147 lines
4.7 KiB
Java
147 lines
4.7 KiB
Java
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/*
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* Copyright (C) 2017 The Android Open Source Project
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package android.view.textclassifier;
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import android.annotation.FloatRange;
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import android.annotation.NonNull;
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import android.os.Parcel;
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import android.os.Parcelable;
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import android.util.ArrayMap;
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import java.util.ArrayList;
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import java.util.Collections;
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import java.util.List;
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import java.util.Map;
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import java.util.Objects;
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/**
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* Helper object for setting and getting entity scores for classified text.
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*
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* @hide
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*/
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final class EntityConfidence implements Parcelable {
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private final ArrayMap<String, Float> mEntityConfidence = new ArrayMap<>();
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private final ArrayList<String> mSortedEntities = new ArrayList<>();
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EntityConfidence() {}
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EntityConfidence(@NonNull EntityConfidence source) {
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Objects.requireNonNull(source);
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mEntityConfidence.putAll(source.mEntityConfidence);
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mSortedEntities.addAll(source.mSortedEntities);
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}
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/**
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* Constructs an EntityConfidence from a map of entity to confidence.
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*
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* Map entries that have 0 confidence are removed, and values greater than 1 are clamped to 1.
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*
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* @param source a map from entity to a confidence value in the range 0 (low confidence) to
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* 1 (high confidence).
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*/
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EntityConfidence(@NonNull Map<String, Float> source) {
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Objects.requireNonNull(source);
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// Prune non-existent entities and clamp to 1.
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mEntityConfidence.ensureCapacity(source.size());
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for (Map.Entry<String, Float> it : source.entrySet()) {
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if (it.getValue() <= 0) continue;
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mEntityConfidence.put(it.getKey(), Math.min(1, it.getValue()));
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}
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resetSortedEntitiesFromMap();
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}
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/**
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* Returns an immutable list of entities found in the classified text ordered from
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* high confidence to low confidence.
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*/
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@NonNull
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public List<String> getEntities() {
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return Collections.unmodifiableList(mSortedEntities);
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}
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/**
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* Returns the confidence score for the specified entity. The value ranges from
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* 0 (low confidence) to 1 (high confidence). 0 indicates that the entity was not found for the
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* classified text.
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*/
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@FloatRange(from = 0.0, to = 1.0)
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public float getConfidenceScore(String entity) {
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if (mEntityConfidence.containsKey(entity)) {
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return mEntityConfidence.get(entity);
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}
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return 0;
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}
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public Map<String, Float> toMap() {
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return new ArrayMap(mEntityConfidence);
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}
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@Override
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public String toString() {
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return mEntityConfidence.toString();
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}
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@Override
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public int describeContents() {
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return 0;
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}
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@Override
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public void writeToParcel(Parcel dest, int flags) {
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dest.writeInt(mEntityConfidence.size());
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for (Map.Entry<String, Float> entry : mEntityConfidence.entrySet()) {
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dest.writeString(entry.getKey());
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dest.writeFloat(entry.getValue());
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}
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}
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public static final @android.annotation.NonNull Parcelable.Creator<EntityConfidence> CREATOR =
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new Parcelable.Creator<EntityConfidence>() {
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@Override
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public EntityConfidence createFromParcel(Parcel in) {
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return new EntityConfidence(in);
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}
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@Override
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public EntityConfidence[] newArray(int size) {
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return new EntityConfidence[size];
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}
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};
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private EntityConfidence(Parcel in) {
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final int numEntities = in.readInt();
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mEntityConfidence.ensureCapacity(numEntities);
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for (int i = 0; i < numEntities; ++i) {
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mEntityConfidence.put(in.readString(), in.readFloat());
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}
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resetSortedEntitiesFromMap();
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}
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private void resetSortedEntitiesFromMap() {
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mSortedEntities.clear();
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mSortedEntities.ensureCapacity(mEntityConfidence.size());
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mSortedEntities.addAll(mEntityConfidence.keySet());
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mSortedEntities.sort((e1, e2) -> {
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float score1 = mEntityConfidence.get(e1);
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float score2 = mEntityConfidence.get(e2);
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return Float.compare(score2, score1);
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});
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}
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}
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