Easily craft and deploy distributed cache topologies and cache usage patterns.
Nebulex provides support for transparently adding caching into an existing Elixir application. Similar to Ecto, the caching abstraction allows consistent use of various caching solutions with minimal impact on the code. Furthermore, it enables the implementation of different cache usage patterns, distributed cache topologies, and more.
Supposing we are using Ecto
and we want to apply caching declaratively on
some functions:
# In the config/config.exs file
config :my_app, MyApp.PartitionedCache,
primary: [
gc_interval: :timer.seconds(3600),
backend: :shards,
partitions: 2
]
# Defining a Cache with a partitioned topology
defmodule MyApp.PartitionedCache do
use Nebulex.Cache,
otp_app: :my_app,
adapter: Nebulex.Adapters.Partitioned,
primary_storage_adapter: Nebulex.Adapters.Local
end
# Some Ecto schema
defmodule MyApp.Accounts.User do
use Ecto.Schema
schema "users" do
field(:username, :string)
field(:password, :string)
field(:role, :string)
end
def changeset(user, attrs) do
user
|> cast(attrs, [:username, :password, :role])
|> validate_required([:username, :password, :role])
end
end
# The Accounts context
defmodule MyApp.Accounts do
use Nebulex.Caching
alias MyApp.Accounts.User
alias MyApp.PartitionedCache, as: Cache
alias MyApp.Repo
@ttl Nebulex.Time.expiry_time(1, :hour)
@decorate cacheable(cache: Cache, key: {User, id}, opts: [ttl: @ttl])
def get_user!(id) do
Repo.get!(User, id)
end
@decorate cacheable(cache: Cache, key: {User, username}, opts: [ttl: @ttl])
def get_user_by_username(username) do
Repo.get_by(User, [username: username])
end
@decorate cache_put(
cache: Cache,
keys: [{User, usr.id}, {User, usr.username}],
match: &match_update/1
)
def update_user(%User{} = usr, attrs) do
usr
|> User.changeset(attrs)
|> Repo.update()
end
defp match_update({:ok, usr}), do: {true, usr}
defp match_update({:error, _}), do: false
@decorate cache_evict(cache: Cache, keys: [{User, usr.id}, {User, usr.username}])
def delete_user(%User{} = usr) do
Repo.delete(usr)
end
def create_user(attrs \\ %{}) do
%User{}
|> User.changeset(attrs)
|> Repo.insert()
end
end
Nebulex is commonly used to interact with different cache implementations and/or stores (such as Redis, Memcached, or other implementations of cache in Elixir), being completely agnostic from them, avoiding the vendor lock-in.
See the getting started guide and the online documentation for more information.
You need to add nebulex
as a dependency to your mix.exs
file. However, in
the case you want to use an external (a non built-in adapter) cache adapter,
you also have to add the proper dependency to your mix.exs
file.
The supported caches and their adapters are:
Cache | Nebulex Adapter | Dependency |
---|---|---|
Generational Local Cache (ETS + Shards) | Nebulex.Adapters.Local | Built-In |
Partitioned (layer on top of a local cache) | Nebulex.Adapters.Partitioned | Built-In |
Replicated (layer on top of a local cache) | Nebulex.Adapters.Replicated | Built-In |
Multilevel (layer on top of existing caches) | Nebulex.Adapters.Multilevel | Built-In |
Redis | NebulexRedisAdapter | nebulex_redis_adapter |
Memcached | NebulexMemcachedAdapter | nebulex_memcached_adapter |
FoundationDB | NebulexFdbAdapter | nebulex_fdb_adapter |
For example, if you want to use a built-in cache, add to your mix.exs
file:
def deps do
[
{:nebulex, "~> 2.0"},
{:shards, "~> 0.6"}, #=> For using :shards as backend
{:decorator, "~> 1.3"} #=> For using Caching Annotations
]
end
In order to give more flexibility and loading only needed dependencies, Nebulex makes all its dependencies as optional. For example:
-
For intensive workloads, we may want to use
:shards
as the backend for the local adapter and having partitioned tables. In such a case, you have to add:shards
to the dependency list. -
For enabling the usage of declarative annotation-based caching via decorators, you have to add
:decorator
to the dependency list. -
Also, all the external adapters have to be added as a dependency as well.
Then run mix deps.get
in your shell to fetch the dependencies. If you want to
use another cache adapter, just choose the proper dependency from the table
above.
Finally, in the cache definition, you will need to specify the adapter:
respective to the chosen dependency. For the local built-in cache it is:
defmodule MyApp.Cache do
use Nebulex.Cache,
otp_app: :my_app,
adapter: Nebulex.Adapters.Local
end
- Getting Started
- Documentation
- Cache Usage Patterns
- Instrumenting the Cache with Telemetry
- Migrating to v2.x
- Examples
Testing by default spawns nodes internally for distributed tests. To run tests
that do not require clustering, exclude the clustered
tag:
$ mix test --exclude clustered
If you have issues running the clustered tests try running:
$ epmd -daemon
before running the tests.
Some basic benchmarks were added using benchee; to learn more, check out the benchmarks directory.
To run the benchmarks:
$ MIX_ENV=test mix run benchmarks/benchmark.exs
If you are interested to run more sophisticated load tests, perhaps you should checkout the Nebulex Load Tests example, it allows you to run your own performance/load tests against Nebulex, and it also comes with load tests results.
Contributions to Nebulex are very welcome and appreciated!
Use the issue tracker for bug reports or feature requests. Open a pull request when you are ready to contribute.
When submitting a pull request you should not update the CHANGELOG.md, and also make sure you test your changes thoroughly, include unit tests alongside new or changed code.
Before to submit a PR it is highly recommended to run:
mix format
to format the code properly.mix credo --strict
to find code style issues.mix coveralls.html && open cover/excoveralls.html
to run tests and check out code coverage (expected 100%).mix dialyzer
to run dialyzer for type checking; might take a while on the first invocation.
Copyright (c) 2017, Carlos Bolaños.
Nebulex source code is licensed under the MIT License.