.h2 Goodbye serialize, hello hstore. You need dynamic columns in your tables. What do you do? * Create lots of tables to handle it. Nice, now you'll need more models and lots of additional sqls. Insertion and selection will be slow as hell. * Use a noSQL database just for this issue. Good luck. * Create a serialized column. Nice, insertion will be fine, and reading data from a record too. But, what if you have a condition in your select that includes serialized data? Yeah, regular expressions. !https://spreadsheets.google.com/oimg?key=0AoQcKrACYfGjdGRVV3cyTDZYQkJMa255VkxxQW9LTHc&oid=1&zx=ksfsz3-j87df5! |action|serialize|hstore|serialize sql|hstore sql| |count all with condition|10114,575|1830,444|SELECT count(*) FROM foos WHERE data ~ 'foo: bar';|SELECT count(*) FROM bars WHERE data @> 'foo=>bar';| |count all with negative condition|18722,149|1677,948|SELECT count(*) FROM foos WHERE data !~ 'another key: 9999990';|SELECT count(*) FROM bars WHERE not data @> '"another key"=>9999990';| |find one with condition|17740,307|130,227|SELECT count(*) FROM foos WHERE data ~ 'another key: 9999990';|SELECT * FROM bars WHERE data @> '"another key"=>9999990'| Benchmarks made in my local machine, time in milliseconds. .h2 Requirements Postgresql 8.4 with contrib and Rails 3. (It might work on 2.3.x with minor patches...) .h2 Install Hstore is a postgres contrib type. Check it out first: http://www.postgresql.org/docs/8.4/static/hstore.html Then, just add this to your Gemfile: gem 'activerecord-postgres-hstore' And run your bundler: bundle install Now you need to create a migration that adds hstore support for your postgresql database: rails g railtie:hstore Run it: rake db:migrate Finally you can create your own tables using hstore type. It's easy: rails g model Person name:string data:hstore You're done. Well, not yet. Don't forget to add indexes. Like this: CREATE INDEX people_gist_data ON people USING GIST(data); -- or CREATE INDEX people_gin_data ON people USING GIN(data); To my experience GIN is faster for searching records. .h2 Usage Once you have it installed, you just need to learn a little bit of new sqls for selecting stuff (creting and updating is transparent). Find records that contains a key named 'foo': Person.where("data ? 'foo'") Find records where 'foo' is equal to 'bar': Person.where("data -> 'foo' = 'bar'") This same sql is at least twice as fast (using indexes) if you do it that way: Person.where("data @> 'foo=>bar'") Find records where 'foo' is not equal to 'bar': Person.where("data -> 'foo' <> 'bar'") # or Person.where("not data @> 'foo=>bar'") Find records where 'foo' is like 'bar': Person.where("data -> 'foo' LIKE '%bar%'") # or something like ... Person.where("data -> 'foo' ILIKE '%bar%'") Have fun. .h2 Help You can use issues in github for that. Or else you can reach me at twitter: @joaomilho .h2 Note on Patches/Pull Requests * Fork the project. * Make your feature addition or bug fix. * Add tests for it. This is important so I don't break it in a future version unintentionally. * Commit, do not mess with rakefile, version, or history. (if you want to have your own version, that is fine but bump version in a commit by itself I can ignore when I pull) * Send me a pull request. Bonus points for topic branches. .h2 Copyright Copyright (c) 2010 Juan Maiz. See LICENSE for details.