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Merge pull request #424 from this-Aditya/google-activity
Implemented plugin for Google Activity Recognition API
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# Google Activity plugin of RADAR-pRMT | ||
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Plugin to monitor the user activity transition data. The user activity data is tracked via Google Activity Recognition API. The API automatically detects activities by periodically reading short bursts of sensor data and processing them using machine learning models. This API provides the activity and transition of it. | ||
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This plugin requires the Android `ACTIVITY_RECOGNITION` permission for devices with API level 29 or higher, and the `com.google.android.gms.permission.ACTIVITY_RECOGNITION` permission for devices with API level 28 or lower. | ||
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## Installation | ||
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To add the plugin to your app, add the following snippet to your app's `build.gradle` file. | ||
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```gradle | ||
dependencies { | ||
implementation "org.radarbase:radar-android-google-activity:$radarCommonsAndroidVersion" | ||
} | ||
``` | ||
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Add `org.radarbase.passive.google.activity.GoogleActivityProvider` to the `plugins` variable of the `RadarService` instance in your app. | ||
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## Configuration | ||
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To enable this plugin, add the provider `google_activity` to `plugins` property of the configuration. | ||
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This plugin produces data for the following topics: (types starts with `org.radarcns.passive.google` namespace) | ||
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| Topic | Type | Description | | ||
|--------------------------------------------|---------------------------------|---------------------------------------------------------------------------------------| | ||
| `android_google_activity_transition_event` | `GoogleActivityTransitionEvent` | Represents an activity transition event, for example start to walk, stop running etc. | |
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apply from: "$rootDir/gradle/android.gradle" | ||
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android { | ||
namespace "org.radarbase.passive.google.activity" | ||
} | ||
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//---------------------------------------------------------------------------// | ||
// Configuration // | ||
//---------------------------------------------------------------------------// | ||
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description = 'Google Activity Recognition plugin for RADAR passive remote monitoring app.' | ||
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//---------------------------------------------------------------------------// | ||
// Sources and classpath configurations // | ||
//---------------------------------------------------------------------------// | ||
dependencies { | ||
api project(':radar-commons-android') | ||
implementation 'com.google.android.gms:play-services-location:21.0.1' | ||
} | ||
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apply from: "$rootDir/gradle/publishing.gradle" |
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plugins/radar-android-google-activity/src/main/AndroidManifest.xml
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<manifest xmlns:tools="http://schemas.android.com/tools" | ||
xmlns:android="http://schemas.android.com/apk/res/android"> | ||
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<uses-permission android:name="android.permission.ACTIVITY_RECOGNITION" /> | ||
<uses-permission android:name="com.google.android.gms.permission.ACTIVITY_RECOGNITION" | ||
android:maxSdkVersion="28" /> | ||
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<application android:allowBackup="true"> | ||
<service android:name=".GoogleActivityService" | ||
android:exported="false" | ||
android:description="@string/google_activity_description" /> | ||
</application> | ||
</manifest> |
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...ctivity/src/main/java/org/radarbase/passive/google/activity/ActivityTransitionReceiver.kt
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/* | ||
* Copyright 2017 The Hyve | ||
* | ||
* 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. | ||
*/ | ||
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package org.radarbase.passive.google.activity | ||
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import android.content.BroadcastReceiver | ||
import android.content.Context | ||
import android.content.Intent | ||
import com.google.android.gms.location.ActivityTransitionResult | ||
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class ActivityTransitionReceiver(private val googleActivityManager: GoogleActivityManager) : BroadcastReceiver() { | ||
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override fun onReceive(context: Context?, intent: Intent?) { | ||
intent ?: return | ||
if (ActivityTransitionResult.hasResult(intent)) googleActivityManager.sendActivityTransitionUpdates(intent) | ||
} | ||
} |
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...le-activity/src/main/java/org/radarbase/passive/google/activity/ActivityTransitionUtil.kt
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/* | ||
* Copyright 2017 The Hyve | ||
* | ||
* 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. | ||
*/ | ||
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package org.radarbase.passive.google.activity | ||
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import com.google.android.gms.location.ActivityTransition | ||
import com.google.android.gms.location.ActivityTransitionRequest | ||
import com.google.android.gms.location.DetectedActivity | ||
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object ActivityTransitionUtil { | ||
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private fun getTransitions(): MutableList<ActivityTransition> { | ||
val transitions = mutableListOf<ActivityTransition>() | ||
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transitions += | ||
ActivityTransition.Builder() | ||
.setActivityType(DetectedActivity.IN_VEHICLE) | ||
.setActivityTransition(ActivityTransition.ACTIVITY_TRANSITION_ENTER) | ||
.build() | ||
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transitions += | ||
ActivityTransition.Builder() | ||
.setActivityType(DetectedActivity.IN_VEHICLE) | ||
.setActivityTransition(ActivityTransition.ACTIVITY_TRANSITION_EXIT) | ||
.build() | ||
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transitions += | ||
ActivityTransition.Builder() | ||
.setActivityType(DetectedActivity.ON_BICYCLE) | ||
.setActivityTransition(ActivityTransition.ACTIVITY_TRANSITION_ENTER) | ||
.build() | ||
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transitions += | ||
ActivityTransition.Builder() | ||
.setActivityType(DetectedActivity.ON_BICYCLE) | ||
.setActivityTransition(ActivityTransition.ACTIVITY_TRANSITION_EXIT) | ||
.build() | ||
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transitions += | ||
ActivityTransition.Builder() | ||
.setActivityType(DetectedActivity.ON_FOOT) | ||
.setActivityTransition(ActivityTransition.ACTIVITY_TRANSITION_ENTER) | ||
.build() | ||
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transitions += | ||
ActivityTransition.Builder() | ||
.setActivityType(DetectedActivity.ON_FOOT) | ||
.setActivityTransition(ActivityTransition.ACTIVITY_TRANSITION_EXIT) | ||
.build() | ||
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transitions += | ||
ActivityTransition.Builder() | ||
.setActivityType(DetectedActivity.STILL) | ||
.setActivityTransition(ActivityTransition.ACTIVITY_TRANSITION_ENTER) | ||
.build() | ||
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transitions += | ||
ActivityTransition.Builder() | ||
.setActivityType(DetectedActivity.STILL) | ||
.setActivityTransition(ActivityTransition.ACTIVITY_TRANSITION_EXIT) | ||
.build() | ||
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transitions += | ||
ActivityTransition.Builder() | ||
.setActivityType(DetectedActivity.WALKING) | ||
.setActivityTransition(ActivityTransition.ACTIVITY_TRANSITION_ENTER) | ||
.build() | ||
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transitions += | ||
ActivityTransition.Builder() | ||
.setActivityType(DetectedActivity.WALKING) | ||
.setActivityTransition(ActivityTransition.ACTIVITY_TRANSITION_EXIT) | ||
.build() | ||
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transitions += | ||
ActivityTransition.Builder() | ||
.setActivityType(DetectedActivity.RUNNING) | ||
.setActivityTransition(ActivityTransition.ACTIVITY_TRANSITION_ENTER) | ||
.build() | ||
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transitions += | ||
ActivityTransition.Builder() | ||
.setActivityType(DetectedActivity.RUNNING) | ||
.setActivityTransition(ActivityTransition.ACTIVITY_TRANSITION_EXIT) | ||
.build() | ||
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return transitions | ||
} | ||
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fun getActivityTransitionRequest() = ActivityTransitionRequest(getTransitions()) | ||
} |
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...gle-activity/src/main/java/org/radarbase/passive/google/activity/GoogleActivityManager.kt
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/* | ||
* Copyright 2017 The Hyve | ||
* | ||
* 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. | ||
*/ | ||
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package org.radarbase.passive.google.activity | ||
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import android.annotation.SuppressLint | ||
import android.app.PendingIntent | ||
import android.content.Intent | ||
import android.content.IntentFilter | ||
import android.content.pm.PackageManager | ||
import android.os.Process | ||
import android.os.SystemClock | ||
import androidx.core.content.ContextCompat | ||
import com.google.android.gms.location.ActivityRecognition | ||
import com.google.android.gms.location.ActivityTransition | ||
import com.google.android.gms.location.ActivityTransitionResult | ||
import com.google.android.gms.location.DetectedActivity | ||
import org.radarbase.android.data.DataCache | ||
import org.radarbase.android.source.AbstractSourceManager | ||
import org.radarbase.android.source.BaseSourceState | ||
import org.radarbase.android.source.SourceStatusListener | ||
import org.radarbase.android.util.SafeHandler | ||
import org.radarbase.android.util.toPendingIntentFlag | ||
import org.radarbase.passive.google.activity.GoogleActivityProvider.Companion.ACTIVITY_RECOGNITION_COMPAT | ||
import org.radarcns.kafka.ObservationKey | ||
import org.radarcns.passive.google.ActivityType | ||
import org.radarcns.passive.google.GoogleActivityTransitionEvent | ||
import org.radarcns.passive.google.TransitionType | ||
import org.slf4j.LoggerFactory | ||
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class GoogleActivityManager(context: GoogleActivityService) : AbstractSourceManager<GoogleActivityService, BaseSourceState>(context) { | ||
private val activityTransitionEventTopic: DataCache<ObservationKey, GoogleActivityTransitionEvent> = createCache("android_google_activity_transition_event", GoogleActivityTransitionEvent()) | ||
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private val activityHandler = SafeHandler.getInstance("Google Activity", Process.THREAD_PRIORITY_BACKGROUND) | ||
private val activityPendingIntent: PendingIntent | ||
private val activityTransitionReceiver: ActivityTransitionReceiver | ||
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private val isPermissionGranted: Boolean | ||
get() = ContextCompat.checkSelfPermission(service, ACTIVITY_RECOGNITION_COMPAT) == PackageManager.PERMISSION_GRANTED | ||
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init { | ||
name = service.getString(R.string.google_activity_display_name) | ||
activityTransitionReceiver = ActivityTransitionReceiver(this) | ||
activityPendingIntent = createActivityPendingIntent() | ||
} | ||
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override fun start(acceptableIds: Set<String>) { | ||
register() | ||
activityHandler.start() | ||
status = SourceStatusListener.Status.READY | ||
activityHandler.execute { | ||
registerActivityTransitionReceiver() | ||
registerForActivityUpdates() | ||
} | ||
} | ||
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private fun registerActivityTransitionReceiver() { | ||
val filter = IntentFilter(ACTION_ACTIVITY_UPDATE) | ||
service.registerReceiver(activityTransitionReceiver, filter) | ||
logger.info("Registered activity transition receiver.") | ||
} | ||
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@SuppressLint("MissingPermission") | ||
private fun registerForActivityUpdates() { | ||
if (isPermissionGranted) { | ||
status = SourceStatusListener.Status.CONNECTING | ||
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ActivityRecognition.getClient(service) | ||
.requestActivityTransitionUpdates( | ||
ActivityTransitionUtil.getActivityTransitionRequest(), | ||
activityPendingIntent | ||
) | ||
.addOnSuccessListener { | ||
status = SourceStatusListener.Status.CONNECTED | ||
logger.info("Successfully subscribed to activity transition updates") | ||
} | ||
.addOnFailureListener { exception -> | ||
disconnect() | ||
logger.error("Exception while subscribing for activity transition updates: $exception") } | ||
} | ||
else { | ||
logger.warn("Permission not granted for ACTIVITY_RECOGNITION") | ||
disconnect() | ||
} | ||
} | ||
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fun sendActivityTransitionUpdates(activityIntent: Intent) { | ||
logger.info("Activity transition event data received") | ||
val activityTransitionResult: ActivityTransitionResult = ActivityTransitionResult.extractResult(activityIntent) ?: return | ||
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// Accepting the events only if the activity happened in last 30 seconds | ||
val now = SystemClock.elapsedRealtimeNanos() | ||
activityTransitionResult.transitionEvents.asSequence() | ||
.filter { now - it.elapsedRealTimeNanos < 30_000_000_000 } | ||
.forEach { event -> | ||
val time = event.elapsedRealTimeNanos.toActivityTime() / 1000.0 | ||
val activity = event.activityType.toActivityType() | ||
val transition = event.transitionType.toTransitionType() | ||
send( | ||
activityTransitionEventTopic, | ||
GoogleActivityTransitionEvent(time, currentTime, activity, transition) | ||
) | ||
} | ||
} | ||
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private fun createActivityPendingIntent(): PendingIntent { | ||
val intent = Intent(ACTION_ACTIVITY_UPDATE) | ||
logger.info("Activity pending intent created") | ||
return PendingIntent.getBroadcast(service, ACTIVITY_UPDATE_REQUEST_CODE, intent, | ||
PendingIntent.FLAG_CANCEL_CURRENT.toPendingIntentFlag(true) | ||
) | ||
} | ||
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private fun unRegisterFromActivityReceiver() { | ||
try { | ||
service.unregisterReceiver(activityTransitionReceiver) | ||
logger.info("Unregistered from activity transition receiver ") | ||
} catch (ex: IllegalArgumentException) { | ||
logger.error("Exception when unregistering from activity transition receiver", ex) | ||
} | ||
} | ||
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@SuppressLint("MissingPermission") | ||
private fun unRegisterFromActivityUpdates() { | ||
if (isPermissionGranted) { | ||
ActivityRecognition.getClient(service) | ||
.removeActivityTransitionUpdates(activityPendingIntent) | ||
.addOnSuccessListener { | ||
logger.info("Successfully unsubscribed from activity transition updates") | ||
} | ||
.addOnFailureListener { exception -> | ||
logger.error("Exception while unsubscribing from activity transition updates: $exception") | ||
} | ||
} | ||
} | ||
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override fun onClose() { | ||
activityHandler.stop { | ||
unRegisterFromActivityUpdates() | ||
unRegisterFromActivityReceiver() | ||
} | ||
} | ||
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companion object { | ||
private val logger = LoggerFactory.getLogger(GoogleActivityManager::class.java) | ||
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const val ACTION_ACTIVITY_UPDATE = "org.radarbase.passive.google.activity.ACTION_ACTIVITY_UPDATE" | ||
private const val ACTIVITY_UPDATE_REQUEST_CODE = 534351 | ||
} | ||
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private fun Int.toTransitionType(): TransitionType = when (this) { | ||
ActivityTransition.ACTIVITY_TRANSITION_ENTER -> TransitionType.ENTER | ||
ActivityTransition.ACTIVITY_TRANSITION_EXIT -> TransitionType.EXIT | ||
else -> TransitionType.UNKNOWN | ||
} | ||
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private fun Int.toActivityType(): ActivityType = when (this) { | ||
DetectedActivity.IN_VEHICLE -> ActivityType.IN_VEHICLE | ||
DetectedActivity.ON_BICYCLE -> ActivityType.ON_BICYCLE | ||
DetectedActivity.ON_FOOT -> ActivityType.ON_FOOT | ||
DetectedActivity.STILL -> ActivityType.STILL | ||
DetectedActivity.WALKING -> ActivityType.WALKING | ||
DetectedActivity.RUNNING -> ActivityType.RUNNING | ||
else -> ActivityType.UNKNOWN | ||
} | ||
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/** Returns epoch time (ms) for the transition events from the time after last device boot when this transition happened. */ | ||
private fun Long.toActivityTime(): Long = getLastBootTime() + this / 1000000 | ||
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private fun getLastBootTime(): Long = System.currentTimeMillis() - SystemClock.elapsedRealtime() | ||
} | ||
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