As far as keeping track of domain changes you can store DDL files in version control like you mention or use tools like Flyway (https://flywaydb.org) or Liquidbase (https://liquibase.org) which takes care of database migrations. Source: about 2 years ago

I just use SQL directly (or something like JOOQ). For database migrations I use Liquibase. Source: about 2 years ago

Regarding the migrations, there are tools such as https://liquibase.org/ or FlyAway that handle this. Heck, you can even use an ORM that has a migration baked-in but that defeats the purpose of having the migrations in a separate project. Source: about 2 years ago

I've trialled schemachange and liquibase which are change script based tools. I've ruled out a whole load of other tools that are either change script based tools or don't support Snowflake, including the following:. Source: over 2 years ago

Nowadays I prefer to automate database updates and deployment, using Liquibase and its relational database vendor agnostic syntax for that. Especially on production systems. But on local dev environments, I can still use the occasional SQL in a pinch. Source: over 2 years ago

Peewee This is a Python ORM (Object-Relational Mapping) library that supports SQLite, MySQL, PostgreSQL, and Cockroach databases. It basically helps software developers work with databases using Python class methods instead of battling with SQL queries. It is a very expressive object-relational mapper (ORM) applied to joining relational data with Python objects. You can access it here... - Source: dev.to / 9 months ago

I also don't use SQLAlchemy, but Peewee instead (honestly if I could go back to the start, I probably would have gone SQLAlchemy instead, just for the larger ecosystem). It's been pretty trivial to set up and use, at least once you wrap your head around the concept of an ORM in the first place. Source: about 1 year ago

Sqlalchemy is unnecessarily complicated, for something that is supposed to make your life easier it's very off putting. I've turned to peewee with great success. It's a very simple project, responsive maintainer with an interface similar to Django. Source: about 1 year ago

I've been working on making an API to simplify integration with other ORMS. I've started with peewee as it's very lightweight. Once that's done, I hope people more familiar with SQLAlchemy will be able to easily integrate it. However, since this is a side project that I work on in my spare time, it may take some months before the API/integration lands but hopefully we'll have it one day. Source: about 1 year ago

Try peewee. Straightforward and similar to mongoose. Source: over 1 year ago