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/*
* Copyright (C) 2009 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.internal.os;
import android.compat.annotation.UnsupportedAppUsage;
import android.content.Context;
import android.content.res.Resources;
import android.content.res.XmlResourceParser;
import android.util.proto.ProtoOutputStream;
import com.android.internal.annotations.VisibleForTesting;
import com.android.internal.util.XmlUtils;
import org.xmlpull.v1.XmlPullParser;
import org.xmlpull.v1.XmlPullParserException;
import java.io.IOException;
import java.util.ArrayList;
import java.util.HashMap;
/**
* Reports power consumption values for various device activities. Reads values from an XML file.
* Customize the XML file for different devices.
* [hidden]
*/
public class PowerProfile {
/*
* POWER_CPU_SUSPEND: Power consumption when CPU is in power collapse mode.
* POWER_CPU_IDLE: Power consumption when CPU is awake (when a wake lock is held). This should
* be zero on devices that can go into full CPU power collapse even when a wake
* lock is held. Otherwise, this is the power consumption in addition to
* POWER_CPU_SUSPEND due to a wake lock being held but with no CPU activity.
* POWER_CPU_ACTIVE: Power consumption when CPU is running, excluding power consumed by clusters
* and cores.
*
* CPU Power Equation (assume two clusters):
* Total power = POWER_CPU_SUSPEND (always added)
* + POWER_CPU_IDLE (skip this and below if in power collapse mode)
* + POWER_CPU_ACTIVE (skip this and below if CPU is not running, but a wakelock
* is held)
* + cluster_power.cluster0 + cluster_power.cluster1 (skip cluster not running)
* + core_power.cluster0 * num running cores in cluster 0
* + core_power.cluster1 * num running cores in cluster 1
*/
public static final String POWER_CPU_SUSPEND = "cpu.suspend";
@UnsupportedAppUsage
public static final String POWER_CPU_IDLE = "cpu.idle";
@UnsupportedAppUsage
public static final String POWER_CPU_ACTIVE = "cpu.active";
/**
* Power consumption when WiFi driver is scanning for networks.
*/
@UnsupportedAppUsage
public static final String POWER_WIFI_SCAN = "wifi.scan";
/**
* Power consumption when WiFi driver is on.
*/
@UnsupportedAppUsage
public static final String POWER_WIFI_ON = "wifi.on";
/**
* Power consumption when WiFi driver is transmitting/receiving.
*/
@UnsupportedAppUsage
public static final String POWER_WIFI_ACTIVE = "wifi.active";
//
// Updated power constants. These are not estimated, they are real world
// currents and voltages for the underlying bluetooth and wifi controllers.
//
public static final String POWER_WIFI_CONTROLLER_IDLE = "wifi.controller.idle";
public static final String POWER_WIFI_CONTROLLER_RX = "wifi.controller.rx";
public static final String POWER_WIFI_CONTROLLER_TX = "wifi.controller.tx";
public static final String POWER_WIFI_CONTROLLER_TX_LEVELS = "wifi.controller.tx_levels";
public static final String POWER_WIFI_CONTROLLER_OPERATING_VOLTAGE = "wifi.controller.voltage";
public static final String POWER_BLUETOOTH_CONTROLLER_IDLE = "bluetooth.controller.idle";
public static final String POWER_BLUETOOTH_CONTROLLER_RX = "bluetooth.controller.rx";
public static final String POWER_BLUETOOTH_CONTROLLER_TX = "bluetooth.controller.tx";
public static final String POWER_BLUETOOTH_CONTROLLER_OPERATING_VOLTAGE =
"bluetooth.controller.voltage";
public static final String POWER_MODEM_CONTROLLER_SLEEP = "modem.controller.sleep";
public static final String POWER_MODEM_CONTROLLER_IDLE = "modem.controller.idle";
public static final String POWER_MODEM_CONTROLLER_RX = "modem.controller.rx";
public static final String POWER_MODEM_CONTROLLER_TX = "modem.controller.tx";
public static final String POWER_MODEM_CONTROLLER_OPERATING_VOLTAGE =
"modem.controller.voltage";
/**
* Power consumption when GPS is on.
*/
@UnsupportedAppUsage
public static final String POWER_GPS_ON = "gps.on";
/**
* GPS power parameters based on signal quality
*/
public static final String POWER_GPS_SIGNAL_QUALITY_BASED = "gps.signalqualitybased";
public static final String POWER_GPS_OPERATING_VOLTAGE = "gps.voltage";
/**
* Power consumption when Bluetooth driver is on.
*
* @deprecated
*/
@Deprecated
@UnsupportedAppUsage
public static final String POWER_BLUETOOTH_ON = "bluetooth.on";
/**
* Power consumption when Bluetooth driver is transmitting/receiving.
*
* @deprecated
*/
@Deprecated
public static final String POWER_BLUETOOTH_ACTIVE = "bluetooth.active";
/**
* Power consumption when Bluetooth driver gets an AT command.
*
* @deprecated
*/
@Deprecated
@UnsupportedAppUsage
public static final String POWER_BLUETOOTH_AT_CMD = "bluetooth.at";
/**
* Power consumption when screen is in doze/ambient/always-on mode, including backlight power.
*/
public static final String POWER_AMBIENT_DISPLAY = "ambient.on";
/**
* Power consumption when screen is on, not including the backlight power.
*/
@UnsupportedAppUsage
public static final String POWER_SCREEN_ON = "screen.on";
/**
* Power consumption when cell radio is on but not on a call.
*/
@UnsupportedAppUsage
public static final String POWER_RADIO_ON = "radio.on";
/**
* Power consumption when cell radio is hunting for a signal.
*/
@UnsupportedAppUsage
public static final String POWER_RADIO_SCANNING = "radio.scanning";
/**
* Power consumption when talking on the phone.
*/
@UnsupportedAppUsage
public static final String POWER_RADIO_ACTIVE = "radio.active";
/**
* Power consumption at full backlight brightness. If the backlight is at
* 50% brightness, then this should be multiplied by 0.5
*/
@UnsupportedAppUsage
public static final String POWER_SCREEN_FULL = "screen.full";
/**
* Power consumed by the audio hardware when playing back audio content. This is in addition
* to the CPU power, probably due to a DSP and / or amplifier.
*/
public static final String POWER_AUDIO = "audio";
/**
* Power consumed by any media hardware when playing back video content. This is in addition
* to the CPU power, probably due to a DSP.
*/
public static final String POWER_VIDEO = "video";
/**
* Average power consumption when camera flashlight is on.
*/
public static final String POWER_FLASHLIGHT = "camera.flashlight";
/**
* Power consumption when DDR is being used.
*/
public static final String POWER_MEMORY = "memory.bandwidths";
/**
* Average power consumption when the camera is on over all standard use cases.
*
* TODO: Add more fine-grained camera power metrics.
*/
public static final String POWER_CAMERA = "camera.avg";
/**
* Power consumed by wif batched scaning. Broken down into bins by
* Channels Scanned per Hour. May do 1-720 scans per hour of 1-100 channels
* for a range of 1-72,000. Going logrithmic (1-8, 9-64, 65-512, 513-4096, 4097-)!
*/
public static final String POWER_WIFI_BATCHED_SCAN = "wifi.batchedscan";
/**
* Battery capacity in milliAmpHour (mAh).
*/
public static final String POWER_BATTERY_CAPACITY = "battery.capacity";
/**
* A map from Power Use Item to its power consumption.
*/
static final HashMap<String, Double> sPowerItemMap = new HashMap<>();
/**
* A map from Power Use Item to an array of its power consumption
* (for items with variable power e.g. CPU).
*/
static final HashMap<String, Double[]> sPowerArrayMap = new HashMap<>();
private static final String TAG_DEVICE = "device";
private static final String TAG_ITEM = "item";
private static final String TAG_ARRAY = "array";
private static final String TAG_ARRAYITEM = "value";
private static final String ATTR_NAME = "name";
private static final Object sLock = new Object();
@VisibleForTesting
@UnsupportedAppUsage
public PowerProfile(Context context) {
this(context, false);
}
/**
* For PowerProfileTest
*/
@VisibleForTesting
public PowerProfile(Context context, boolean forTest) {
// Read the XML file for the given profile (normally only one per device)
synchronized (sLock) {
if (sPowerItemMap.size() == 0 && sPowerArrayMap.size() == 0) {
readPowerValuesFromXml(context, forTest);
}
initCpuClusters();
}
}
private void readPowerValuesFromXml(Context context, boolean forTest) {
final int id = forTest ? com.android.internal.R.xml.power_profile_test :
com.android.internal.R.xml.power_profile;
final Resources resources = context.getResources();
XmlResourceParser parser = resources.getXml(id);
boolean parsingArray = false;
ArrayList<Double> array = new ArrayList<>();
String arrayName = null;
try {
XmlUtils.beginDocument(parser, TAG_DEVICE);
while (true) {
XmlUtils.nextElement(parser);
String element = parser.getName();
if (element == null) break;
if (parsingArray && !element.equals(TAG_ARRAYITEM)) {
// Finish array
sPowerArrayMap.put(arrayName, array.toArray(new Double[array.size()]));
parsingArray = false;
}
if (element.equals(TAG_ARRAY)) {
parsingArray = true;
array.clear();
arrayName = parser.getAttributeValue(null, ATTR_NAME);
} else if (element.equals(TAG_ITEM) || element.equals(TAG_ARRAYITEM)) {
String name = null;
if (!parsingArray) name = parser.getAttributeValue(null, ATTR_NAME);
if (parser.next() == XmlPullParser.TEXT) {
String power = parser.getText();
double value = 0;
try {
value = Double.valueOf(power);
} catch (NumberFormatException nfe) {
}
if (element.equals(TAG_ITEM)) {
sPowerItemMap.put(name, value);
} else if (parsingArray) {
array.add(value);
}
}
}
}
if (parsingArray) {
sPowerArrayMap.put(arrayName, array.toArray(new Double[array.size()]));
}
} catch (XmlPullParserException e) {
throw new RuntimeException(e);
} catch (IOException e) {
throw new RuntimeException(e);
} finally {
parser.close();
}
// Now collect other config variables.
int[] configResIds = new int[]{
com.android.internal.R.integer.config_bluetooth_idle_cur_ma,
com.android.internal.R.integer.config_bluetooth_rx_cur_ma,
com.android.internal.R.integer.config_bluetooth_tx_cur_ma,
com.android.internal.R.integer.config_bluetooth_operating_voltage_mv,
};
String[] configResIdKeys = new String[]{
POWER_BLUETOOTH_CONTROLLER_IDLE,
POWER_BLUETOOTH_CONTROLLER_RX,
POWER_BLUETOOTH_CONTROLLER_TX,
POWER_BLUETOOTH_CONTROLLER_OPERATING_VOLTAGE,
};
for (int i = 0; i < configResIds.length; i++) {
String key = configResIdKeys[i];
// if we already have some of these parameters in power_profile.xml, ignore the
// value in config.xml
if ((sPowerItemMap.containsKey(key) && sPowerItemMap.get(key) > 0)) {
continue;
}
int value = resources.getInteger(configResIds[i]);
if (value > 0) {
sPowerItemMap.put(key, (double) value);
}
}
}
private CpuClusterKey[] mCpuClusters;
private static final String CPU_PER_CLUSTER_CORE_COUNT = "cpu.clusters.cores";
private static final String CPU_CLUSTER_POWER_COUNT = "cpu.cluster_power.cluster";
private static final String CPU_CORE_SPEED_PREFIX = "cpu.core_speeds.cluster";
private static final String CPU_CORE_POWER_PREFIX = "cpu.core_power.cluster";
private void initCpuClusters() {
if (sPowerArrayMap.containsKey(CPU_PER_CLUSTER_CORE_COUNT)) {
final Double[] data = sPowerArrayMap.get(CPU_PER_CLUSTER_CORE_COUNT);
mCpuClusters = new CpuClusterKey[data.length];
for (int cluster = 0; cluster < data.length; cluster++) {
int numCpusInCluster = (int) Math.round(data[cluster]);
mCpuClusters[cluster] = new CpuClusterKey(
CPU_CORE_SPEED_PREFIX + cluster, CPU_CLUSTER_POWER_COUNT + cluster,
CPU_CORE_POWER_PREFIX + cluster, numCpusInCluster);
}
} else {
// Default to single.
mCpuClusters = new CpuClusterKey[1];
int numCpus = 1;
if (sPowerItemMap.containsKey(CPU_PER_CLUSTER_CORE_COUNT)) {
numCpus = (int) Math.round(sPowerItemMap.get(CPU_PER_CLUSTER_CORE_COUNT));
}
mCpuClusters[0] = new CpuClusterKey(CPU_CORE_SPEED_PREFIX + 0,
CPU_CLUSTER_POWER_COUNT + 0, CPU_CORE_POWER_PREFIX + 0, numCpus);
}
}
public static class CpuClusterKey {
private final String freqKey;
private final String clusterPowerKey;
private final String corePowerKey;
private final int numCpus;
private CpuClusterKey(String freqKey, String clusterPowerKey,
String corePowerKey, int numCpus) {
this.freqKey = freqKey;
this.clusterPowerKey = clusterPowerKey;
this.corePowerKey = corePowerKey;
this.numCpus = numCpus;
}
}
@UnsupportedAppUsage
public int getNumCpuClusters() {
return mCpuClusters.length;
}
public int getNumCoresInCpuCluster(int cluster) {
if (cluster < 0 || cluster >= mCpuClusters.length) {
return 0; // index out of bound
}
return mCpuClusters[cluster].numCpus;
}
@UnsupportedAppUsage
public int getNumSpeedStepsInCpuCluster(int cluster) {
if (cluster < 0 || cluster >= mCpuClusters.length) {
return 0; // index out of bound
}
if (sPowerArrayMap.containsKey(mCpuClusters[cluster].freqKey)) {
return sPowerArrayMap.get(mCpuClusters[cluster].freqKey).length;
}
return 1; // Only one speed
}
public double getAveragePowerForCpuCluster(int cluster) {
if (cluster >= 0 && cluster < mCpuClusters.length) {
return getAveragePower(mCpuClusters[cluster].clusterPowerKey);
}
return 0;
}
public double getAveragePowerForCpuCore(int cluster, int step) {
if (cluster >= 0 && cluster < mCpuClusters.length) {
return getAveragePower(mCpuClusters[cluster].corePowerKey, step);
}
return 0;
}
/**
* Returns the number of memory bandwidth buckets defined in power_profile.xml, or a
* default value if the subsystem has no recorded value.
*
* @return the number of memory bandwidth buckets.
*/
public int getNumElements(String key) {
if (sPowerItemMap.containsKey(key)) {
return 1;
} else if (sPowerArrayMap.containsKey(key)) {
return sPowerArrayMap.get(key).length;
}
return 0;
}
/**
* Returns the average current in mA consumed by the subsystem, or the given
* default value if the subsystem has no recorded value.
*
* @param type the subsystem type
* @param defaultValue the value to return if the subsystem has no recorded value.
* @return the average current in milliAmps.
*/
public double getAveragePowerOrDefault(String type, double defaultValue) {
if (sPowerItemMap.containsKey(type)) {
return sPowerItemMap.get(type);
} else if (sPowerArrayMap.containsKey(type)) {
return sPowerArrayMap.get(type)[0];
} else {
return defaultValue;
}
}
/**
* Returns the average current in mA consumed by the subsystem
*
* @param type the subsystem type
* @return the average current in milliAmps.
*/
@UnsupportedAppUsage
public double getAveragePower(String type) {
return getAveragePowerOrDefault(type, 0);
}
/**
* Returns the average current in mA consumed by the subsystem for the given level.
*
* @param type the subsystem type
* @param level the level of power at which the subsystem is running. For instance, the
* signal strength of the cell network between 0 and 4 (if there are 4 bars max.)
* If there is no data for multiple levels, the level is ignored.
* @return the average current in milliAmps.
*/
@UnsupportedAppUsage
public double getAveragePower(String type, int level) {
if (sPowerItemMap.containsKey(type)) {
return sPowerItemMap.get(type);
} else if (sPowerArrayMap.containsKey(type)) {
final Double[] values = sPowerArrayMap.get(type);
if (values.length > level && level >= 0) {
return values[level];
} else if (level < 0 || values.length == 0) {
return 0;
} else {
return values[values.length - 1];
}
} else {
return 0;
}
}
/**
* Returns the battery capacity, if available, in milli Amp Hours. If not available,
* it returns zero.
*
* @return the battery capacity in mAh
*/
@UnsupportedAppUsage
public double getBatteryCapacity() {
return getAveragePower(POWER_BATTERY_CAPACITY);
}
/**
* Dump power constants into PowerProfileProto
*/
public void dumpDebug(ProtoOutputStream proto) {
// cpu.suspend
writePowerConstantToProto(proto, POWER_CPU_SUSPEND, PowerProfileProto.CPU_SUSPEND);
// cpu.idle
writePowerConstantToProto(proto, POWER_CPU_IDLE, PowerProfileProto.CPU_IDLE);
// cpu.active
writePowerConstantToProto(proto, POWER_CPU_ACTIVE, PowerProfileProto.CPU_ACTIVE);
// cpu.clusters.cores
// cpu.cluster_power.cluster
// cpu.core_speeds.cluster
// cpu.core_power.cluster
for (int cluster = 0; cluster < mCpuClusters.length; cluster++) {
final long token = proto.start(PowerProfileProto.CPU_CLUSTER);
proto.write(PowerProfileProto.CpuCluster.ID, cluster);
proto.write(PowerProfileProto.CpuCluster.CLUSTER_POWER,
sPowerItemMap.get(mCpuClusters[cluster].clusterPowerKey));
proto.write(PowerProfileProto.CpuCluster.CORES, mCpuClusters[cluster].numCpus);
for (Double speed : sPowerArrayMap.get(mCpuClusters[cluster].freqKey)) {
proto.write(PowerProfileProto.CpuCluster.SPEED, speed);
}
for (Double corePower : sPowerArrayMap.get(mCpuClusters[cluster].corePowerKey)) {
proto.write(PowerProfileProto.CpuCluster.CORE_POWER, corePower);
}
proto.end(token);
}
// wifi.scan
writePowerConstantToProto(proto, POWER_WIFI_SCAN, PowerProfileProto.WIFI_SCAN);
// wifi.on
writePowerConstantToProto(proto, POWER_WIFI_ON, PowerProfileProto.WIFI_ON);
// wifi.active
writePowerConstantToProto(proto, POWER_WIFI_ACTIVE, PowerProfileProto.WIFI_ACTIVE);
// wifi.controller.idle
writePowerConstantToProto(proto, POWER_WIFI_CONTROLLER_IDLE,
PowerProfileProto.WIFI_CONTROLLER_IDLE);
// wifi.controller.rx
writePowerConstantToProto(proto, POWER_WIFI_CONTROLLER_RX,
PowerProfileProto.WIFI_CONTROLLER_RX);
// wifi.controller.tx
writePowerConstantToProto(proto, POWER_WIFI_CONTROLLER_TX,
PowerProfileProto.WIFI_CONTROLLER_TX);
// wifi.controller.tx_levels
writePowerConstantArrayToProto(proto, POWER_WIFI_CONTROLLER_TX_LEVELS,
PowerProfileProto.WIFI_CONTROLLER_TX_LEVELS);
// wifi.controller.voltage
writePowerConstantToProto(proto, POWER_WIFI_CONTROLLER_OPERATING_VOLTAGE,
PowerProfileProto.WIFI_CONTROLLER_OPERATING_VOLTAGE);
// bluetooth.controller.idle
writePowerConstantToProto(proto, POWER_BLUETOOTH_CONTROLLER_IDLE,
PowerProfileProto.BLUETOOTH_CONTROLLER_IDLE);
// bluetooth.controller.rx
writePowerConstantToProto(proto, POWER_BLUETOOTH_CONTROLLER_RX,
PowerProfileProto.BLUETOOTH_CONTROLLER_RX);
// bluetooth.controller.tx
writePowerConstantToProto(proto, POWER_BLUETOOTH_CONTROLLER_TX,
PowerProfileProto.BLUETOOTH_CONTROLLER_TX);
// bluetooth.controller.voltage
writePowerConstantToProto(proto, POWER_BLUETOOTH_CONTROLLER_OPERATING_VOLTAGE,
PowerProfileProto.BLUETOOTH_CONTROLLER_OPERATING_VOLTAGE);
// modem.controller.sleep
writePowerConstantToProto(proto, POWER_MODEM_CONTROLLER_SLEEP,
PowerProfileProto.MODEM_CONTROLLER_SLEEP);
// modem.controller.idle
writePowerConstantToProto(proto, POWER_MODEM_CONTROLLER_IDLE,
PowerProfileProto.MODEM_CONTROLLER_IDLE);
// modem.controller.rx
writePowerConstantToProto(proto, POWER_MODEM_CONTROLLER_RX,
PowerProfileProto.MODEM_CONTROLLER_RX);
// modem.controller.tx
writePowerConstantArrayToProto(proto, POWER_MODEM_CONTROLLER_TX,
PowerProfileProto.MODEM_CONTROLLER_TX);
// modem.controller.voltage
writePowerConstantToProto(proto, POWER_MODEM_CONTROLLER_OPERATING_VOLTAGE,
PowerProfileProto.MODEM_CONTROLLER_OPERATING_VOLTAGE);
// gps.on
writePowerConstantToProto(proto, POWER_GPS_ON, PowerProfileProto.GPS_ON);
// gps.signalqualitybased
writePowerConstantArrayToProto(proto, POWER_GPS_SIGNAL_QUALITY_BASED,
PowerProfileProto.GPS_SIGNAL_QUALITY_BASED);
// gps.voltage
writePowerConstantToProto(proto, POWER_GPS_OPERATING_VOLTAGE,
PowerProfileProto.GPS_OPERATING_VOLTAGE);
// bluetooth.on
writePowerConstantToProto(proto, POWER_BLUETOOTH_ON, PowerProfileProto.BLUETOOTH_ON);
// bluetooth.active
writePowerConstantToProto(proto, POWER_BLUETOOTH_ACTIVE,
PowerProfileProto.BLUETOOTH_ACTIVE);
// bluetooth.at
writePowerConstantToProto(proto, POWER_BLUETOOTH_AT_CMD,
PowerProfileProto.BLUETOOTH_AT_CMD);
// ambient.on
writePowerConstantToProto(proto, POWER_AMBIENT_DISPLAY, PowerProfileProto.AMBIENT_DISPLAY);
// screen.on
writePowerConstantToProto(proto, POWER_SCREEN_ON, PowerProfileProto.SCREEN_ON);
// radio.on
writePowerConstantToProto(proto, POWER_RADIO_ON, PowerProfileProto.RADIO_ON);
// radio.scanning
writePowerConstantToProto(proto, POWER_RADIO_SCANNING, PowerProfileProto.RADIO_SCANNING);
// radio.active
writePowerConstantToProto(proto, POWER_RADIO_ACTIVE, PowerProfileProto.RADIO_ACTIVE);
// screen.full
writePowerConstantToProto(proto, POWER_SCREEN_FULL, PowerProfileProto.SCREEN_FULL);
// audio
writePowerConstantToProto(proto, POWER_AUDIO, PowerProfileProto.AUDIO);
// video
writePowerConstantToProto(proto, POWER_VIDEO, PowerProfileProto.VIDEO);
// camera.flashlight
writePowerConstantToProto(proto, POWER_FLASHLIGHT, PowerProfileProto.FLASHLIGHT);
// memory.bandwidths
writePowerConstantToProto(proto, POWER_MEMORY, PowerProfileProto.MEMORY);
// camera.avg
writePowerConstantToProto(proto, POWER_CAMERA, PowerProfileProto.CAMERA);
// wifi.batchedscan
writePowerConstantToProto(proto, POWER_WIFI_BATCHED_SCAN,
PowerProfileProto.WIFI_BATCHED_SCAN);
// battery.capacity
writePowerConstantToProto(proto, POWER_BATTERY_CAPACITY,
PowerProfileProto.BATTERY_CAPACITY);
}
// Writes items in sPowerItemMap to proto if exists.
private void writePowerConstantToProto(ProtoOutputStream proto, String key, long fieldId) {
if (sPowerItemMap.containsKey(key)) {
proto.write(fieldId, sPowerItemMap.get(key));
}
}
// Writes items in sPowerArrayMap to proto if exists.
private void writePowerConstantArrayToProto(ProtoOutputStream proto, String key, long fieldId) {
if (sPowerArrayMap.containsKey(key)) {
for (Double d : sPowerArrayMap.get(key)) {
proto.write(fieldId, d);
}
}
}
}