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Chat Service

A standalone, generic and integrable real-time messaging service. Designed to be the chat backbone for any application — from a simple bot interface to a full Slack-like workspace.

Architecture document: docs/architecture.pdf


Table of Contents


Overview

Chat Service is a real-time messaging service built on Elixir/BEAM. It is atomic — runs standalone without depending on any other system — and integrable — exposes stable contracts via gRPC and RabbitMQ events that any project can consume.

The service manages: rooms, real-time messaging, delivery guarantees, and presence tracking.

The service does not manage: identity, user profiles, contact lists, or social graphs. These are the integrator's responsibility.


Distribution Models

The service supports three distribution models:

Model A — Standalone Deploy the full stack and access via browser. Includes the demo frontend and backend. Suitable for self-hosting and portfolio demonstration.

docker compose --profile local-db --profile local-cache --profile local-queue --profile demo up

Model B — Core only (SDK) Deploy only core. The integrating system connects via WebSocket using the Protobuf protocol, implements the Chat.Auth behaviour, and subscribes to RabbitMQ events.

Pull the published image — no need to clone the repository:

docker pull ghcr.io/your-username/chat-core:latest

Or add it to your existing docker-compose.yml:

services:
  chat:
    image: ghcr.io/your-username/chat-core:latest
    ports:
      - "4000:4000"
      - "50051:50051"
    environment:
      SECRET_KEY_BASE: ${SECRET_KEY_BASE}
      RABBITMQ_URL: ${RABBITMQ_URL}
      SCYLLADB_URL: ${SCYLLADB_URL}
      REDIS_URL: ${REDIS_URL}

For local development with all services:

docker compose --profile local-db --profile local-cache --profile local-queue up

Model C — Widget Install the published package and embed in any web application:

bun add @chat/widget
# or
npm install @chat/widget
<!-- or via CDN / script tag -->
<script type="module" src="https://unpkg.com/@chat/widget"></script>
<chat-widget server="wss://your-chat-host/socket" token="..." room="..."></chat-widget>

The widget/ directory contains the default implementation. Integrators are free to build their own widget on top of the core JS client.


Architecture

┌─────────────────────────────────────────────────────────────────┐
│                         CHAT SERVICE                            │
│                                                                 │
│  WebSocket (Phoenix Channels)                                   │
│  ┌──────────────────────────────────────────────────────────┐   │
│  │  Connection Pool (Erlang processes, 1 process/connection)│   │
│  │  · Heartbeat / automatic reconnect                       │   │
│  │  · Sequence numbers per channel                          │   │
│  │  · Explicit ack (at-least-once delivery)                 │   │
│  └──────────────┬───────────────────────────────────────────┘   │
│                 │                                               │
│     ┌───────────┼───────────┐                                   │
│     ▼           ▼           ▼                                   │
│  [Room Mgr]  [Presence]  [Fan-out]                              │
│  ScyllaDB    CRDT distrib  RabbitMQ exchange                    │
│     │                         │                                 │
│     ▼                         ▼                                 │
│  [ScyllaDB]           [Offline Queue]                           │
│  message history      delivered on reconnect                    │
└─────────────────────────────────────────────────────────────────┘
         │                              │
         │ gRPC                         │ RabbitMQ events
         ▼                              ▼
  any integrating system         any integrating system

Core Components

Component Responsibility
Gateway WS Accepts connections, delegates token validation to Chat.Auth, distributes to channels. One Erlang process per connection.
Room Manager Manages channels (workspace channels, DMs, broadcast). Persists metadata and membership in ScyllaDB.
Presence Phoenix Presence CRDT — distributed without central coordination. Tracks online/offline per channel.
Fan-out Engine Publishes messages to RabbitMQ exchange. Any integrating system subscribes to its own queue.
Offline Queue Holds messages for disconnected users. Delivered in order on reconnect via sequence number.
Message Store ScyllaDB partitioned by channel_id, clustered by sequence_number. Paginated history via cursor.

Stack

Decision Choice Rationale
Runtime Elixir / Erlang OTP The BEAM is the architecture — distributed presence (CRDT), connection isolation, and fault tolerance are structural properties of the runtime.
Real-time Phoenix Channels Native multiplexing, the model that inspired the Discord Gateway.
Serialization Protobuf Versioned schema, binary, explicit contracts between client and server. proto/messages.proto is the source of truth for both Elixir and TypeScript.
Presence Phoenix Presence Distributed CRDT — no central coordinator, eventual consistency.
Message history ScyllaDB Wide-column, native time-series. Partition key: channel_id, clustering key: sequence_number. High write throughput, paginated cursor reads. Modern C++ Cassandra.
Presence & cache Redis Natural TTL for ephemeral events (typing, last_seen). Pub/sub for cross-node presence notifications.
Fan-out RabbitMQ Topic exchange for generic routing by workspace/channel. Integrators subscribe to their own queues.
Search Meilisearch Open source search engine, self-hostable, written in Rust. Async indexing via RabbitMQ consumer. ScyllaDB is the primary store — Meilisearch is the index only. (M9+)
Object storage MinIO S3-compatible, self-hostable. Stores files and media. Access via presigned URLs. Replaceable by S3, R2, Oracle Storage via Chat.Contracts.Storage behaviour.
Backend (demo) Bun + Elysia REST API serving the standalone frontend. Exists for demonstration and self-hosting — not part of the service core.
Frontend (demo) Svelte Standalone UI for demonstration and portfolio. Demonstrates the widget in use.
Widget Svelte → Web Component Default <chat-widget> implementation. Represents Model C. Integrators may build their own widget on top of the core JS client.

Repository Structure

chat/
├── core/                       # Elixir — the service
│   ├── lib/chat/
│   │   ├── core.ex             # OTP Application + root supervisor
│   │   ├── endpoint.ex         # Phoenix Endpoint (WebSocket entry point)
│   │   ├── domain/             # business logic (Phoenix Contexts)
│   │   │   ├── user/
│   │   │   │   └── socket.ex   # UserSocket — handshake, calls Auth.verify/1
│   │   │   ├── messaging/      # send/receive, sequence numbers, history
│   │   │   └── presence/       # Phoenix.Presence CRDT
│   │   └── infra/              # external adapters
│   │       ├── auth/           # Auth.Default — JWT via Joken
│   │       ├── channel_security/ # Passthrough + AESGCM
│   │       ├── database/       # ScyllaDB (Xandra)
│   │       ├── grpc/           # gRPC Admin handlers
│   │       ├── messaging/      # MessageStore, HistoryStore, AckStore
│   │       ├── queue/          # RabbitMQ connection + publisher
│   │       ├── redis/          # Sequence counter
│   │       └── storage/        # Minio — Chat.Contracts.Storage default
│   ├── config/
│   └── mix.exs
│
│
├── backend/                    # Bun + Elysia — REST API (demo)
├── frontend/                   # Svelte — standalone UI (demo)
├── widget/                     # Svelte → Web Component (distributable)
│
├── proto/
│   └── messages.proto          # source of truth: generates Elixir + TypeScript types
│
├── docs/                       # architecture document (PDF + HTML)
├── .devcontainer/              # development environment
├── docker-compose.yml
└── README.md

core/ follows Phoenix Contexts: domain/ holds business logic, infra/ holds external adapters (database, cache, queue).


Getting Started

Prerequisites

  • Docker and Docker Compose v2.20+
  • A SECRET_KEY_BASE value (generate with mix phx.gen.secret or any 64+ char random string)

Quickstart — standalone

# 1. Copy environment template
cp .env.example .env

# 2. Set the required secret
echo "SECRET_KEY_BASE=$(openssl rand -hex 64)" >> .env

# 3. Start everything
docker compose \
  --profile local-db \
  --profile local-cache \
  --profile local-queue \
  --profile demo \
  up
Service URL
Core (WebSocket) ws://localhost:4000/socket
Core (gRPC) localhost:50051
Frontend http://localhost:5173
Backend API http://localhost:3000
RabbitMQ Management http://localhost:15672

Core only (integration)

docker compose \
  --profile local-db \
  --profile local-cache \
  --profile local-queue \
  up

With external services

Set the relevant env vars and omit the corresponding local-* profiles:

SCYLLADB_URL=your-scylla-host:9042 \
REDIS_URL=redis://your-redis-host:6379 \
RABBITMQ_URL=amqp://user:pass@your-rabbit-host:5672 \
docker compose up

Configuration

All configuration is via environment variables. Copy .env.example to .env before running.

Core (core/)

Variable Required Default Description
SECRET_KEY_BASE Yes Phoenix secret key. Generate with mix phx.gen.secret.
SCYLLADB_URL No scylladb:9042 ScyllaDB connection. Omit local-db profile if set externally.
REDIS_URL No redis://redis:6379 Redis connection. Omit local-cache profile if set externally.
RABBITMQ_URL No amqp://chat:chat@rabbitmq:5672 RabbitMQ connection. Omit local-queue profile if set externally.
MINIO_HOST No minio MinIO/S3 host.
MINIO_PORT No 9000 MinIO/S3 port.
MINIO_ACCESS_KEY No chatadmin MinIO/S3 access key.
MINIO_SECRET_KEY No changeme MinIO/S3 secret key. Change in production.
MINIO_BUCKET No chat Bucket name for file storage.
MEILISEARCH_URL No (empty) Enables search feature when set. Requires search profile or external instance.
MEILISEARCH_KEY No (empty) Meilisearch master key.

Demo services

Variable Default Description
CORE_URL http://core:4000 Backend → Core HTTP URL.
PUBLIC_CORE_WS_URL ws://localhost:4000/socket Frontend → Core WebSocket URL.
PUBLIC_BACKEND_URL http://localhost:3000 Frontend → Backend API URL.

Infrastructure (local profiles)

Variable Default Description
RABBITMQ_USER chat Local RabbitMQ user.
RABBITMQ_PASS chat Local RabbitMQ password.
MEILI_MASTER_KEY changeme Local Meilisearch master key. Change in production.
MINIO_ROOT_USER chatadmin Local MinIO root user.
MINIO_ROOT_PASSWORD changeme Local MinIO root password. Change in production.

Docker Compose Profiles

Profiles are named by feature, not by technology.

Profile Starts When to use
local-db ScyllaDB No external ScyllaDB configured
local-cache Redis No external Redis configured
local-queue RabbitMQ No external broker configured
search Meilisearch Search feature enabled (M9+)
storage MinIO Media feature enabled
demo backend + frontend Standalone deployment / portfolio

core always starts regardless of profiles.


Integration Contracts

Authentication

The service delegates token validation to the integrator via the Chat.Auth behaviour.

defmodule Chat.Contracts.Auth do
  @callback verify(token :: String.t()) ::
    {:ok, %{user_id: String.t(), room_ids: [String.t()]}} | {:error, term()}
end

The default implementation validates JWT tokens signed with SECRET_KEY_BASE. The token must carry:

  • sub — the user identifier
  • room_ids — list of room identifiers the user is allowed to join

The service enforces room_ids at join time — a connection attempt to a room not listed in the token is rejected with unauthorized. Issuing tokens with the correct room_ids is the integrator's responsibility.

To use a different auth mechanism, implement the behaviour and configure it:

# config/config.exs
config :core, auth: MyApp.CustomAuth

User profiles, display names, and avatars are the integrator's responsibility — the service only receives user_id and room_ids from verify/1.

Channel Security

By default all payload encryption is handled at the transport layer (TLS). For deployments that need end-to-end encryption at the application layer, the service exposes a pluggable Chat.Contracts.ChannelSecurity behaviour.

defmodule Chat.Contracts.ChannelSecurity do
  @callback encode(payload :: binary(), assigns :: map()) :: binary()
  @callback decode(payload :: binary(), assigns :: map()) :: {:ok, binary()} | {:error, term()}
  @callback derive_session_key(client_pub_key :: binary()) ::
              {server_pub_key :: binary(), session_key :: binary()}
end

Built-in implementations:

Module Description
Chat.Infra.ChannelSecurity.Passthrough Default — no-op, relies on TLS
Chat.Infra.ChannelSecurity.AESGCM AES-256-GCM payload encryption with ECDH (X25519) key exchange

ECDH handshake (AESGCM):

  1. Client generates an X25519 key pair, sends client_pub_key (Base64) alongside token in the WebSocket connect params.
  2. Server runs ECDH, derives a 32-byte session key (SHA-256 of the shared secret), and returns server_pub_key (Base64) in the join reply.
  3. All subsequent Envelope frames are encrypted — nonce (12 bytes) + auth tag (16 bytes) prepended to the ciphertext.

To enable:

# config/config.exs
config :core, :channel_security, Chat.Infra.ChannelSecurity.AESGCM

To use a custom implementation:

config :core, :channel_security, MyApp.CustomChannelSecurity

Object Storage

The service delegates presigned URL generation to the Chat.Contracts.Storage behaviour.

defmodule Chat.Contracts.Storage do
  @callback presign_upload(file_key :: String.t(), opts :: keyword()) ::
              {:ok, %{upload_url: String.t(), file_key: String.t()}} | {:error, term()}
  @callback presign_download(file_key :: String.t(), opts :: keyword()) ::
              {:ok, String.t()} | {:error, term()}
end

The default implementation uses MinIO (S3-compatible). Files are never proxied through the service — clients upload/download directly from object storage via presigned URLs.

HTTP endpoints (Bearer token required):

Method Path Description
POST /upload/presign Returns { upload_url, file_key } for a direct PUT to MinIO
GET /files/presign?file_key=<key> Returns a presigned download URL

After uploading, the client sends a SendFile WebSocket message to persist the file reference and broadcast FileDelivered to all room members.

To use S3, R2, Oracle Storage or any other provider, implement the behaviour and configure it:

config :core, :storage_module, MyApp.S3Storage

Storage Adapters

The service delegates all persistence to pluggable store contracts. Each store has a default implementation included in the image — replace any of them by implementing the corresponding behaviour and setting it in config.

Message store (ScyllaDB by default)

defmodule Chat.Contracts.MessageStore do
  @callback insert(room_id :: String.t(), sender_id :: String.t(), content :: binary()) ::
              {:ok, sequence_number :: integer()} | {:error, term()}

  @callback insert_file(room_id :: String.t(), sender_id :: String.t(), file_key :: String.t(),
              filename :: String.t(), content_type :: String.t(), size :: integer()) ::
              {:ok, sequence_number :: integer()} | {:error, term()}
end

History store (ScyllaDB by default)

defmodule Chat.Contracts.HistoryStore do
  @callback get(room_id :: String.t(), after_sequence :: integer(), limit :: integer()) ::
              {:ok, list(map())} | {:error, term()}
end

Reaction store (ScyllaDB by default)

defmodule Chat.Contracts.ReactionStore do
  @callback upsert(room_id :: String.t(), sequence_number :: integer(),
              user_id :: String.t(), emoji :: String.t()) :: :ok | {:error, term()}

  @callback delete(room_id :: String.t(), sequence_number :: integer(),
              user_id :: String.t()) :: :ok | {:error, term()}
end

Thread store (ScyllaDB by default)

defmodule Chat.Contracts.ThreadStore do
  @callback insert_reply(room_id :: String.t(), parent_sequence_number :: integer(),
              sender_id :: String.t(), content :: binary()) ::
              {:ok, sequence_number :: integer()} | {:error, term()}

  @callback count_replies(room_id :: String.t(), parent_sequence_number :: integer()) ::
              {:ok, integer()} | {:error, term()}
end

Ack store (Redis by default)

defmodule Chat.Contracts.AckStore do
  @callback confirm(user_id :: String.t(), room_id :: String.t(), sequence_number :: integer()) ::
              :ok | {:error, term()}

  @callback last_ack(user_id :: String.t(), room_id :: String.t()) ::
              {:ok, integer()} | {:error, term()}
end

Read store (Redis by default)

defmodule Chat.Contracts.ReadStore do
  @callback mark_read(user_id :: String.t(), room_id :: String.t(), sequence_number :: integer()) ::
              :ok | {:error, term()}

  @callback last_read(user_id :: String.t(), room_id :: String.t()) ::
              {:ok, integer()} | {:error, term()}
end

Default implementations

Contract Default Backend
Chat.Contracts.MessageStore Chat.Infra.Scylla.MessageStore ScyllaDB
Chat.Contracts.HistoryStore Chat.Infra.Scylla.HistoryStore ScyllaDB
Chat.Contracts.ReactionStore Chat.Infra.Scylla.ReactionStore ScyllaDB
Chat.Contracts.ThreadStore Chat.Infra.Scylla.ThreadStore ScyllaDB
Chat.Contracts.AckStore Chat.Infra.Redis.AckStore Redis
Chat.Contracts.ReadStore Chat.Infra.Redis.ReadStore Redis

Using a custom backend

Implement the relevant behaviours in your own package, then configure them:

# config/config.exs (or runtime.exs)
config :core, message_store: MyApp.DynamoMessageStore
config :core, history_store: MyApp.DynamoHistoryStore
config :core, reaction_store: MyApp.DynamoReactionStore
config :core, thread_store: MyApp.DynamoThreadStore
config :core, ack_store: MyApp.PostgresAckStore
config :core, read_store: MyApp.PostgresReadStore

You may replace any subset — for example, keep the ScyllaDB stores and only swap the Redis stores for a Postgres implementation. Each contract is independent.

Note on sequence numbers: MessageStore and ThreadStore implementations are responsible for generating monotonically increasing sequence_number values internally. The default ScyllaDB implementation uses Redis INCR for this. Alternative implementations should use the atomic counter mechanism native to their backend (e.g. PostgreSQL sequences, DynamoDB atomic counters).


Message Broker

If your system already runs a RabbitMQ instance, point the service to it via RABBITMQ_URL. No code changes are required — the service connects to whichever broker is configured.

RABBITMQ_URL=amqp://user:pass@your-broker:5672

Omit the local-queue profile when using an external broker.

RabbitMQ Events

The service publishes domain events to a RabbitMQ topic exchange. Any integrating system subscribes to its own queue — the service has no knowledge of consumers.

Published by the service:

Exchange Routing Key Payload
chat.events message.sent room_id, sender_id, sequence_number, content, inserted_at
chat.events presence.changed room_id, user_id, status (online/offline)
chat.events push.notify room_id, sender_id, sequence_number, inserted_at — fired on every new message, reply, or file; the integrator decides who to notify and via which channel (FCM, APNs, Web Push)

Routing keys follow the pattern <object>.<verb>, allowing consumers to bind selectively (e.g. message.* for all message events, # for everything).

gRPC Admin API

Exposed on port 50051. The service does not manage room lifecycle — room creation and membership are the integrator's responsibility (enforced via JWT room_ids). The Admin API covers operational access: reading history and injecting system messages.

service ChatAdmin {
  rpc GetHistory    (HistoryRequest)       returns (stream HistoryMessage);
  rpc SendSystemMsg (SystemMessageRequest) returns (SystemAck);
}

Message Protocol (Protobuf)

Messages are transmitted as Protobuf over WebSocket. The proto/messages.proto file is the source of truth — it generates types for both Elixir (via protoc-gen-elixir) and TypeScript (via protoc-gen-es).

All frames are wrapped in an Envelope with a oneof payload:

message Envelope {
  oneof payload {
    Ping             ping             = 1;
    Pong             pong             = 2;
    SendMessage      send_message     = 3;
    MessageDelivered message_delivered = 4;
    Ack              ack              = 5;
    TypingEvent      typing_event     = 6;
    PresenceState    presence_state   = 7;
    SendFile         send_file        = 8;
    FileDelivered    file_delivered   = 9;
    AddReaction      add_reaction     = 10;
    RemoveReaction   remove_reaction  = 11;
    ReactionUpdate   reaction_update  = 12;
    ReadReceipt      read_receipt     = 13;
    ReadUpdate       read_update      = 14;
    SendReply        send_reply       = 15;
    ReplyDelivered   reply_delivered  = 16;
    ThreadUpdate     thread_update    = 17;
  }
}

Client → Server:

Message Description
Ping Heartbeat — server replies with Pong
SendMessage Send a text message to a room (room_id, content)
SendFile Send a file reference to a room (room_id, file_key, filename, content_type, size)
Ack Confirm delivery of a message (room_id, sequence_number)
TypingEvent Typing indicator (room_id, is_typing) — server injects user_id before broadcasting
AddReaction Add an emoji reaction to a message (room_id, sequence_number, emoji)
RemoveReaction Remove an emoji reaction from a message (room_id, sequence_number)
ReadReceipt Mark messages as read up to sequence_number (room_id, sequence_number)
SendReply Send a reply in a message thread (room_id, parent_sequence_number, content)

Server → Client:

Message Description
Pong Heartbeat reply
MessageDelivered Text message confirmed and stored (room_id, sequence_number, sender_id, content, inserted_at)
FileDelivered File message confirmed and stored (room_id, sequence_number, sender_id, file_key, filename, content_type, size, inserted_at)
PresenceState Current online users in the room (user_ids) — pushed on join and on every presence change
TypingEvent Typing indicator broadcast with user_id injected by the server
ReactionUpdate Reaction change broadcast (room_id, sequence_number, user_id, emoji, removed)
ReadUpdate Read receipt broadcast (room_id, user_id, sequence_number)
ReplyDelivered Reply confirmed and stored (room_id, parent_sequence_number, sequence_number, sender_id, content, inserted_at)
ThreadUpdate Thread reply count updated (room_id, parent_sequence_number, reply_count)

Delivery guarantee: MessageDelivered carries a monotonically increasing sequence_number per room. On reconnect, the client joins with last_sequence and the server replays all missed messages before resuming the live stream. The last acknowledged sequence_number is also persisted server-side (via Ack) so replay works even without client state.


Development

A Dev Container configuration is provided at .devcontainer/. It includes Elixir 1.17, Bun, protoc, protoc-gen-elixir, and protoc-gen-es.

Compatible with any editor that supports the Dev Container spec. With the CLI:

# Install the CLI
npm install -g @devcontainers/cli

# Start the container
devcontainer up --workspace-folder .

# Open a shell
devcontainer exec --workspace-folder . bash

Generating Protobuf types

Run from the repo root inside the devcontainer:

# Elixir
protoc --elixir_out=./core/lib/chat_core/proto proto/messages.proto

# TypeScript (frontend + widget)
protoc --es_out=./frontend/src/proto proto/messages.proto
protoc --es_out=./widget/src/proto proto/messages.proto

Testing

Backend (core/)

cd core
mix test                  # unit tests only (no infra required)
mix test.integration      # starts Docker infra, runs all tests, tears down
mix coveralls             # coverage report (minimum threshold: 80%)
mix credo                 # static analysis
mix dialyzer              # type checking

mix test excludes :integration and :no_broker tags by default — no infrastructure needed. mix test.integration spins up the test containers defined in docker-compose.test.yml, runs the full suite including integration tests, and tears down after.

Tool Purpose
ExUnit Test framework
Phoenix.ChannelCase Channel lifecycle testing (connect, join, push, assert_reply, disconnect)
Mox Mocks with explicit behaviour contracts
ExMachina Test data factories
StreamData Property-based testing — sequence numbers and delivery guarantee invariants
Credo Static analysis, style, code smells
Dialyxir Type checking via Dialyzer
ExCoveralls Coverage reports — minimum threshold: 80%

Frontend & Backend JS

cd frontend   # or backend, widget
bun test      # unit tests (Vitest)
bun run e2e   # end-to-end (Playwright)

CI

GitHub Actions runs on every pull request. CodeClimate aggregates coverage and quality gates — a PR is blocked if coverage drops below 80%.


CI/CD

A single workflow (.github/workflows/ci.yml) with path-based job filtering. Each job only runs when its relevant paths change — no redundant builds.

push / pull_request
        │
        ▼
  detect-changes          ← dorny/paths-filter
  ┌─────┬──────┬────────┬──────────┐
  │     │      │        │          │
  ▼     ▼      ▼        ▼          ▼
core  backend frontend widget   proto
  │                       │
  └───────────────────────┘
    both rebuild when proto/ changes

On pull request

Job Triggered when Steps
core core/** or proto/** test, credo, dialyzer, coverage gate
backend backend/** test, type check
frontend frontend/** test, build
widget widget/** or proto/** test, build

On release tag (v*)

tag pushed
    │
    ├── build core image → push to GHCR (ghcr.io/your-username/chat-core)
    │                    → mirror to Docker Hub (optional, via secret)
    │
    └── build widget → publish to npm (@chat/widget)

The proto/messages.proto dependency is explicit: changes to the protocol trigger rebuilds of both core and widget — ensuring the published image and the published package are always in sync.

Secrets required

Secret Purpose
GHCR_TOKEN GitHub token with write:packages — pushes core image to GHCR
NPM_TOKEN npm publish token — publishes @chat/widget
DOCKERHUB_USERNAME / DOCKERHUB_TOKEN Optional — mirrors core image to Docker Hub
CC_TEST_REPORTER_ID CodeClimate reporter ID for coverage upload

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