A package holding microservices to create video from compiled weather image data
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Roots Weather Project v2
RootsWeatherProjectv2 is a Python package that contains pipeline microservices designed to create and upload videos (h.264) from compiled NOAA GOES image data.
Project Youtube Link : https://www.youtube.com/@rweather
Services
- Manager API: Uvicorn wrapped FastAPI server for managing video creation jobs state. [ Supported state backend: Redis ]
- Image Resolver: Resolves NOAA GOES image urls for a provided region and image resolution
- Image Grabber: Fetches the resolved image urls and stores in the shared file storage.
- Video Maker: FFMpeg runner to encode the images into video (h.264 + AAC). [ Encoding Resolutions - 1920x1080, 1080x1920]
- Video Uploader: Uploads encoded video to the host service (Youtube is currently the only supported hosting service)
Installation
The project can be installed using pip:
$ pip install RootsWeatherProject
Example Architectures
Local K3S on Raspberry PI
Google Cloud Platform
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