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Explain how to perform Datastore schema migrations in developing doc
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@ -35,3 +35,58 @@ If you are adding new URL paths, or new directories of web-accessible resources,
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you will need to make the corresponding changes in `RegistryTestServer`. This
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you will need to make the corresponding changes in `RegistryTestServer`. This
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class contains all of the routing and static file information used by the local
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class contains all of the routing and static file information used by the local
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development server.
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development server.
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## Performing Datastore schema migrations
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At some point in the development of a large product it will most likely become
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necessary to perform a schema migration on data persisted to the database.
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Because Datastore is a schema-less database, adding new fields is as simple as
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writing to them, but changing the names or data formats of existing fields
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requires more care, especially on a running production environment. The
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Objectify documentation has a good [introductory
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guide](https://github.com/objectify/objectify/wiki/SchemaMigration) to schema
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migrations that is worth reading. Beyond that, you may want to use some of the
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following techniques.
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The requirements for a good schema migration are as follows:
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* There must be no down-time or interruption of service.
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* The upgrade must be rollback-safe, i.e. the new version of the app can be
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reverted and everything will continue working.
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In order to meet these requirements, a multiple-phase roll-out strategy is used
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as follows:
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1. Dual-write, reading from old field. Add the new Datastore fields along with
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any required Datastore indexes. Use an `@OnSave` method on the entity to
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copy over the contents of the old field to the new field every time the
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entity is saved.
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2. Deploy the new version of the app.
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3. Re-save all affected entities in Datastore. For `EppResources` this can be
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accomplished by running
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[`ResaveAllEppResourcesAction`](https://github.com/google/nomulus/blob/master/java/google/registry/tools/server/ResaveAllEppResourcesAction.java);
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for other entities you may need to write something custom. Re-saving all
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entities forces the `@OnSave` method to fire for every entity, copying over
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the contents of the old fields to the new fields. Any additional entities
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that are created after the mapreduce is run will have the right values for
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the new field because the `@OnSave` method is writing them.
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4. Dual-write, now reading from new field. Switch over all places in the code
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that are using the data to read from the new fields rather than from the old
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fields. Adjust the `@OnSave` method so that it is copying over the contents
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from the new field to the old field. Dual-writing to the old fields ensures
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that it is safe to roll back to the prior version if necessary, since the
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data it is expecting will still be there.
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5. Deploy the new version of the app.
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6. Delete the old fields, their indexes, and the `@OnSave` method.
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7. Deploy the new version of the app. The schema migration is now complete.
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The migration away from using a wrapper class around Keys on `DomainBase`
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objects is instructive as an example:
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* [Step
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1](https://github.com/google/nomulus/commit/861fd60d2cb408ba2f9570d3881d316475b728c2),
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which implements dual-writing.
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* [Step
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4](https://github.com/google/nomulus/commit/361a53a3c985c14539e5ec1a31cf4ad192f67a5d),
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which switches over to using the new fields.
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* Step 6, which removes the old fields (work pending).
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