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-rw-r--r--native/jni/src/suggest/policyimpl/dictionary/utils/decaying_utils.cpp129
1 files changed, 129 insertions, 0 deletions
diff --git a/native/jni/src/suggest/policyimpl/dictionary/utils/decaying_utils.cpp b/native/jni/src/suggest/policyimpl/dictionary/utils/decaying_utils.cpp
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+++ b/native/jni/src/suggest/policyimpl/dictionary/utils/decaying_utils.cpp
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+/*
+ * Copyright (C) 2013, The Android Open Source Project
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "suggest/policyimpl/dictionary/utils/decaying_utils.h"
+
+#include "suggest/policyimpl/dictionary/utils/probability_utils.h"
+
+namespace latinime {
+
+const int DecayingUtils::MAX_UNIGRAM_COUNT = 12000;
+const int DecayingUtils::MAX_UNIGRAM_COUNT_AFTER_GC = 10000;
+const int DecayingUtils::MAX_BIGRAM_COUNT = 12000;
+const int DecayingUtils::MAX_BIGRAM_COUNT_AFTER_GC = 10000;
+
+const int DecayingUtils::MAX_COMPUTED_PROBABILITY = 127;
+const int DecayingUtils::MAX_UNIGRAM_PROBABILITY = 120;
+const int DecayingUtils::MIN_VALID_UNIGRAM_PROBABILITY = 24;
+const int DecayingUtils::UNIGRAM_PROBABILITY_STEP = 8;
+const int DecayingUtils::MAX_BIGRAM_PROBABILITY_DELTA = 15;
+const int DecayingUtils::MIN_VALID_BIGRAM_PROBABILITY_DELTA = 3;
+const int DecayingUtils::BIGRAM_PROBABILITY_DELTA_STEP = 1;
+
+/* static */ int DecayingUtils::getProbability(const int encodedUnigramProbability,
+ const int encodedBigramProbabilityDelta) {
+ if (encodedUnigramProbability == NOT_A_PROBABILITY) {
+ return NOT_A_PROBABILITY;
+ } else if (encodedBigramProbabilityDelta == NOT_A_PROBABILITY) {
+ const int rawProbability = ProbabilityUtils::backoff(decodeUnigramProbability(
+ encodedUnigramProbability));
+ return min(getDecayedProbability(rawProbability), MAX_COMPUTED_PROBABILITY);
+ } else {
+ const int rawProbability = ProbabilityUtils::computeProbabilityForBigram(
+ decodeUnigramProbability(encodedUnigramProbability),
+ decodeBigramProbabilityDelta(encodedBigramProbabilityDelta));
+ return min(getDecayedProbability(rawProbability), MAX_COMPUTED_PROBABILITY);
+ }
+}
+
+/* static */ int DecayingUtils::getUpdatedUnigramProbability(const int originalEncodedProbability,
+ const int newProbability) {
+ if (originalEncodedProbability == NOT_A_PROBABILITY) {
+ // The unigram is not in this dictionary.
+ if (newProbability == NOT_A_PROBABILITY) {
+ // The unigram is not in other dictionaries.
+ return 0;
+ } else {
+ return MIN_VALID_UNIGRAM_PROBABILITY;
+ }
+ } else {
+ if (newProbability != NOT_A_PROBABILITY
+ && originalEncodedProbability < MIN_VALID_UNIGRAM_PROBABILITY) {
+ return MIN_VALID_UNIGRAM_PROBABILITY;
+ }
+ return min(originalEncodedProbability + UNIGRAM_PROBABILITY_STEP, MAX_UNIGRAM_PROBABILITY);
+ }
+}
+
+/* static */ int DecayingUtils::getUnigramProbabilityToSave(const int encodedProbability) {
+ return max(encodedProbability - UNIGRAM_PROBABILITY_STEP, 0);
+}
+
+/* static */ int DecayingUtils::getBigramProbabilityDeltaToSave(const int encodedProbabilityDelta) {
+ return max(encodedProbabilityDelta - BIGRAM_PROBABILITY_DELTA_STEP, 0);
+}
+
+/* static */ int DecayingUtils::getUpdatedBigramProbabilityDelta(
+ const int originalEncodedProbabilityDelta, const int newProbability) {
+ if (originalEncodedProbabilityDelta == NOT_A_PROBABILITY) {
+ // The bigram relation is not in this dictionary.
+ if (newProbability == NOT_A_PROBABILITY) {
+ // The bigram target is not in other dictionaries.
+ return 0;
+ } else {
+ return MIN_VALID_BIGRAM_PROBABILITY_DELTA;
+ }
+ } else {
+ if (newProbability != NOT_A_PROBABILITY
+ && originalEncodedProbabilityDelta < MIN_VALID_BIGRAM_PROBABILITY_DELTA) {
+ return MIN_VALID_BIGRAM_PROBABILITY_DELTA;
+ }
+ return min(originalEncodedProbabilityDelta + BIGRAM_PROBABILITY_DELTA_STEP,
+ MAX_BIGRAM_PROBABILITY_DELTA);
+ }
+}
+
+/* static */ int DecayingUtils::isValidUnigram(const int encodedUnigramProbability) {
+ return encodedUnigramProbability >= MIN_VALID_UNIGRAM_PROBABILITY;
+}
+
+/* static */ int DecayingUtils::isValidBigram(const int encodedBigramProbabilityDelta) {
+ return encodedBigramProbabilityDelta >= MIN_VALID_BIGRAM_PROBABILITY_DELTA;
+}
+
+/* static */ int DecayingUtils::decodeUnigramProbability(const int encodedProbability) {
+ const int probability = encodedProbability - MIN_VALID_UNIGRAM_PROBABILITY;
+ if (probability < 0) {
+ return NOT_A_PROBABILITY;
+ } else {
+ return min(probability, MAX_UNIGRAM_PROBABILITY);
+ }
+}
+
+/* static */ int DecayingUtils::decodeBigramProbabilityDelta(const int encodedProbabilityDelta) {
+ const int probabilityDelta = encodedProbabilityDelta - MIN_VALID_BIGRAM_PROBABILITY_DELTA;
+ if (probabilityDelta < 0) {
+ return NOT_A_PROBABILITY;
+ } else {
+ return min(probabilityDelta, MAX_BIGRAM_PROBABILITY_DELTA);
+ }
+}
+
+/* static */ int DecayingUtils::getDecayedProbability(const int rawProbability) {
+ return rawProbability;
+}
+
+} // namespace latinime