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| 1 | +/*- |
| 2 | + * -\-\- |
| 3 | + * locales-common |
| 4 | + * -- |
| 5 | + * Copyright (C) 2016 - 2025 Spotify AB |
| 6 | + * -- |
| 7 | + * Licensed under the Apache License, Version 2.0 (the "License"); |
| 8 | + * you may not use this file except in compliance with the License. |
| 9 | + * You may obtain a copy of the License at |
| 10 | + * |
| 11 | + * http://www.apache.org/licenses/LICENSE-2.0 |
| 12 | + * |
| 13 | + * Unless required by applicable law or agreed to in writing, software |
| 14 | + * distributed under the License is distributed on an "AS IS" BASIS, |
| 15 | + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| 16 | + * See the License for the specific language governing permissions and |
| 17 | + * limitations under the License. |
| 18 | + * -/-/- |
| 19 | + */ |
| 20 | + |
| 21 | +package com.spotify.i18n.locales.common.impl; |
| 22 | + |
| 23 | +import static com.spotify.i18n.locales.utils.hierarchy.LocalesHierarchyUtils.isSameLocale; |
| 24 | +import static com.spotify.i18n.locales.utils.language.LanguageUtils.getSpokenLanguageLocale; |
| 25 | +import static com.spotify.i18n.locales.utils.languagetag.LanguageTagUtils.parse; |
| 26 | + |
| 27 | +import com.google.auto.value.AutoValue; |
| 28 | +import com.ibm.icu.impl.locale.LSR; |
| 29 | +import com.ibm.icu.impl.locale.LikelySubtags; |
| 30 | +import com.ibm.icu.impl.locale.LocaleDistance; |
| 31 | +import com.ibm.icu.util.LocaleMatcher.Direction; |
| 32 | +import com.ibm.icu.util.LocaleMatcher.FavorSubtag; |
| 33 | +import com.ibm.icu.util.ULocale; |
| 34 | +import com.spotify.i18n.locales.common.LocaleAffinityBiCalculator; |
| 35 | +import com.spotify.i18n.locales.common.LocaleAffinityCalculator; |
| 36 | +import com.spotify.i18n.locales.common.model.LocaleAffinity; |
| 37 | +import com.spotify.i18n.locales.common.model.LocaleAffinityResult; |
| 38 | +import com.spotify.i18n.locales.utils.available.AvailableLocalesUtils; |
| 39 | +import edu.umd.cs.findbugs.annotations.Nullable; |
| 40 | +import java.util.Optional; |
| 41 | +import java.util.Set; |
| 42 | +import java.util.stream.Collectors; |
| 43 | + |
| 44 | +/** |
| 45 | + * Base implementation of {@link LocaleAffinityBiCalculator} that calculates the locale affinity |
| 46 | + * between two given language tags. |
| 47 | + * |
| 48 | + * <p>This class is not intended for public subclassing. New object instances must be created using |
| 49 | + * the builder pattern, starting with the {@link #builder()} method. |
| 50 | + * |
| 51 | + * @author Eric Fjøsne |
| 52 | + */ |
| 53 | +@AutoValue |
| 54 | +public abstract class LocaleAffinityBiCalculatorBaseImpl implements LocaleAffinityBiCalculator { |
| 55 | + |
| 56 | + // Set containing all available language codes in CLDR. |
| 57 | + private static final Set<String> AVAILABLE_LANGUAGE_CODES = |
| 58 | + AvailableLocalesUtils.getReferenceLocales().stream() |
| 59 | + .map(ULocale::getLanguage) |
| 60 | + .collect(Collectors.toSet()); |
| 61 | + |
| 62 | + // LocaleDistance.INSTANCE is commented as VisibleForTesting, so not ideal ... but this is the |
| 63 | + // only way to make use of this class, which provides the features we need here. |
| 64 | + private static final LocaleDistance LOCALE_DISTANCE_INSTANCE = LocaleDistance.INSTANCE; |
| 65 | + |
| 66 | + // LocaleDistance best distance method arguments, all assigned to their default as per icu |
| 67 | + // implementation. |
| 68 | + private static final int LOCALE_DISTANCE_SHIFTED = |
| 69 | + LocaleDistance.shiftDistance(LOCALE_DISTANCE_INSTANCE.getDefaultScriptDistance()); |
| 70 | + private static final int LOCALE_DISTANCE_SUPPORTED_LSRS_LENGTH = 1; |
| 71 | + private static final FavorSubtag LOCALE_DISTANCE_FAVOR_SUBTAG = FavorSubtag.LANGUAGE; |
| 72 | + private static final Direction LOCALE_DISTANCE_DIRECTION = Direction.WITH_ONE_WAY; |
| 73 | + |
| 74 | + // LikelySubtags.INSTANCE is commented as VisibleForTesting, so not ideal ... but this is the |
| 75 | + // only way to make use of this class, which provides the features we need here. |
| 76 | + private static final LikelySubtags LIKELY_SUBTAGS_INSTANCE = LikelySubtags.INSTANCE; |
| 77 | + |
| 78 | + // LikelySubtags method arguments, all assigned to their default as per icu implementation. |
| 79 | + private static final boolean LIKELY_SUBTAGS_RETURNS_INPUT_IF_UNMATCH = false; |
| 80 | + |
| 81 | + // Distance threshold: Anything above this value will be scored 0. |
| 82 | + private static final double DISTANCE_THRESHOLD = 224.0; |
| 83 | + |
| 84 | + // Score to affinity thresholds |
| 85 | + private static final int SCORE_THRESHOLD_MUTUALLY_INTELLIGIBLE = 65; |
| 86 | + private static final int SCORE_THRESHOLD_HIGH = 30; |
| 87 | + private static final int SCORE_THRESHOLD_LOW = 0; |
| 88 | + |
| 89 | + // Language codes for which we need some manual tweaks |
| 90 | + private static final String LANGUAGE_CODE_CROATIAN = "hr"; |
| 91 | + private static final String LANGUAGE_CODE_BOSNIAN = "bs"; |
| 92 | + |
| 93 | + /** |
| 94 | + * Returns the calculated {@link LocaleAffinityResult} for the given language tag |
| 95 | + * |
| 96 | + * @return the locale affinity result |
| 97 | + */ |
| 98 | + @Override |
| 99 | + public LocaleAffinityResult calculate( |
| 100 | + @Nullable final String languageTag1, @Nullable final String languageTag2) { |
| 101 | + return LocaleAffinityResult.builder().affinity(getAffinity(languageTag1, languageTag2)).build(); |
| 102 | + } |
| 103 | + |
| 104 | + private LocaleAffinity getAffinity( |
| 105 | + @Nullable final String languageTag1, @Nullable final String languageTag2) { |
| 106 | + // We parse the language tags, and filter out locales with a language unavailable in CLDR. |
| 107 | + final Optional<ULocale> locale1 = |
| 108 | + parse(languageTag1).filter(locale -> isAvailableLanguage(locale)); |
| 109 | + final Optional<ULocale> locale2 = |
| 110 | + parse(languageTag2).filter(locale -> isAvailableLanguage(locale)); |
| 111 | + |
| 112 | + if (locale1.isPresent() && locale2.isPresent()) { |
| 113 | + // We attempt to match based on corresponding spoken language first, and make use of the |
| 114 | + // score-based affinity calculation as fallback. |
| 115 | + if (hasSameSpokenLanguageAffinity(locale1.get(), locale2.get())) { |
| 116 | + return LocaleAffinity.SAME; |
| 117 | + } else { |
| 118 | + return calculateScoreBasedAffinity(locale1.get(), locale2.get()); |
| 119 | + } |
| 120 | + } else { |
| 121 | + return LocaleAffinity.NONE; |
| 122 | + } |
| 123 | + } |
| 124 | + |
| 125 | + private boolean hasSameSpokenLanguageAffinity(final ULocale locale1, final ULocale locale2) { |
| 126 | + final Optional<ULocale> spoken1 = getSpokenLanguageLocale(locale1.toLanguageTag()); |
| 127 | + final Optional<ULocale> spoken2 = getSpokenLanguageLocale(locale2.toLanguageTag()); |
| 128 | + return spoken1.isPresent() && spoken2.isPresent() && isSameLocale(spoken1.get(), spoken2.get()); |
| 129 | + } |
| 130 | + |
| 131 | + static LocaleAffinity calculateScoreBasedAffinity(final ULocale l1, final ULocale l2) { |
| 132 | + int bestDistance = getDistanceBetweenLocales(l1, l2); |
| 133 | + int correspondingScore = convertDistanceToAffinityScore(bestDistance); |
| 134 | + return convertScoreToLocaleAffinity(correspondingScore); |
| 135 | + } |
| 136 | + |
| 137 | + static boolean isAvailableLanguage(final ULocale locale) { |
| 138 | + return AVAILABLE_LANGUAGE_CODES.contains(locale.getLanguage().toLowerCase()); |
| 139 | + } |
| 140 | + |
| 141 | + private static int getDistanceBetweenLocales(final ULocale locale1, final ULocale locale2) { |
| 142 | + final LSR lsr1 = getMaximizedLanguageScriptRegion(locale1); |
| 143 | + final LSR lsr2 = getMaximizedLanguageScriptRegion(locale2); |
| 144 | + return getDistanceBetweenLSR(lsr1, lsr2); |
| 145 | + } |
| 146 | + |
| 147 | + static int getDistanceBetweenLSR(LSR lsr1, LSR lsr2) { |
| 148 | + // Croatian should be matched with Bosnian. This is the case for Bosnian written in Latin |
| 149 | + // script, but not Cyrillic, because the ICU implementation enforces script matching. We |
| 150 | + // created a workaround to ensure that we return a MUTUALLY_INTELLIGIBLE affinity when |
| 151 | + // encountering this locale. |
| 152 | + if (calculatingDistanceBetweenCroatianAndBosnian(lsr1, lsr2)) { |
| 153 | + return 0; |
| 154 | + } else { |
| 155 | + // We calculate distances both ways, and return the minimum value. |
| 156 | + return Math.min(calculateDistance(lsr1, lsr2), calculateDistance(lsr2, lsr1)); |
| 157 | + } |
| 158 | + } |
| 159 | + |
| 160 | + private static int calculateDistance(LSR lsr1, LSR lsr2) { |
| 161 | + return Math.abs( |
| 162 | + LOCALE_DISTANCE_INSTANCE.getBestIndexAndDistance( |
| 163 | + lsr1, |
| 164 | + new LSR[] {lsr2}, |
| 165 | + LOCALE_DISTANCE_SUPPORTED_LSRS_LENGTH, |
| 166 | + LOCALE_DISTANCE_SHIFTED, |
| 167 | + LOCALE_DISTANCE_FAVOR_SUBTAG, |
| 168 | + LOCALE_DISTANCE_DIRECTION)); |
| 169 | + } |
| 170 | + |
| 171 | + static int convertDistanceToAffinityScore(final int distance) { |
| 172 | + if (distance > DISTANCE_THRESHOLD) { |
| 173 | + return 0; |
| 174 | + } else { |
| 175 | + return (int) ((DISTANCE_THRESHOLD - distance) / DISTANCE_THRESHOLD * 100.0); |
| 176 | + } |
| 177 | + } |
| 178 | + |
| 179 | + static LocaleAffinity convertScoreToLocaleAffinity(final int score) { |
| 180 | + if (score > SCORE_THRESHOLD_MUTUALLY_INTELLIGIBLE) { |
| 181 | + return LocaleAffinity.MUTUALLY_INTELLIGIBLE; |
| 182 | + } else if (score > SCORE_THRESHOLD_HIGH) { |
| 183 | + return LocaleAffinity.HIGH; |
| 184 | + } else if (score > SCORE_THRESHOLD_LOW) { |
| 185 | + return LocaleAffinity.LOW; |
| 186 | + } else { |
| 187 | + return LocaleAffinity.NONE; |
| 188 | + } |
| 189 | + } |
| 190 | + |
| 191 | + private static boolean calculatingDistanceBetweenCroatianAndBosnian( |
| 192 | + final LSR lsr1, final LSR lsr2) { |
| 193 | + return (lsr1.language.equals(LANGUAGE_CODE_CROATIAN) |
| 194 | + && lsr2.language.equals(LANGUAGE_CODE_BOSNIAN)) |
| 195 | + || (lsr1.language.equals(LANGUAGE_CODE_BOSNIAN) |
| 196 | + && lsr2.language.equals(LANGUAGE_CODE_CROATIAN)); |
| 197 | + } |
| 198 | + |
| 199 | + static LSR getMaximizedLanguageScriptRegion(final ULocale locale) { |
| 200 | + return LIKELY_SUBTAGS_INSTANCE.makeMaximizedLsrFrom( |
| 201 | + locale, LIKELY_SUBTAGS_RETURNS_INPUT_IF_UNMATCH); |
| 202 | + } |
| 203 | + |
| 204 | + /** |
| 205 | + * Returns a {@link Builder} instance that will allow you to manually create a {@link |
| 206 | + * LocaleAffinityBiCalculatorBaseImpl} instance. |
| 207 | + * |
| 208 | + * @return The builder |
| 209 | + */ |
| 210 | + public static Builder builder() { |
| 211 | + return new AutoValue_LocaleAffinityBiCalculatorBaseImpl.Builder(); |
| 212 | + } |
| 213 | + |
| 214 | + /** A builder for a {@link LocaleAffinityBiCalculatorBaseImpl}. */ |
| 215 | + @AutoValue.Builder |
| 216 | + public abstract static class Builder { |
| 217 | + Builder() {} // package private constructor |
| 218 | + |
| 219 | + abstract LocaleAffinityBiCalculatorBaseImpl autoBuild(); |
| 220 | + |
| 221 | + /** Builds a {@link LocaleAffinityCalculator} out of this builder. */ |
| 222 | + public final LocaleAffinityBiCalculator build() { |
| 223 | + return autoBuild(); |
| 224 | + } |
| 225 | + } |
| 226 | +} |
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