/* * Copyright (C) 2018 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 com.android.textclassifier; import androidx.annotation.FloatRange; import androidx.collection.ArrayMap; import com.google.common.base.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. */ final class EntityConfidence { static final EntityConfidence EMPTY = new EntityConfidence(Collections.emptyMap()); private final ArrayMap entityConfidence = new ArrayMap<>(); private final ArrayList sortedEntities = new ArrayList<>(); /** * 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(Map source) { Preconditions.checkNotNull(source); // Prune non-existent entities and clamp to 1. entityConfidence.ensureCapacity(source.size()); for (Map.Entry it : source.entrySet()) { if (it.getValue() <= 0) { continue; } entityConfidence.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. */ public List getEntities() { return Collections.unmodifiableList(sortedEntities); } /** * 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) { return entityConfidence.getOrDefault(entity, 0f); } @Override public String toString() { return entityConfidence.toString(); } private void resetSortedEntitiesFromMap() { sortedEntities.clear(); sortedEntities.ensureCapacity(entityConfidence.size()); sortedEntities.addAll(entityConfidence.keySet()); sortedEntities.sort( (e1, e2) -> { float score1 = entityConfidence.get(e1); float score2 = entityConfidence.get(e2); return Float.compare(score2, score1); }); } }