Video Streaming Dashboard

This is a Next.js project built over Tinybird project.

https://tinybirdco.github.io/video-streaming-dashboard/

Getting Started

1. Create a Python virtual environment:

python3 -m venv .video-streaming-dashboard-env
source .video-streaming-dashboard-env/bin/activate

2. Install all dependencies:

pip install -r requirements.txt

curl -o- https://raw.githubusercontent.com/nvm-sh/nvm/v0.39.3/install.sh | bash
nvm install 18.17.0
nvm use 18.17.0
npm install -g npm@latest
npm install -g [email protected]
pnpm install

3. Start the Tinybird project:

tb auth --token your_token
tb init --folder tinybird

Tinybird Project

The structure of this Tinybird project is as follows:

tinybird
├── datasources
│   └── video_events.datasource
└── pipes
    ├── get_events_by_date.pipe
    ├── get_events_by_platform.pipe
    ├── get_last_events.pipe
    └── get_total_events.pipe

All endpoints are fed by the video_events data source. This has an APPEND only TOKEN and the endpoints shared the same READ only TOKEN.

Start streaming data with Mockingbird

In the data-generator folder there is a Mockingbird schema that you could use in Mockingbird to start streaming data into video_events:

```json { "timestamp": { "type": "mockingbird.timestampNow" }, "event_id": { "type": "string.uuid" }, "user_id": { "type": "number.int", "params": [ { "min": 100000, "max": 999999 } ] }, "platform": { "type": "mockingbird.pickWeighted", "params": [ { "values": [ "Web", "Mobile", "SmartTV", "Tablet" ], "weights": [ 50, 30, 10, 10 ] } ] }, "video_id": { "type": "number.int", "params": [ { "min": 5000, "max": 10000 } ] }, "subscription": { "type": "mockingbird.pickWeighted", "params": [ { "values": [ "Free", "Basic", "Premium", "VIP" ], "weights": [ 60, 20, 15, 5 ] } ] }, "watch_duration": { "type": "number.float", "params": [ { "min": 1.0, "max": 180.0 } ] }, "utm_source": { "type": "mockingbird.pickWeighted", "params": [ { "values": [ "email", "social_media", "ads", "direct" ], "weights": [ 20, 50, 25, 5 ] } ] } } ```

As a result you will get an ndjson file like with lines like this:

{
"timestamp":"2024-06-26T09:19:04.630Z",
"event_id":"0f198e92-b53e-4905-a82a-4b1a5f2a3bf7",
"user_id":600632,"platform":"Web","video_id":6012,
"subscription":"Basic",
"watch_duration":111.85545799834654,
"utm_source":"social_media"
}

Launch Nextjs app

First, create a .env (you can use .env.local as template) file in the root of the project and add the following:

NEXT_PUBLIC_DASHBOARD_TOKEN=your_token

Then, run the development server:

pnpm dev

Open http://localhost:3000 with your browser to see the result