Ecto 2.X adapter for Mnesia Erlang term database. In most cases it can be used as drop-in replacement for other adapters.
Supported features:
- Compatible
Ecto.Repo
API. - Automatically converts
Ecto.Query
structs to Erlangmatch_spec
. Also adapter emulatesquery.select
andquery.order_bys
behaviors, even trough Mnesia itself does not support them. - Auto-generated (via sequence table)
:id
primary keys. - Migrations and database setup via
Ecto.Migrations
. - Transactions.
- Secondary indexes.
Planned features:
- Native primary key and unique index constraints.
- Custom primary keys.
- Other transactional contexts.
Not supported features (create issue and vote if you need them):
- Type casting. Mnesia can store any data in any field, including strings, numbers, atoms, tuples, floats or even PID's. All types in your migrations will be silently ignored.
- Mnesia clustering and auto-clustering.
We have production task that needs low read-latency database and our data fits in RAM, so Mnesia is a best choice: it's part of OTP, shares same space as our app does, work fast in RAM and supports transactions (it's critical for fintech projects).
Why do we need adapter? We don't want to lock us to any specific database, since requirements can change. Ecto allows to switch databases by simply modifying config, and we might want to go back to Postres or another DB.
We don't recommend to use distributed Mnesia, because it's neither AP, nor CP database. (And there are no such thing as AC DB.) Mnesia requires you to handle network partitions (split brains) manually.
So clustering should be an option only when you absolutely sure how you will recover from split-brains. In general, if you don't sure what is network splits, don't use it.
config :ecto_mnesia,
host: {:system, :atom, "MNESIA_HOST", Kernel.node()},
storage_type: {:system, :atom, "MNESIA_STORAGE_TYPE", :disc_copies}
config :mnesia,
dir: 'priv/data/mnesia' # Make sure this directory exists
Notice that {:system, [TYPE], ENV_NAME, default_value}
tuples can be replaced with any raw values.
They tell adapter to read configuration from environment in run-time, so you will be able to set MNESIA_HOST
and MNESIA_STORAGE_TYPE
environment variables, which is very useful when you releasing app in production and don't want to rebuild all code on each config change.
If you want to know more how this tool works take look at Confex package.
:disc_copies
- store data in both RAM and on dics. Recommended value for most cases.:ram_copies
- store data only in RAM. Data will be lost on node restart. Useful when working with large datasets that don't need to be persisted.:disc_only_copies
- store data only on dics. This will limit database size to 2GB and affect adapter performance.
In migrations you can select which kind of table you want to use:
create_if_not_exists table(:my_table, engine: :set) do
# ...
end
Supported types:
:set
- default type. Expected your records to have at least one unique rprimary key that should be in first column.:ordered_set
- same as:set
, but Mnesia will store data in a table will be ordered by primary key.:bag
- expected all records to be unique, but no primary key is required. (Internally, it will use first field as a primary key).
Ordered set comes in a cost of increased complexity of write operations:
Set
Operation | Average | Worst Case |
---|---|---|
Space | O(n) | O(n) |
Search | O(1) | O(n) |
Insert | O(1) | O(n) |
Delete | O(1) | O(n) |
Ordered Set
Operation | Average | Worst Case |
---|---|---|
Space | O(n) | O(n) |
Search | O(log n) | O(n) |
Insert | O(log n) | O(n) |
Delete | O(log n) | O(n) |
It is available in Hex, the package can be installed as:
- Add
ecto_mnesia
to your list of dependencies inmix.exs
:
```elixir
def deps do
[{:ecto_mnesia, "~> 0.6.5"}]
end
```
- Ensure
ecto_mnesia
is started before your application:
```elixir
def application do
[applications: [:ecto_mnesia]]
end
```
- Use
Ecto.Adapters.Mnesia
as yourEcto.Repo
adapter:
```elixir
config :my_app, MyRepo,
adapter: Ecto.Adapters.Mnesia
```
The docs can be found at https://hexdocs.pm/ecto_mnesia.
We want to thank meh for his Amnesia package that helped a loot in initial Mnesia investigations. Some pieces of code was copied from hes repo.
Also big thanks to josevalim for Elixir, Ecto and active help while this adapter was developed.