Schema Migrations ================= Over time, the ORM models in your application may change. Migrations provide a way to modify the database tables according to the changes in your models, without writing raw SQL. The migrations that were applied to the database are recorded in the `infi_clickhouse_orm_migrations` table, so migrating the database will only apply any missing migrations. Writing Migrations ------------------ To write migrations, create a Python package. Then create a python file for the initial migration. The migration files must begin with a four-digit number, and will be applied in sequence. For example: analytics | +-- analytics_migrations | +-- __init__.py | +-- 0001_initial.py | +-- 0002_add_user_agents_table.py Each migration file is expected to contain a list of `operations`, for example: from infi.clickhouse_orm import migrations from analytics import models operations = [ migrations.CreateTable(models.Visits), migrations.CreateTable(models.Visitors) ] The following operations are supported: **CreateTable** A migration operation that creates a table for a given model class. If the table already exists, the operation does nothing. In case the model class is a `BufferModel`, the operation first creates the underlying on-disk table, and then creates the buffer table. **DropTable** A migration operation that drops the table of a given model class. If the table does not exist, the operation does nothing. **AlterTable** A migration operation that compares the table of a given model class to the model’s fields, and alters the table to match the model. The operation can: - add new columns - drop obsolete columns - modify column types Default values are not altered by this operation. **AlterTableWithBuffer** A compound migration operation for altering a buffer table and its underlying on-disk table. The buffer table is dropped, the on-disk table is altered, and then the buffer table is re-created. This is the procedure recommended in the ClickHouse documentation for handling scenarios in which the underlying table needs to be modified. Applying this migration operation to a regular table has the same effect as an `AlterTable` operation. **RunPython** A migration operation that runs a Python function. The function receives the `Database` instance to operate on. def forward(database): database.insert([ TestModel(field=1) ]) operations = [ migrations.RunPython(forward), ] **RunSQL** A migration operation that runs raw SQL queries. It expects a string containing an SQL query, or an array of SQL-query strings. Example: operations = [ RunSQL('INSERT INTO `test_table` (field) VALUES (1)'), RunSQL([ 'INSERT INTO `test_table` (field) VALUES (2)', 'INSERT INTO `test_table` (field) VALUES (3)' ]) ] Running Migrations ------------------ To migrate a database, create a `Database` instance and call its `migrate` method with the package name containing your migrations: Database('analytics_db').migrate('analytics.analytics_migrations') Note that you may have more than one migrations package. --- [<< Table Engines](table_engines.md) | [Table of Contents](toc.md) | [System Models >>](system_models.md)