Note: This library is under active development and the API may change.

AshScylla

An Ash Framework data layer for ScyllaDB/Apache Cassandra

Quick Start • Features • Documentation • Contributing • License

Overview

AshScylla enables you to use ScyllaDB or Apache Cassandra as a persistence layer for your Ash Framework resources. It implements the Ash.DataLayer behaviour using Exandra (an Ecto adapter for ScyllaDB/Cassandra) to communicate via CQL (Cassandra Query Language).

Key Benefits

• Seamless Ash Integration: Use familiar Ash resources, actions, and queries
• ScyllaDB Performance: Leverage ScyllaDB's high-performance, low-latency architecture
• Cassandra Compatibility: Works with Apache Cassandra and ScyllaDB
• Rich Feature Set: TTL, consistency levels, secondary indexes, materialized views, batch operations

Quick Start

Prerequisites

• Elixir 1.17+
• Running ScyllaDB or Cassandra instance
• Basic knowledge of Ash Framework

Installation

Add ash_scylla to your dependencies in mix.exs:

def deps do
  [
    {:ash_scylla, "~> 0.2.0"}
  ]
end

Minimal Setup

1. Configure a Repo:

# lib/my_app/repo.ex
defmodule MyApp.Repo do
  use Ecto.Repo,
    otp_app: :my_app,
    adapter: Exandra
end

2. Configure the Repo in config/config.exs:

config :my_app, MyApp.Repo,
  nodes: ["127.0.0.1:9042"],
  keyspace: "my_app_dev",
  pool_size: 10

3. Generate a Resource:

mix ash_scylla.gen User name:string, email:string

This creates lib/my_app/resources/user.ex with a starter template. Or define it manually:

# lib/my_app/resources/user.ex
defmodule MyApp.User do
  use Ash.Resource,
    data_layer: AshScylla.DataLayer,
    repo: MyApp.Repo

  attributes do
    uuid_primary_key :id
    attribute :name, :string
    attribute :email, :string
  end

  actions do
    defaults [:create, :read, :update, :destroy]
  end
end

4. Create a Domain:

# lib/my_app/domain.ex
defmodule MyApp.Domain do
  use Ash.Domain

  resources do
    resource MyApp.User
  end
end

5. Create Keyspace and Tables:

# Create keyspace (using the mix task)
mix ash_scylla.setup

# Or programmatically
MyApp.Repo.create_keyspace()

# Run migrations (if using Ecto migrations)
mix ecto.migrate

6. Start Using It:

# Create
{:ok, user} = Ash.create(MyApp.User, %{name: "John", email: "john@example.com"})

# Read
users = MyApp.User
  |> Ash.Query.filter(email == "john@example.com")
  |> Ash.read!()

# Update
{:ok, updated} = user
  |> Ash.Changeset.for_update(:update, %{name: "John Doe"})
  |> Ash.update()

# Delete
:ok = Ash.destroy(user)

Or using the domain directly:

# Create via domain
{:ok, user} = MyApp.Domain.create_user(%{name: "John", email: "john@example.com"})

# Read via domain
users = MyApp.Domain.read_users!()

Features

Core Ash Features ✅

ScyllaDB-Specific Features 🚀

TTL (Time To Live)

Automatically expire data after a specified time:

defmodule MyApp.Session do
  use Ash.Resource,
    data_layer: AshScylla.DataLayer

  ash_scylla do
    ttl 3600  # Expire after 1 hour
  end
end

Consistency Levels

Configure read/write consistency per resource:

ash_scylla do
  consistency :quorum  # :any, :one, :two, :three, :quorum, :all, :local_quorum
end

Secondary Indexes

Query non-primary key columns efficiently:

ash_scylla do
  secondary_index :email          # Single column
  secondary_index [:name, :age]   # Composite index
end

Materialized Views

Create alternative query patterns with automatic view maintenance:

ash_scylla do
  materialized_view :users_by_email,
    primary_key: [:email, :id],
    include_columns: [:name, :age]
end

Batch Operations

Reduce network round-trips with BATCH statements:

# Bulk create (uses BATCH internally)
{:ok, users} = user_data_list
  |> Ash.bulk_create(MyApp.User, :create)

# Async partition-aware batching for large datasets
AshScylla.DataLayer.Batch.batch_insert_async(repo, statements, resource: MyApp.User, max_concurrency: 8)

Token-Based Pagination

Efficient pagination without OFFSET:

ash_scylla do
  pagination :token  # Use token-based pagination instead of OFFSET
end

Per-Action Consistency

Configure consistency levels per action:

ash_scylla do
  consistency :quorum              # Default consistency
  per_action_consistency read: :one, create: :quorum  # Per-action overrides
end

Data Modeling Best Practices

ScyllaDB is a wide-column store optimized for specific query patterns. Follow these principles:

1. Query-First Design 🎯

Design your tables around your queries, not the other way around:

# Good: Partition key supports your main query
defmodule MyApp.User do
  attributes do
    attribute :email, :string, primary_key?: true  # Partition key
    attribute :name, :string
  end
end

# Query by partition key (efficient)
MyApp.User
  |> Ash.Query.filter(email == "user@example.com")
  |> Ash.read_one()

2. Denormalization is Normal 📦

Duplicate data across tables to support different query patterns:

# Table for querying posts by author
defmodule MyApp.PostByAuthor do
  attributes do
    attribute :author_id, :uuid, primary_key?: true
    attribute :post_id, :uuid, primary_key?: true
    attribute :title, :string
    attribute :content, :string
  end
end

# Table for querying posts by date
defmodule MyApp.PostByDate do
  attributes do
    attribute :date, :date, primary_key?: true
    attribute :post_id, :uuid, primary_key?: true
    attribute :title, :string
    attribute :author_name, :string  # Denormalized
  end
end

3. Choose Partition Keys Wisely 🔑

• High cardinality: Distribute data evenly across nodes
• Query patterns: Support your most common queries
• Avoid hotspots: Don't use low-cardinality partition keys

# Good: User ID has high cardinality
attribute :user_id, :uuid, primary_key?: true

# Avoid: Status has low cardinality (creates hotspots)
attribute :status, :string, primary_key?: true  # Don't do this

Configuration

Resource Configuration

defmodule MyApp.User do
  use Ash.Resource,
    data_layer: AshScylla.DataLayer

  ash_scylla do
    table "users"                    # Override table name
    keyspace "custom_keyspace"        # Override keyspace
    consistency :quorum               # Consistency level
    ttl 3600                          # Default TTL (seconds)

    # Secondary indexes
    secondary_index :email
    secondary_index [:name, :age]

    # Materialized views
    materialized_view :users_by_email,
      primary_key: [:email, :id],
      include_columns: [:name, :age]
  end
end

Repo Configuration

config :my_app, MyApp.Repo,
  nodes: ["scylla-1:9042", "scylla-2:9042"],  # Cluster nodes
  keyspace: "my_app_prod",
  pool_size: 50,                                # Connections per node
  pool_timeout: 15_000,
  request_timeout: 300_000,                     # Query timeout (ms)
  connect_timeout: 10_000

Pool Size Guidelines:

• Development: 5-10
• Production: 25-100 (based on concurrent queries)

ScyllaDB works best with a connections-per-shard approach: pool_size = num_nodes * num_cores_per_node

Use the built-in helper to calculate the recommended pool size:

config :my_app, MyApp.Repo,
  pool_size: MyApp.Repo.recommended_pool_size()

Limitations

Since ScyllaDB/Cassandra is a NoSQL wide-column store, some features are not supported:

Observability

Telemetry

AshScylla emits standard :telemetry events for all query and batch operations, enabling integration with LiveDashboard, Datadog, OpenTelemetry, and other observability tools.

Query events:

• [:ash_scylla, :query, :start] - Query begins execution
• [:ash_scylla, :query, :stop] - Query finishes successfully
• [:ash_scylla, :query, :exception] - Query raises an error

Batch events:

• [:ash_scylla, :batch, :start] - Batch operation begins
• [:ash_scylla, :batch, :stop] - Batch operation finishes

Attaching a handler:

:telemetry.attach(
  "ash_scylla-logger",
  [:ash_scylla, :query, :stop],
  &MyApp.Telemetry.handle_event/4,
  nil
)

Prepared Statement Caching

For high-throughput workloads, enable the prepared statement cache to eliminate repeated query parsing overhead on ScyllaDB:

# In your supervision tree
children = [
  AshScylla.PreparedStatementCache,
  # ... other children
]

Documentation

For detailed documentation, see:

• Usage Guide - Comprehensive guide with examples
• Development Guide - Dev container setup and development workflow
• Production Guide - Multi-node cluster deployment and operations
• Implementation Summary - Technical details
• Error Handling - Error types and handling strategies
• API Documentation - Module documentation (when published)

Quick Links

• Secondary Indexes
• Materialized Views
• Batch Operations
• Consistency Levels
• TTL Support
• Performance Optimization

Testing

Run the test suite:

# All tests (unit + integration; requires Docker for testcontainers)
mix test

# Unit tests only (no ScyllaDB required)
mix test --exclude integration

# Integration tests only (requires Docker)
mix test test/scylla_integration_test.exs --only integration

# CI pipeline (unit tests + credo)
mix test.ci

Test Structure

Integration tests use testcontainers to spin up a ScyllaDB instance automatically.

Contributing

Contributions are welcome! Here's how to get started:

1. Fork the repository
2. Clone your fork: git clone https://github.com/your-username/ash_scylla.git
3. Create a feature branch: git checkout -b feature/my-feature
4. Make your changes
5. Run tests: mix test
6. Commit your changes: git commit -am 'Add some feature'
7. Push to the branch: git push origin feature/my-feature
8. Create a Pull Request

Development Setup

# Install dependencies
mix deps.get

# Start ScyllaDB via Docker Compose (includes health checks)
docker compose up -d

# Or start ScyllaDB manually
docker run -p 9042:9042 scylladb/scylla:latest

# Run tests
mix test

Dev Container

A .devcontainer/devcontainer.json is provided for VS Code Dev Containers. It brings up both Elixir and ScyllaDB together via Docker Compose.

License

This project is licensed under the Apache License 2.0 - see the LICENSE file for details.

Acknowledgments

• Ash Framework - The Elixir framework this data layer integrates with
• Exandra - Ecto adapter for ScyllaDB/Cassandra
• ScyllaDB - High-performance NoSQL database

Made with ❤️ for the Elixir and Ash communities