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Video transcoder system

Introduction

The video transcoder system is a distributed system that allows users to upload videos and transcode them to different formats. One video will generate following artifacts:

  • Original video
  • Encoded videos in different formats with HLS playlist(1080p, 720p, 480p, 360p)
  • Preview videos for each format (first 4 seconds)
  • Master HLS playlist
  • Thumbnails image - grid of images from the video taken every 10 seconds

Technologies

  • Node.js
  • Typescript
  • RabbitMQ
  • Redis
  • S3
  • FFmpeg

Transcoding process

  1. User uploads a video
  2. API service uploads the video to S3
  3. Downloader service downloads the video from S3 to shared filesystem storage
  4. Encoding director service decides the encoding profiles for the video
  5. Encoder service encodes the video to the desired formats
  6. Uploader service uploads the video artifacts to S3
  7. Playlist sticher service creates a master playlist for the encoded videos

All services communicate with each other via RabbitMQ.

Architecture

flowchart TB
  API[API Service]:::service
  DOWNLOADER[Downloader Service]:::service
  ENCODING_DIRECTOR[Encoding Director Service]:::service
  ENCODER[Encoder Service]:::service
  UPLOADER[Uploader Service]:::service
  PLAYLIST_STICHER[Playlist Sticher Service]:::service

  USERS[Users]:::external
  RABBITMQ[RabbitMQ]:::external
  S3[S3 Storage]:::external

  REDIS[Redis]:::db

  USERS -->|send video| API
  USERS -->|get progress| API
  USERS -->|get artifacts| API
  API -->|video upload| S3
  API -->|done| RABBITMQ
  API -->|get progress| REDIS

  RABBITMQ -->|url to download| DOWNLOADER
  DOWNLOADER -->|video download| S3
  DOWNLOADER -->|done| RABBITMQ

  RABBITMQ -->|video id| ENCODING_DIRECTOR
  ENCODING_DIRECTOR -->|video encoding spec| RABBITMQ

  RABBITMQ -->|video path with encoding spec| ENCODER
  ENCODER -->|save progress| REDIS
  ENCODER -->|done| RABBITMQ

  RABBITMQ -->|encoded file path| UPLOADER
  UPLOADER -->|file upload| S3
  UPLOADER -->|done| RABBITMQ

  RABBITMQ -->|encoding id| PLAYLIST_STICHER
  PLAYLIST_STICHER -->|master playlist upload| S3

  classDef db color:#fff,fill:#ff9655,stroke:#ffa764,stroke-width:2px;
  classDef external color:#fff,fill:#9b84d0,stroke:#9676d7,stroke-width:2px;
  classDef service color:#fff,fill:#3b5dae,stroke:#97a9d3,stroke-width:2px;
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RabbitMQ Architecture

flowchart LR
  API[API Service]:::service
  DOWNLOADER[Downloader Service]:::service
  ENCODING_DIRECTOR[Encoding Director Service]:::service
  ENCODER[Encoder Service]:::service
  UPLOADER[Uploader Service]:::service
  PLAYLIST_STICHER[Playlist Sticher Service]:::service

  INGESTED_VIDEOS[ingested-videos queue]:::queue
  DOWNLOADED_VIDEOS[downloaded-videos queue]:::queue
  ENCODING_REQUESTS[encoding-requests queue]:::queue
  ENCODED_VIDEOS[encoded-videos queue]:::queue
  UPLOADED_ARTIFACTS[uploaded-artifacts queue]:::queue

  EXCHANGE[transcoder exchange]:::exchange

  API -->|video.ingested| EXCHANGE
  EXCHANGE --> INGESTED_VIDEOS
  INGESTED_VIDEOS --> DOWNLOADER

  DOWNLOADER -->|video.downloaded| EXCHANGE
  EXCHANGE --> DOWNLOADED_VIDEOS
  DOWNLOADED_VIDEOS --> ENCODING_DIRECTOR

  ENCODING_DIRECTOR -->|video.encoding.requested| EXCHANGE
  EXCHANGE --> ENCODING_REQUESTS
  ENCODING_REQUESTS --> ENCODER
  
  ENCODER -->|video.encoded| EXCHANGE
  EXCHANGE --> ENCODED_VIDEOS
  ENCODED_VIDEOS --> UPLOADER

  UPLOADER -->|video.artifact.uploaded| EXCHANGE
  EXCHANGE --> UPLOADED_ARTIFACTS
  UPLOADED_ARTIFACTS --> PLAYLIST_STICHER

  classDef queue color:#fff,fill:#ff9655,stroke:#ffa764,stroke-width:2px;
  classDef exchange color:#fff,fill:#9b84d0,stroke:#9676d7,stroke-width:2px;
  classDef service color:#fff,fill:#3b5dae,stroke:#97a9d3,stroke-width:2px;
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Services

API Service

  • Accepts a video from a user by HTTP
  • Uploads a video to S3
  • Sends a message with video id and download to RabbitMQ
  • Checks the encoding progress in Redis
  • Checks the encoding artifacts in S3

Downloader Service

  • Consumes messages with video URL to download from RabbitMQ
  • Downloads a video from S3 and saves it to the shared volume
  • Sends a downloading done message to RabbitMQ

Encoding Director Service

  • Consumes messages with video id from RabbitMQ
  • Decides the encoding profile for the video
  • Sends encoding request messages to RabbitMQ (one for each encoding profile)

Encoder Service

  • Consumes messages with encoding format and video path from RabbitMQ
  • Encodes a video to the desired format
  • Saves the encoding progress to Redis
  • Sends an encoding done message to RabbitMQ

Uploader Service

  • Consumes messages about downloading done from RabbitMQ
  • Uploads encoding artifacts from shared volume to S3
  • Sends an uploading done message to RabbitMQ

Playlist Sticher Service

  • Consumes messages with encoding id from RabbitMQ
  • Creates a master playlist for the encoded videos
  • Uploads the master playlist to S3