mirror of https://github.com/M66B/FairEmail.git
229 lines
7.9 KiB
229 lines
7.9 KiB
package eu.faircode.email;
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/*
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This file is part of FairEmail.
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FairEmail is free software: you can redistribute it and/or modify
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it under the terms of the GNU General Public License as published by
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the Free Software Foundation, either version 3 of the License, or
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(at your option) any later version.
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FairEmail is distributed in the hope that it will be useful,
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but WITHOUT ANY WARRANTY; without even the implied warranty of
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MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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GNU General Public License for more details.
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You should have received a copy of the GNU General Public License
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along with FairEmail. If not, see <http://www.gnu.org/licenses/>.
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Copyright 2018-2021 by Marcel Bokhorst (M66B)
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*/
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import android.app.Person;
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import android.content.Context;
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import android.content.SharedPreferences;
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import android.icu.text.Transliterator;
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import android.os.Build;
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import android.os.SystemClock;
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import android.text.TextUtils;
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import android.view.textclassifier.ConversationAction;
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import android.view.textclassifier.ConversationActions;
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import android.view.textclassifier.TextClassificationManager;
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import android.view.textclassifier.TextClassifier;
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import androidx.annotation.RequiresApi;
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import androidx.preference.PreferenceManager;
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import java.time.ZoneId;
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import java.time.ZonedDateTime;
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import java.util.ArrayList;
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import java.util.Arrays;
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import java.util.Collections;
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import java.util.Date;
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import java.util.HashSet;
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import java.util.List;
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import java.util.Locale;
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import java.util.Set;
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import java.util.concurrent.Callable;
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import java.util.concurrent.ExecutorService;
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import java.util.concurrent.Future;
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import java.util.concurrent.TimeUnit;
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import java.util.concurrent.TimeoutException;
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public class TextHelper {
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private static final int MAX_DETECT_SAMPLE_SIZE = 8192;
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private static final float MIN_DETECT_PROBABILITY = 0.80f;
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private static final String TRANSLITERATOR = "Any-Latin; Latin-ASCII";
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private static final int MAX_CONVERSATION_SAMPLE_SIZE = 8192;
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private static final long MAX_CONVERSATION_DURATION = 5000; // milliseconds
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private static final ExecutorService executor =
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Helper.getBackgroundExecutor(0, "text");
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static {
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System.loadLibrary("fairemail");
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}
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private static native DetectResult jni_detect_language(byte[] octets);
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static Locale detectLanguage(Context context, String text) {
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// Why not ML kit?
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// https://developers.google.com/ml-kit/terms
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if (TextUtils.isEmpty(text))
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return null;
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byte[] octets = text.getBytes();
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byte[] sample;
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if (octets.length < MAX_DETECT_SAMPLE_SIZE)
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sample = octets;
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else {
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sample = new byte[MAX_DETECT_SAMPLE_SIZE];
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System.arraycopy(octets, 0, sample, 0, MAX_DETECT_SAMPLE_SIZE);
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}
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long start = new Date().getTime();
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Log.i("cld3 sample=" + sample.length);
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DetectResult result = jni_detect_language(sample);
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long elapse = new Date().getTime() - start;
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Log.i("cld3 language=" + result + " elapse=" + elapse);
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if (result.probability < MIN_DETECT_PROBABILITY)
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return null;
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try {
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return Locale.forLanguageTag(result.language);
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} catch (Throwable ex) {
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Log.w(ex);
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return null;
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}
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}
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static boolean canTransliterate() {
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if (!BuildConfig.DEBUG)
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return false;
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if (Build.VERSION.SDK_INT < Build.VERSION_CODES.Q)
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return false;
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try {
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Transliterator.getInstance(TRANSLITERATOR);
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return true;
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} catch (Throwable ex) {
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return false;
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}
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}
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static String transliterate(Context context, String text) {
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if (Build.VERSION.SDK_INT < Build.VERSION_CODES.Q)
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return text;
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SharedPreferences prefs = PreferenceManager.getDefaultSharedPreferences(context);
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boolean notify_transliterate = prefs.getBoolean("notify_transliterate", false);
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if (!notify_transliterate)
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return text;
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try {
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// http://userguide.icu-project.org/transforms/general
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return Transliterator.getInstance(TRANSLITERATOR).transliterate(text);
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} catch (Throwable ex) {
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Log.w(ex);
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}
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return text;
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}
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static ConversationActions getConversationActions(
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Context context, String[] texts, boolean replies, boolean outgoing, long time) {
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if (Build.VERSION.SDK_INT < Build.VERSION_CODES.Q)
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return null;
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TextClassificationManager tcm =
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(TextClassificationManager) context.getSystemService(Context.TEXT_CLASSIFICATION_SERVICE);
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if (tcm == null)
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return null;
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Person author = outgoing
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? ConversationActions.Message.PERSON_USER_SELF
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: ConversationActions.Message.PERSON_USER_OTHERS;
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ZonedDateTime dt = new Date(time)
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.toInstant()
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.atZone(ZoneId.systemDefault());
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List<ConversationActions.Message> input = new ArrayList<>();
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for (String text : texts)
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if (!TextUtils.isEmpty(text)) {
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if (text.length() > MAX_CONVERSATION_SAMPLE_SIZE)
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text = text.substring(0, MAX_CONVERSATION_SAMPLE_SIZE);
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input.add(new ConversationActions.Message.Builder(author)
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.setReferenceTime(dt)
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.setText(text)
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.build());
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}
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Set<String> excluded = new HashSet<>(Arrays.asList(
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ConversationAction.TYPE_OPEN_URL,
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ConversationAction.TYPE_SEND_EMAIL
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));
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if (!replies)
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excluded.add(ConversationAction.TYPE_TEXT_REPLY);
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TextClassifier.EntityConfig config =
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new TextClassifier.EntityConfig.Builder()
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.setExcludedTypes(excluded)
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.build();
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List<String> hints = Collections.unmodifiableList(Arrays.asList(
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ConversationActions.Request.HINT_FOR_IN_APP
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));
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ConversationActions.Request request =
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new ConversationActions.Request.Builder(input)
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.setTypeConfig(config)
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.setHints(hints)
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.build();
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Future<ConversationActions> future = executor.submit(new Callable<ConversationActions>() {
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@Override
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@RequiresApi(api = Build.VERSION_CODES.Q)
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public ConversationActions call() throws Exception {
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long start = SystemClock.elapsedRealtime();
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try {
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return tcm.getTextClassifier().suggestConversationActions(request);
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} finally {
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long elapse = SystemClock.elapsedRealtime() - start;
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Log.i("Conversation actions=" + elapse + " ms");
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}
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}
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});
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try {
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return future.get(MAX_CONVERSATION_DURATION, TimeUnit.MILLISECONDS);
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} catch (TimeoutException ex) {
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Log.e(ex);
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SharedPreferences prefs = PreferenceManager.getDefaultSharedPreferences(context);
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prefs.edit().putBoolean("conversation_actions", false);
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return null;
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} catch (Throwable ex) {
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Log.e(ex);
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return null;
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}
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}
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private static class DetectResult {
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String language;
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float probability;
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boolean is_reliable;
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float proportion;
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DetectResult(String language, float probability, boolean is_reliable, float proportion) {
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this.language = language;
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this.probability = probability;
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this.is_reliable = is_reliable;
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this.proportion = proportion;
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}
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@Override
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public String toString() {
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return language + " p=" + probability + " r=" + is_reliable + " pr=" + proportion;
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}
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}
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}
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