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Braindumps! Go, go, go!

Database stuff


What are migrations?

Sometimes the way we store data changes. We might add a new field or deprecate an old field. Even though MongoDB allows us to store things very "flexibly", it's important that as we change our schema (add new fields, remove fields, rename fields, restructure some data) that our database is updated to have things stored in the same form that we expect to access them in our codebase.

How to run

Pretty simple! Just run:

./bin/gmg migrate

How to add a new migration

Migrations are handled in:


Migrations aren't too complex! Basically they're just python arguments that take a pymongo database as their sole argument.

Note, this is a pymongo database and NOT a mongokit database! The reason for this is we don't want people to use the ORM to avoida a chicken and egg type paradox: our ORM might have tools that expect things to be at our current schema

So we force people to use the simple pymongo database API, which is itself not too hard!

Let's look at one from the unit tests:

@RegisterMigration(1, TEST_MIGRATION_REGISTRY)
def creature_add_magical_powers(database):
    Add lists of magical powers.

    This defaults to [], an empty list.  Since we haven't declared any
    magical powers, all existing monsters should
        {'magical_powers': {'$exists': False}},
        {'$set': {'magical_powers': []}},

This is a fairly simple example where we're using the update command to find all instances where there aren't any magical powers, and we set the magical powers thusly to an empty list. For more on update commands and mongodb, see:

You'll notice that preceding the migration is a decorator called RegisterMigration. This takes two arguments: the number of this migration (increment this by one from whatever the last migration was) and the "migration registry" we'll be storing it in. (Probably MIGRATIONS). This decorator will thusly record your migration in the registry as being this version. (This is compared against the "current_migration"'s value stored in your database's 'app_metadata' collection in the '_id': 'mediagoblin' document so it knows what new migrations must be run.)

Another example, from the real migrations in

def user_add_bio_html(database):
    Users now have richtext bios via Markdown, reflect appropriately.
    collection = database['users']

    target = collection.find(
        {'bio_html': {'$exists': False}})

    for document in target:
        document['bio_html'] = cleaned_markdown_conversion(

This one is slightly more compliated, but still not too hard. It's just taking the value from the key 'bio', running it through the cleaned_markdown_conversion, and storing that result in bio_html.

(Just one more note, if you're using the update method, for now please don't use the '$rename' modifier as it isn't supported in versions of mongodb used in most current stable distributions.)