/* * Copyright (C) 2016 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.incallui.answer.impl.classifier; import android.content.Context; import android.hardware.SensorEvent; import android.util.DisplayMetrics; import android.view.MotionEvent; import com.android.dialer.common.ConfigProviderBindings; /** An classifier trying to determine whether it is a human interacting with the phone or not. */ class HumanInteractionClassifier extends Classifier { private static final String CONFIG_ANSWER_FALSE_TOUCH_DETECTION_ENABLED = "answer_false_touch_detection_enabled"; private final StrokeClassifier[] mStrokeClassifiers; private final GestureClassifier[] mGestureClassifiers; private final HistoryEvaluator mHistoryEvaluator; private final boolean mEnabled; HumanInteractionClassifier(Context context) { DisplayMetrics displayMetrics = context.getResources().getDisplayMetrics(); // If the phone is rotated to landscape, the calculations would be wrong if xdpi and ydpi // were to be used separately. Due negligible differences in xdpi and ydpi we can just // take the average. // Note that xdpi and ydpi are the physical pixels per inch and are not affected by scaling. float dpi = (displayMetrics.xdpi + displayMetrics.ydpi) / 2.0f; mClassifierData = new ClassifierData(dpi, displayMetrics.heightPixels); mHistoryEvaluator = new HistoryEvaluator(); mEnabled = ConfigProviderBindings.get(context) .getBoolean(CONFIG_ANSWER_FALSE_TOUCH_DETECTION_ENABLED, true); mStrokeClassifiers = new StrokeClassifier[] { new AnglesClassifier(mClassifierData), new SpeedClassifier(mClassifierData), new DurationCountClassifier(mClassifierData), new EndPointRatioClassifier(mClassifierData), new EndPointLengthClassifier(mClassifierData), new AccelerationClassifier(mClassifierData), new SpeedAnglesClassifier(mClassifierData), new LengthCountClassifier(mClassifierData), new DirectionClassifier(mClassifierData) }; mGestureClassifiers = new GestureClassifier[] { new PointerCountClassifier(mClassifierData), new ProximityClassifier(mClassifierData) }; } @Override public void onTouchEvent(MotionEvent event) { // If the user is dragging down the notification, they might want to drag it down // enough to see the content, read it for a while and then lift the finger to open // the notification. This kind of motion scores very bad in the Classifier so the // MotionEvents which are close to the current position of the finger are not // sent to the classifiers until the finger moves far enough. When the finger if lifted // up, the last MotionEvent which was far enough from the finger is set as the final // MotionEvent and sent to the Classifiers. addTouchEvent(event); } private void addTouchEvent(MotionEvent event) { mClassifierData.update(event); for (StrokeClassifier c : mStrokeClassifiers) { c.onTouchEvent(event); } for (GestureClassifier c : mGestureClassifiers) { c.onTouchEvent(event); } int size = mClassifierData.getEndingStrokes().size(); for (int i = 0; i < size; i++) { Stroke stroke = mClassifierData.getEndingStrokes().get(i); float evaluation = 0.0f; for (StrokeClassifier c : mStrokeClassifiers) { float e = c.getFalseTouchEvaluation(stroke); evaluation += e; } mHistoryEvaluator.addStroke(evaluation); } int action = event.getActionMasked(); if (action == MotionEvent.ACTION_UP || action == MotionEvent.ACTION_CANCEL) { float evaluation = 0.0f; for (GestureClassifier c : mGestureClassifiers) { float e = c.getFalseTouchEvaluation(); evaluation += e; } mHistoryEvaluator.addGesture(evaluation); } mClassifierData.cleanUp(event); } @Override public void onSensorChanged(SensorEvent event) { for (Classifier c : mStrokeClassifiers) { c.onSensorChanged(event); } for (Classifier c : mGestureClassifiers) { c.onSensorChanged(event); } } boolean isFalseTouch() { float evaluation = mHistoryEvaluator.getEvaluation(); return evaluation >= 5.0f; } public boolean isEnabled() { return mEnabled; } @Override public String getTag() { return "HIC"; } }