/*
 * Copyright (C) 2017 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.
 */

package android.view.textclassifier;

import android.annotation.FloatRange;
import android.annotation.NonNull;
import android.os.Parcel;
import android.os.Parcelable;
import android.util.ArrayMap;

import com.android.internal.util.Preconditions;

import java.util.ArrayList;
import java.util.Collections;
import java.util.List;
import java.util.Map;

Helper object for setting and getting entity scores for classified text.
@hide
/** * Helper object for setting and getting entity scores for classified text. * * @hide */
final class EntityConfidence implements Parcelable { private final ArrayMap<String, Float> mEntityConfidence = new ArrayMap<>(); private final ArrayList<String> mSortedEntities = new ArrayList<>(); EntityConfidence() {} EntityConfidence(@NonNull EntityConfidence source) { Preconditions.checkNotNull(source); mEntityConfidence.putAll(source.mEntityConfidence); mSortedEntities.addAll(source.mSortedEntities); }
Constructs an EntityConfidence from a map of entity to confidence. Map entries that have 0 confidence are removed, and values greater than 1 are clamped to 1.
Params:
  • source – a map from entity to a confidence value in the range 0 (low confidence) to 1 (high confidence).
/** * Constructs an EntityConfidence from a map of entity to confidence. * * Map entries that have 0 confidence are removed, and values greater than 1 are clamped to 1. * * @param source a map from entity to a confidence value in the range 0 (low confidence) to * 1 (high confidence). */
EntityConfidence(@NonNull Map<String, Float> source) { Preconditions.checkNotNull(source); // Prune non-existent entities and clamp to 1. mEntityConfidence.ensureCapacity(source.size()); for (Map.Entry<String, Float> it : source.entrySet()) { if (it.getValue() <= 0) continue; mEntityConfidence.put(it.getKey(), Math.min(1, it.getValue())); } resetSortedEntitiesFromMap(); }
Returns an immutable list of entities found in the classified text ordered from high confidence to low confidence.
/** * Returns an immutable list of entities found in the classified text ordered from * high confidence to low confidence. */
@NonNull public List<String> getEntities() { return Collections.unmodifiableList(mSortedEntities); }
Returns the confidence score for the specified entity. The value ranges from 0 (low confidence) to 1 (high confidence). 0 indicates that the entity was not found for the classified text.
/** * Returns the confidence score for the specified entity. The value ranges from * 0 (low confidence) to 1 (high confidence). 0 indicates that the entity was not found for the * classified text. */
@FloatRange(from = 0.0, to = 1.0) public float getConfidenceScore(String entity) { if (mEntityConfidence.containsKey(entity)) { return mEntityConfidence.get(entity); } return 0; } @Override public String toString() { return mEntityConfidence.toString(); } @Override public int describeContents() { return 0; } @Override public void writeToParcel(Parcel dest, int flags) { dest.writeInt(mEntityConfidence.size()); for (Map.Entry<String, Float> entry : mEntityConfidence.entrySet()) { dest.writeString(entry.getKey()); dest.writeFloat(entry.getValue()); } } public static final Parcelable.Creator<EntityConfidence> CREATOR = new Parcelable.Creator<EntityConfidence>() { @Override public EntityConfidence createFromParcel(Parcel in) { return new EntityConfidence(in); } @Override public EntityConfidence[] newArray(int size) { return new EntityConfidence[size]; } }; private EntityConfidence(Parcel in) { final int numEntities = in.readInt(); mEntityConfidence.ensureCapacity(numEntities); for (int i = 0; i < numEntities; ++i) { mEntityConfidence.put(in.readString(), in.readFloat()); } resetSortedEntitiesFromMap(); } private void resetSortedEntitiesFromMap() { mSortedEntities.clear(); mSortedEntities.ensureCapacity(mEntityConfidence.size()); mSortedEntities.addAll(mEntityConfidence.keySet()); mSortedEntities.sort((e1, e2) -> { float score1 = mEntityConfidence.get(e1); float score2 = mEntityConfidence.get(e2); return Float.compare(score2, score1); }); } }