Introduce a job scheduler and experiment for sending notifications to idle devices

This commit is contained in:
Jon Chambers
2024-07-29 11:16:53 -04:00
committed by GitHub
parent 4ebad2c473
commit 045ec9689d
13 changed files with 825 additions and 39 deletions

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@@ -0,0 +1,17 @@
package org.whispersystems.textsecuregcm.experiment;
import javax.annotation.Nullable;
public record DeviceLastSeenState(boolean deviceExists,
long createdAtMillis,
boolean hasPushToken,
long lastSeenMillis,
@Nullable PushTokenType pushTokenType) {
public static DeviceLastSeenState MISSING_DEVICE_STATE = new DeviceLastSeenState(false, 0, false, 0, null);
public enum PushTokenType {
APNS,
FCM
}
}

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@@ -0,0 +1,159 @@
package org.whispersystems.textsecuregcm.experiment;
import com.google.common.annotations.VisibleForTesting;
import org.apache.commons.lang3.StringUtils;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.whispersystems.textsecuregcm.identity.IdentityType;
import org.whispersystems.textsecuregcm.push.IdleDeviceNotificationScheduler;
import org.whispersystems.textsecuregcm.storage.Account;
import org.whispersystems.textsecuregcm.storage.Device;
import org.whispersystems.textsecuregcm.storage.MessagesManager;
import reactor.core.publisher.Flux;
import javax.annotation.Nullable;
import java.util.EnumMap;
import java.util.Map;
import java.time.LocalTime;
import java.util.concurrent.CompletableFuture;
public class NotifyIdleDevicesWithoutMessagesPushNotificationExperiment implements PushNotificationExperiment<DeviceLastSeenState> {
private final MessagesManager messagesManager;
private final IdleDeviceNotificationScheduler idleDeviceNotificationScheduler;
private static final LocalTime PREFERRED_NOTIFICATION_TIME = LocalTime.of(14, 0);
private static final Logger log = LoggerFactory.getLogger(NotifyIdleDevicesWithoutMessagesPushNotificationExperiment.class);
@VisibleForTesting
enum Population {
APNS_CONTROL,
APNS_EXPERIMENT,
FCM_CONTROL,
FCM_EXPERIMENT
}
@VisibleForTesting
enum Outcome {
DELETED,
UNINSTALLED,
REACTIVATED,
UNCHANGED
}
public NotifyIdleDevicesWithoutMessagesPushNotificationExperiment(final MessagesManager messagesManager,
final IdleDeviceNotificationScheduler idleDeviceNotificationScheduler) {
this.messagesManager = messagesManager;
this.idleDeviceNotificationScheduler = idleDeviceNotificationScheduler;
}
@Override
public String getExperimentName() {
return "notify-idle-devices-without-messages";
}
@Override
public CompletableFuture<Boolean> isDeviceEligible(final Account account, final Device device) {
if (!hasPushToken(device)) {
return CompletableFuture.completedFuture(false);
}
if (!idleDeviceNotificationScheduler.isIdle(device)) {
return CompletableFuture.completedFuture(false);
}
return messagesManager.mayHaveMessages(account.getIdentifier(IdentityType.ACI), device)
.thenApply(mayHaveMessages -> !mayHaveMessages);
}
@VisibleForTesting
static boolean hasPushToken(final Device device) {
// Exclude VOIP tokens since they have their own, distinct delivery mechanism
return !StringUtils.isAllBlank(device.getApnId(), device.getGcmId()) && StringUtils.isBlank(device.getVoipApnId());
}
@Override
public DeviceLastSeenState getState(@Nullable final Account account, @Nullable final Device device) {
if (account != null && device != null) {
final DeviceLastSeenState.PushTokenType pushTokenType = StringUtils.isNotBlank(device.getApnId())
? DeviceLastSeenState.PushTokenType.APNS
: DeviceLastSeenState.PushTokenType.FCM;
return new DeviceLastSeenState(true, device.getCreated(), hasPushToken(device), device.getLastSeen(), pushTokenType);
} else {
return DeviceLastSeenState.MISSING_DEVICE_STATE;
}
}
@Override
public CompletableFuture<Void> applyExperimentTreatment(final Account account, final Device device) {
return idleDeviceNotificationScheduler.scheduleNotification(account, device.getId(), PREFERRED_NOTIFICATION_TIME);
}
@Override
public void analyzeResults(final Flux<PushNotificationExperimentSample<DeviceLastSeenState>> samples) {
final Map<Population, Map<Outcome, Integer>> contingencyTable = new EnumMap<>(Population.class);
for (final Population population : Population.values()) {
final Map<Outcome, Integer> countsByOutcome = new EnumMap<>(Outcome.class);
for (final Outcome outcome : Outcome.values()) {
countsByOutcome.put(outcome, 0);
}
contingencyTable.put(population, countsByOutcome);
}
samples.doOnNext(sample -> contingencyTable.get(getPopulation(sample)).merge(getOutcome(sample), 1, Integer::sum))
.then()
.block();
final StringBuilder reportBuilder = new StringBuilder("population,deleted,uninstalled,reactivated,unchanged\n");
for (final Population population : Population.values()) {
final Map<Outcome, Integer> countsByOutcome = contingencyTable.get(population);
reportBuilder.append(population.name());
reportBuilder.append(",");
reportBuilder.append(countsByOutcome.getOrDefault(Outcome.DELETED, 0));
reportBuilder.append(",");
reportBuilder.append(countsByOutcome.getOrDefault(Outcome.UNINSTALLED, 0));
reportBuilder.append(",");
reportBuilder.append(countsByOutcome.getOrDefault(Outcome.REACTIVATED, 0));
reportBuilder.append(",");
reportBuilder.append(countsByOutcome.getOrDefault(Outcome.UNCHANGED, 0));
reportBuilder.append("\n");
}
log.info(reportBuilder.toString());
}
@VisibleForTesting
static Population getPopulation(final PushNotificationExperimentSample<DeviceLastSeenState> sample) {
assert sample.initialState() != null && sample.initialState().pushTokenType() != null;
return switch (sample.initialState().pushTokenType()) {
case APNS -> sample.inExperimentGroup() ? Population.APNS_EXPERIMENT : Population.APNS_CONTROL;
case FCM -> sample.inExperimentGroup() ? Population.FCM_EXPERIMENT : Population.FCM_CONTROL;
};
}
@VisibleForTesting
static Outcome getOutcome(final PushNotificationExperimentSample<DeviceLastSeenState> sample) {
final Outcome outcome;
if (!sample.finalState().deviceExists() || sample.initialState().createdAtMillis() != sample.finalState().createdAtMillis()) {
outcome = Outcome.DELETED;
} else if (!sample.finalState().hasPushToken()) {
outcome = Outcome.UNINSTALLED;
} else if (sample.initialState().lastSeenMillis() != sample.finalState().lastSeenMillis()) {
outcome = Outcome.REACTIVATED;
} else {
outcome = Outcome.UNCHANGED;
}
return outcome;
}
}

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@@ -2,6 +2,7 @@ package org.whispersystems.textsecuregcm.experiment;
import org.whispersystems.textsecuregcm.storage.Account;
import org.whispersystems.textsecuregcm.storage.Device;
import reactor.core.publisher.Flux;
import javax.annotation.Nullable;
import java.util.concurrent.CompletableFuture;
@@ -65,4 +66,12 @@ public interface PushNotificationExperiment<T> {
* @return a future that completes when the experimental treatment has been applied for the given device
*/
CompletableFuture<Void> applyExperimentTreatment(Account account, Device device);
/**
* Consumes a stream of finished samples and emits an analysis of the results via an implementation-specific channel
* (e.g. a log message). Implementations must block until all samples have been consumed and analyzed.
*
* @param samples a stream of finished samples from this experiment
*/
void analyzeResults(Flux<PushNotificationExperimentSample<T>> samples);
}