Develop a new version of an app

This topic provides information and best practices when updating an app to a new version or patch.

Best practices when developing a new version or patch

Providers should consider the following best practices when developing a new version or patch for an app.

Fully test an app before initiating the automated security scan

The following actions can initiate the automated security scan:

  • Setting the DISTRIBUTION property of the application package to EXTERNAL if a version of the app exists

  • Adding a new version or patch to an application package that has the DISTRIBUTION property set to EXTERNAL

Snowflake recommends that you fully test a new version or patch of your app locally before initiating the security scan to avoid delays and multiple iterations of the scan in case of failure.

Ensure compatibility between versions

Providers must ensure that a new version is compatible with the previous version of an app. For example, if an app has versions v1 and v2, v2 must be compatible with v1. When version v3 is added, it must be compatible with version v2. However, because only two versions of an app can exist at one time, version v3 does not have to be compatible with version v1.

Code running in the previous version must handle state changes introduced in the new version. To handle stateless objects, providers should use versioned schemas to ensure that upgrades are handled correctly. See Use versioned schema to manage app objects across versions for more information.

Minimize state changes in patches

Providers must ensure that new patches do not introduce state changes that are different from previous patches of the same version. Providers must minimize state changes such as adding or altering tables or columns when developing a patch. Tables and columns must remain compatible across all versions and patches. Patches should focus on bug fixes or minor feature additions without involving state modifications.

State changes should only be made when updating the version of an app.

Use safe practices when creating objects from the setup script

When creating objects from the setup script, consider the following best practices:

  • Use CREATE IF NOT EXISTS:

    You should always use CREATE OR REPLACE, CREATE IF NOT EXISTS or CREATE OR ALTER, whichever is applicable, when creating database objects such as tables, views, functions, or procedures. This prevents errors when trying to create objects that already exist during upgrade.

    Snowflake recommends using CREATE OR REPLACE only for stateless objects, such as functions or procedures, but not for stateful objects, such as tables.

  • Ensure that the setup script of each app is self-contained

    Each version of the app must be complete and independent. For example, if a table was created in version v2.0 using the CREATE TABLE IF NOT EXISTS a(int c) and version v3.0 includes ALTER TABLE A(…), ensure both the CREATE TABLE and ALTER TABLE statements are present in version v3.0. This ensures users installing the app from a later version have all necessary schema and objects.

  • Use only idempotent changes in the setup script

    Structure CREATE and ALTER statements to be idempotent, so that they can run multiple times without errors or unintended side effects. If the setup script fails during installation, Snowflake reruns the setup script from the beginning. If a versioned schema has already been created for this version it is not recreated or deleted. For this reason, providers should use the CREATE IF NOT EXISTS version of the CREATE commands.

    For example:

    • Use ALTER TABLE ADD COLUMN IF NOT EXISTS to ensure columns are added only if they do not already exist.

    • When inserting rows, implement safeguards to prevent duplicate rows if unintended, as upgrades may be retried multiple times.

Use caution when creating or dropping application roles

Use caution when creating or dropping application roles in a version or patch. Application roles are not versioned. Dropping an application role or revoking a grant on an object from one version to another can cause the app to stop working or prevent consumers from accessing the app.

Avoid using CREATE OR REPLACE APPLICATION ROLE. Instead, use CREATE APPLICATION ROLE IF NOT EXISTS. The OR REPLACE clause will drop and recreate roles, causing permission issues as account-level roles granted to the application role in previous versions would need to be re-granted.

Best practices when developing a new patch or version of an app with containers

Providers should consider the following best practices when developing a new version or patch for an app with containers:

  • Use caution when setting the timeout value for the SYSTEM$WAIT_FOR_SERVICES system function.

    Setting this value to value that is too long may cause other part of the app to fail if they are expecting a service to be available. See Pause setup script execution for more information.

  • Snowflake recommends creating the version initializer stored procedure within a versioned schema. If the version initializer is not created within a versioned schema, the version initializer may not exist from one version to the next.

  • If an app specifies a version initializer, Snowflake recommends that the app attempts to start or upgrade services within the version initializer instead of the setup script. This ensures that the correct version of the service is running if an upgrade attempt fails.

  • The version initializer does not need to be granted to an application role.

See Update an app with containers for additional information on updating an app with containers.

Update an app with containers

Updating an app with containers to a new version adds additional considerations during upgrade. The process of upgrading an app with containers has two main stages:

  • Upgrade the services in the containers managed by the app.

    Like other Snowpark Container Services, container apps use the ALTER SERVICE command to modify a service based on a service specification file for the new version. This command runs asynchronously.

  • Upgrade other objects in the app.

    After the services are successfully upgraded, other object within the app are upgraded. This is similar to the normal Snowflake Native App upgrade process. See About app upgrades for more information.

The Snowflake Native App Framework allows users to continue using an app even during major version upgrades, ensuring no downtime for a normal app. However, for apps with containers, as both CREATE SERVICE and ALTER SERVICE are asynchronous. This means that even after the upgrade finishes, the new version of the service may not be immediately available.

The potential issue when upgrading an app with containers is that the ALTER SERVICE command runs asynchronously. If this command adds the ALTER SERVICE directly to the setup script, the setup script continues to run while the service upgrade is in progress.

Providers should write their setup script assuming that service upgrades may not yet be complete or they should use SYSTEM$WAIT_FOR_SERVICES and Use a version initializer to manage service upgrades to guarantee the correct version of the service is ready for use.

To handle service upgrades correctly, the Snowflake Native App Framework provides features that allow the app to:

  • Pause the execution of the setup script until the services upgrade successfully or fail. Providers should ensure that the setup script can handle possible situations. See Pause setup script execution for more information.

  • Use the version initializer function to rollback service upgrades to the previous version if the upgrade fails. See Considerations when upgrading services for more information.

Pause setup script execution

To minimize downtime and ensure services are ready, use the SYSTEM$WAIT_FOR_SERVICES system function in the setup script after creating or altering a service:

SELECT SYSTEM$WAIT_FOR_SERVICES(600, 'services.web_ui', 'services.worker', 'services.aggregation');
Copy

This command causes the setup script to pause until one of the following occurs:

  • All named services passed to the system function have READY status.

  • Any of the named services has the FAILED status.

  • 600 seconds has passed.

This system function ensures the app installation or upgrade waits until the service is available or until a failure occurs, ensuring that the service state is in sync with the version upgrade.

Considerations when upgrading services

The Snowflake Native App Framework provides the version initializer callback function that allows providers to synchronize upgrading services with the rest of the upgrade procedure.

During the upgrade of a basic app, the setup script upgrades to the new version of the app by modifying objects within a versioned schema. If an error occurs during upgrade, the objects within the versioned schema revert back to the previous version of the app.

In the case of an app with containers, services that are created or modified by running the CREATE SERVICE or ALTER SERVICE commands in the setup script use a service specification file for the new version.

Because services are not created within versioned schemas, a service is upgraded as soon as the CREATE SERVICE or ALTER SERVICE command run successfully. If there is a failure later in the setup script, for example, the objects in versioned schemas are reverted back to the previous version, but the modified services are the services of the new version.

Use a version initializer to manage service upgrades

The Snowflake Native App Framework provides a version initializer that is used to start or upgrade services or other related processes, for example tasks. The version initializer is a callback stored procedure that is specified in the manifest file.

The version initializer is invoked in the following contexts:

  • During installation, the version initializer is called as soon as the setup script of the app finishes without errors.

  • During upgrade, there are two possible scenarios where the version initializer is called:

    • If the setup script of the new version succeeds, then the version initializer of the new version of the app is called.

    • If the setup script or the version initializer of the new version fails, then the version initializer of the previous version of the app is called. This allows the version initializer of the previous version to use the ALTER SERVICE to revert the services to the previous version.

Add the version initializer to an app

To specify the stored procedure used as the version initializer, add the following to the manifest.yml file:

lifecycle_callback:
  version_initializer: callback.version_init
Copy

In this example, the version_initializer property is set to a stored procedure named version_init within a schema named callback.

Within the setup script, a provider can define this procedure within a versioned schema as shown in the following example:

CREATE OR ALTER VERSIONED SCHEMA callback;

CREATE OR REPLACE PROCEDURE callback.version_init()
  ...
  -- body of the version_init() procedure
  ...
Copy
Language: English