Backend 🎛️

The service is responsible for orchestrating all requests to the backend. It behaves like an ordinary API-gateway.

Requirements

• Python ≥ 3.10
• All packages from requirements.txt

Development

Local

Install dependencies from requirements.txt

Start the service:

uvicorn main:app --reload

Docker

We provide a docker-compose in the root directory of ADEPT to start all services bundled together.

Available endpoints

	path	description
GET	/	Returns the routes available through the API
GET	/buildings	Returns a list of buildings
GET	/buildings/{building}/sensors	Returns a list of sensors of a specified building
GET	/buildings/{building}/sensors/{sensor}	Returns the dataframe of a specified sensor
GET	/buildings/{building}/timestamps	Returns a dataframe of the data-timeframe of a specified building
GET	/algorithms	Returns a list of the available anomaly detection algorithms
GET	/calculate/anomalies	Calculates anomalies to given buildings (or dataframe) using the selected algorithm
GET	/calculate/prototypes	Get the prototypes for a selected anomaly
GET	/calculate/feature-attribution	Get the attribution of features for a selected anomaly

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