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Add guide for percentage-based rollouts (#312)
* Add guide for percentage-based rollouts * add prefs to cspell * pre-defined -> predefined * add reference to v2.0.0
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"maclinux", | ||
"mipmap", | ||
"Podfile", | ||
"prefs", | ||
"previewable", | ||
"rollouts", | ||
"SDKMAN", | ||
|
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--- | ||
title: Percentage-Based Rollouts | ||
description: Gradually roll out patches to your users | ||
sidebar: | ||
order: 3 | ||
--- | ||
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This guide describes how you can implement a percentage-based patch rollout | ||
system using predefined tracks. | ||
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Our percentage-based rollout system will have the following three parts: | ||
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1. Using Shorebird's “tracks” feature to publish patches to different sets of | ||
users. | ||
1. Using a cloud key-value (KV) store to manage rollout percentages for each | ||
release version. | ||
1. Randomly assigning every device a “group number” between 1 and 100. If a | ||
device's group number is less than or equal to the current rollout percentage | ||
for the current app version, that user will get the partially rolled-out | ||
(“beta”) patch. Otherwise, the user will receive the stable patch. | ||
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## Add Shorebird to your app | ||
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If you haven't already, run shorebird init in your Flutter project to add | ||
Shorebird to your app. | ||
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# Add the shorebird_code_push package | ||
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This feature also requires v2.0.0 of | ||
[`package:shorebird_code_push`](https://pub.dev/packages/shorebird_code_push). | ||
You can add this to your project using `flutter pub add shorebird_code_push` or | ||
by adding it to your `pubspec.yaml` manually. | ||
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You will need to update your `shorebird.yaml` to tell Shorebird you want to | ||
manage your own updates: | ||
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```yaml | ||
app_id: your-app-id-here | ||
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# Add this line. Setting auto_update to false tells Shorebird not to check | ||
# for stable track updates on app launch | ||
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auto_update: false | ||
``` | ||
## Add logic to bucket your users | ||
We do this by assigning each user a number between 1 and 100 and saving that | ||
value to a local cache using | ||
[`package:shared_preferences`](https://pub.dev/packages/shared_preferences): | ||
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```dart | ||
Future<void> assignGroupNumberIfNeeded() async { | ||
final prefs = await SharedPreferences.getInstance(); | ||
if (!prefs.containsKey(groupKey)) { | ||
final groupNumber = Random().nextInt(100) + 1; | ||
await prefs.setInt(groupKey, groupNumber); | ||
} | ||
} | ||
Future<void> main() async { | ||
WidgetsFlutterBinding.ensureInitialized(); | ||
await assignGroupNumberIfNeeded(); | ||
runApp(const MyApp()); | ||
} | ||
``` | ||
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## Add logic to determine rollout percentage | ||
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We've used Firebase's Cloud Firestore to create a simple key-value pairing of | ||
release versions to rollout percentages, although any method of retrieving a | ||
rollout percentage from the cloud will work. | ||
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```dart | ||
Future<int?> _fetchRolloutPercentage() async { | ||
final collection = await FirebaseFirestore.instance | ||
.collection(firestoreCollectionName) | ||
.get(); | ||
final releaseVersion = await _releaseVersion(); | ||
return collection.docs.first.data()[releaseVersion] as int?; | ||
} | ||
``` | ||
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## Use these values to choose a track | ||
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We can now tie this all together by using the group number and the rollout | ||
percentage to decide whether a user should get patches in the beta track or in | ||
the stable track. | ||
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```dart | ||
Future<UpdateTrack> _updateTrack() async { | ||
final rolloutPercentage = await _fetchRolloutPercentage(); | ||
// If there is no rollout percentage, all users are on the stable track. | ||
if (rolloutPercentage == null) return UpdateTrack.stable; | ||
// If the user's group number is less than or equal to the rollout | ||
// percentage, they are on the beta track. For example: | ||
// - if the rollout percentage is 25%, users with group numbers 1-25 | ||
// are on the beta track, and the other 75% are on the stable track. | ||
// - if the rollout percentage is 100%, all users are on the beta track. | ||
return _groupNumber! <= rolloutPercentage | ||
? UpdateTrack.beta | ||
: UpdateTrack.stable; | ||
} | ||
``` | ||
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## Seeing it in action | ||
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We'll start by creating a release for Android: | ||
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``` | ||
shorebird release android | ||
``` | ||
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This will create a release build of your app (an aab file) that is patchable | ||
with Shorebird. You will distribute this build to your users the same way you | ||
distribute your apps today. | ||
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Now, we'll launch our example using `shorebird preview`, which downloads the | ||
release and runs it on a local device: | ||
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![Release build showing group number 76 with a red background](https://github.com/user-attachments/assets/b82c3e48-c2b0-4c91-8c8f-58fe475a4439) | ||
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We can see from this screenshot that our device is in group 76. This means that | ||
we will request patches on the stable track until our rollout percentage is >= | ||
76, at which point we will start requesting patches in the beta track. | ||
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Because we haven't created a patch on the beta track or set a rollout percentage | ||
yet, there isn't much to see yet. | ||
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Let's change the background color from `Colors.deepPurple` to `Colors.red` and | ||
create a patch on the beta track using the following command: | ||
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``` | ||
shorebird patch android --track=beta | ||
``` | ||
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And update the rollout percentage in Firebase: | ||
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![Cloud Firestore showing 1.0.0+1 at 50% rollout](https://github.com/user-attachments/assets/378eefbc-7299-4d7c-a9d4-7dd08957a596) | ||
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Press the update button, and our shorebird preview output shows the following | ||
(formatted for readability): | ||
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``` | ||
11-13 15:54:06.188 1854 1943 I flutter : updater::network: | ||
[shorebird] Sending patch check request: PatchCheckRequest { | ||
app_id: "fdd48b3f-0b05-41b0-ac22-464600f739ee", | ||
channel: "stable", | ||
release_version: "1.0.0+1", | ||
platform: "android", | ||
arch: "aarch64" | ||
} | ||
``` | ||
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Now if we change the rollout percentage in Firebase to 76%: | ||
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![Cloud Firestore showing 1.0.0+1 at 76% rollout](https://github.com/user-attachments/assets/28adc8ae-8eb2-4770-b79d-1143bc1e2632) | ||
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And press the update button again, we will now see: | ||
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``` | ||
11-13 16:41:42.525 7036 7102 I flutter : updater::network: | ||
[shorebird] Sending patch check request: PatchCheckRequest { | ||
app_id: "fdd48b3f-0b05-41b0-ac22-464600f739ee", | ||
channel: "beta", | ||
release_version: "1.0.0+1", | ||
platform: "android", | ||
arch: "aarch64" | ||
} | ||
11-13 16:41:42.666 7036 7102 I flutter : updater::updater: | ||
[shorebird] Patch check response: PatchCheckResponse { | ||
patch_available: true, | ||
patch: Some(Patch { | ||
number: 1, | ||
hash: "6baa53e40fe1ef0d1230c0ab04ef9dacc7fb5d19368278f2cb2b09a333fdd0c2", | ||
download_url: "https://cdn-dev.shorebird.cloud/api/v1/patches/fdd48b3f-0b05-41b0-ac22-464600f739ee/android/aarch64/3098/dlc.vmcode", | ||
hash_signature: None | ||
}), | ||
rolled_back_patch_numbers: Some([]) | ||
} | ||
11-13 16:41:43.279 7036 7102 I flutter : updater::updater: | ||
[shorebird] Patch 1 successfully downloaded. It will be launched when the app next restarts. | ||
``` | ||
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Note that the channel field in the patch check request has changed from stable | ||
to beta, and that we've downloaded our patch. | ||
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![Patched build showing group number 76 with a purple background](https://github.com/user-attachments/assets/cfcc1010-5475-456a-ad25-d9415d1b5ca6) |