizedSquaredLengthCache, mProximityInfo->getKeyCount(), inputIndex,
181837f46dcb35a8f42a6bd5bc5fc6395d7386acb81Satoshi Kataoka            keyId);
1820519fdd18ac4414b8298d3338db1c8ccce032170Satoshi Kataoka}
1830519fdd18ac4414b8298d3338db1c8ccce032170Satoshi Kataoka
1842c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa// In the following function, c is the current character of the dictionary word currently examined.
1852c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa// currentChars is an array containing the keys close to the character the user actually typed at
1862c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa// the same position. We want to see if c is in it: if so, then the word contains at that position
1872c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa// a character close to what the user typed.
1882c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa// What the user typed is actually the first character of the array.
189697a9d3541dd5b643664fc1af9b3265267370127Satoshi Kataoka// proximityIndex is a pointer to the variable where getProximityType returns the index of c
1902c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa// in the proximity chars of the input index.
1912c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa// Notice : accented characters do not have a proximity list, so they are alone in their list. The
1922c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa// non-accented version of the character should be considered "close", but not the other keys close
1932c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa// to the non-accented version.
194697a9d3541dd5b643664fc1af9b3265267370127Satoshi KataokaProximityType ProximityInfoState::getProximityType(const int index, const int codePoint,
1952c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa        const bool checkProximityChars, int *proximityIndex) const {
1962c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa    const int *currentCodePoints = getProximityCodePointsAt(index);
1972c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa    const int firstCodePoint = currentCodePoints[0];
198464d3ba43257da34ab165da8ba0af11e928aae5cKen Wakasa    const int baseLowerC = CharUtils::toBaseLowerCase(codePoint);
1992c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa
2002c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa    // The first char in the array is what user typed. If it matches right away, that means the
2012c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa    // user typed that same char for this pos.
202697a9d3541dd5b643664fc1af9b3265267370127Satoshi Kataoka    if (firstCodePoint == baseLowerC || firstCodePoint == codePoint) {
203f4425aaae971fe78d44530ebe01cf7a59b2e47aaSatoshi Kataoka        return MATCH_CHAR;
2042c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa    }
2052c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa
206f4425aaae971fe78d44530ebe01cf7a59b2e47aaSatoshi Kataoka    if (!checkProximityChars) return SUBSTITUTION_CHAR;
2072c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa
2082c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa    // If the non-accented, lowercased version of that first character matches c, then we have a
2092c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa    // non-accented version of the accented character the user typed. Treat it as a close char.
210464d3ba43257da34ab165da8ba0af11e928aae5cKen Wakasa    if (CharUtils::toBaseLowerCase(firstCodePoint) == baseLowerC) {
211f4425aaae971fe78d44530ebe01cf7a59b2e47aaSatoshi Kataoka        return PROXIMITY_CHAR;
2122c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa    }
2132c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa
2142c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa    // Not an exact nor an accent-alike match: search the list of close keys
2152c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa    int j = 1;
2166c22439bf80da08576e86c1282afc5cfa431e235Ken Wakasa    while (j < MAX_PROXIMITY_CHARS_SIZE
2172c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa            && currentCodePoints[j] > ADDITIONAL_PROXIMITY_CHAR_DELIMITER_CODE) {
218697a9d3541dd5b643664fc1af9b3265267370127Satoshi Kataoka        const bool matched = (currentCodePoints[j] == baseLowerC
219697a9d3541dd5b643664fc1af9b3265267370127Satoshi Kataoka                || currentCodePoints[j] == codePoint);
2202c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa        if (matched) {
2212c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa            if (proximityIndex) {
2222c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa                *proximityIndex = j;
2232c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa            }
224f4425aaae971fe78d44530ebe01cf7a59b2e47aaSatoshi Kataoka            return PROXIMITY_CHAR;
2252c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa        }
2262c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa        ++j;
2272c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa    }
2286c22439bf80da08576e86c1282afc5cfa431e235Ken Wakasa    if (j < MAX_PROXIMITY_CHARS_SIZE
2292c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa            && currentCodePoints[j] == ADDITIONAL_PROXIMITY_CHAR_DELIMITER_CODE) {
2302c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa        ++j;
2316c22439bf80da08576e86c1282afc5cfa431e235Ken Wakasa        while (j < MAX_PROXIMITY_CHARS_SIZE
2322c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa                && currentCodePoints[j] > ADDITIONAL_PROXIMITY_CHAR_DELIMITER_CODE) {
233697a9d3541dd5b643664fc1af9b3265267370127Satoshi Kataoka            const bool matched = (currentCodePoints[j] == baseLowerC
234697a9d3541dd5b643664fc1af9b3265267370127Satoshi Kataoka                    || currentCodePoints[j] == codePoint);
2352c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa            if (matched) {
2362c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa                if (proximityIndex) {
2372c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa                    *proximityIndex = j;
2382c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa                }
2392c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa                return ADDITIONAL_PROXIMITY_CHAR;
2402c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa            }
2412c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa            ++j;
2422c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa        }
2432c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa    }
244f4425aaae971fe78d44530ebe01cf7a59b2e47aaSatoshi Kataoka    // Was not included, signal this as a substitution character.
245f4425aaae971fe78d44530ebe01cf7a59b2e47aaSatoshi Kataoka    return SUBSTITUTION_CHAR;
2462c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa}
2472c2f3a90d8115777adbe9ffd597f344aede84276Ken Wakasa
248697a9d3541dd5b643664fc1af9b3265267370127Satoshi KataokaProximityType ProximityInfoState::getProximityTypeG(const int index, const int codePoint) const {
249697a9d3541dd5b643664fc1af9b3265267370127Satoshi Kataoka    if (!isUsed()) {
250f4425aaae971fe78d44530ebe01cf7a59b2e47aaSatoshi Kataoka        return UNRELATED_CHAR;
251697a9d3541dd5b643664fc1af9b3265267370127Satoshi Kataoka    }
252464d3ba43257da34ab165da8ba0af11e928aae5cKen Wakasa    const int lowerCodePoint = CharUtils::toLowerCase(codePoint);
253464d3ba43257da34ab165da8ba0af11e928aae5cKen Wakasa    const int baseLowerCodePoint = CharUtils::toBaseCodePoint(lowerCodePoint);
254697a9d3541dd5b643664fc1af9b3265267370127Satoshi Kataoka    for (int i = 0; i < static_cast<int>(mSampledSearchKeyVectors[index].size()); ++i) {
255697a9d3541dd5b643664fc1af9b3265267370127Satoshi Kataoka        if (mSampledSearchKeyVectors[index][i] == lowerCodePoint
256697a9d3541dd5b643664fc1af9b3265267370127Satoshi Kataoka                || mSampledSearchKeyVectors[index][i] == baseLowerCodePoint) {
257f4425aaae971fe78d44530ebe01cf7a59b2e47aaSatoshi Kataoka            return MATCH_CHAR;
258697a9d3541dd5b643664fc1af9b3265267370127Satoshi Kataoka        }
259697a9d3541dd5b643664fc1af9b3265267370127Satoshi Kataoka    }
260f4425aaae971fe78d44530ebe01cf7a59b2e47aaSatoshi Kataoka    return UNRELATED_CHAR;
261697a9d3541dd5b643664fc1af9b3265267370127Satoshi Kataoka}
262697a9d3541dd5b643664fc1af9b3265267370127Satoshi Kataoka
263ff74cc3e5e75fc0c6b9ffaa5e68d879775dc6115Keisuke Kuroyanagibool ProximityInfoState::isKeyInSerchKeysAfterIndex(const int index, const int keyId) const {
26420b6775acc957896bdb038dfd99794d6cd7cea5aSatoshi Kataoka    ASSERT(keyId >= 0 && index >= 0 && index < mSampledInputSize);
265e5cdd21102e4e49b18c696261a084783eb6d7e7aSatoshi Kataoka    return mSampledSearchKeySets[index].test(keyId);
266ff74cc3e5e75fc0c6b9ffaa5e68d879775dc6115Keisuke Kuroyanagi}
267ff74cc3e5e75fc0c6b9ffaa5e68d879775dc6115Keisuke Kuroyanagi
268ff74cc3e5e75fc0c6b9ffaa5e68d879775dc6115Keisuke Kuroyanagifloat ProximityInfoState::getDirection(const int index0, const int index1) const {
269ee62b78c9675bddaf2437e0cf521f6115e1d9febSatoshi Kataoka    return ProximityInfoStateUtils::getDirection(
270ee62b78c9675bddaf2437e0cf521f6115e1d9febSatoshi Kataoka            &mSampledInputXs, &mSampledInputYs, index0, index1);
271ff74cc3e5e75fc0c6b9ffaa5e68d879775dc6115Keisuke Kuroyanagi}
272ff74cc3e5e75fc0c6b9ffaa5e68d879775dc6115Keisuke Kuroyanagi
273e0349619acdba79223390c9925d81f7e88c7f8adSatoshi Kataokafloat ProximityInfoState::getMostProbableString(int *const codePointBuf) const {
27420b6775acc957896bdb038dfd99794d6cd7cea5aSatoshi Kataoka    memcpy(codePointBuf, mMostProbableString, sizeof(mMostProbableString));
27520b6775acc957896bdb038dfd99794d6cd7cea5aSatoshi Kataoka    return mMostProbableStringProbability;
276ff74cc3e5e75fc0c6b9ffaa5e68d879775dc6115Keisuke Kuroyanagi}
277ff74cc3e5e75fc0c6b9ffaa5e68d879775dc6115Keisuke Kuroyanagi
278f32869c6b6296a8bf594abdf0b18281d9312e54fSatoshi Kataokabool ProximityInfoState::hasSpaceProximity(const int index) const {
279f32869c6b6296a8bf594abdf0b18281d9312e54fSatoshi Kataoka    ASSERT(0 <= index && index < mSampledInputSize);
280f32869c6b6296a8bf594abdf0b18281d9312e54fSatoshi Kataoka    return mProximityInfo->hasSpaceProximity(getInputX(index), getInputY(index));
281f32869c6b6296a8bf594abdf0b18281d9312e54fSatoshi Kataoka}
282f32869c6b6296a8bf594abdf0b18281d9312e54fSatoshi Kataoka
283ff74cc3e5e75fc0c6b9ffaa5e68d879775dc6115Keisuke Kuroyanagi// Returns a probability of mapping index to keyIndex.
284ff74cc3e5e75fc0c6b9ffaa5e68d879775dc6115Keisuke Kuroyanagifloat ProximityInfoState::getProbability(const int index, const int keyIndex) const {
285feec20a692c9ffdecf7855a45531a12f129086caSatoshi Kataoka    ASSERT(0 <= index && index < mSampledInputSize);
286ff74cc3e5e75fc0c6b9ffaa5e68d879775dc6115Keisuke Kuroyanagi    hash_map_compat<int, float>::const_iterator it = mCharProbabilities[index].find(keyIndex);
287ff74cc3e5e75fc0c6b9ffaa5e68d879775dc6115Keisuke Kuroyanagi    if (it != mCharProbabilities[index].end()) {
288ff74cc3e5e75fc0c6b9ffaa5e68d879775dc6115Keisuke Kuroyanagi        return it->second;
289ff74cc3e5e75fc0c6b9ffaa5e68d879775dc6115Keisuke Kuroyanagi    }
290830ba67498c6da53b38212dd9ac5ba318a00de11Satoshi Kataoka    return static_cast<float>(MAX_VALUE_FOR_WEIGHTING);
291806eba452423e5e5971ef096dfae3fed180db665Keisuke Kuroyanagi}
2923e8c58f68d53e6cc9dbf59201c7bdfb8ad04a1cdSatoshi Kataoka} // namespace latinime
293