Python Version

Use Python Interpreter 3.12.9 at most in order to use pmdarima

Connection to Database

1. Credentials are secure, you can hook up your own database if wanted
2. when using ours, vpn connection to UOL must be established

Inserting Data

1. Uncomment Instructions in data_inserter.py
2. Fill files/smartmeterdata with json files
3. start data_inserter.py to create (hyper)tables and insert data

Flask Service

1. Start app.py
2. Use defined endpoints
3. Make sure .env is defined

Environment Variables

Add these variables to your .env (located in root) in order to start the service. You need to connect your own postgresql database.

ALLOW_DUPLICATE_MODELS=False

DEVICE_PREFIX=urn:ngsi-ld:Device:

FILE_PATH_TRAINED_MODELS=files/trained_models

FILE_PATH_EXAMPLE_DATA=files/smartmeterdata/

FILE_PATH_RESULTS=files/results/

EXAMPLE_META_DATA=example_pm_meta.json

EXAMPLE_DATA=example_pm_measurements.json

DATETIME_STANDARD_FORMAT="%d.%m.%y %H:%M"

DB= name-of-your-db

USER= name-of-your-user

PW= your-pw

HOST= your-host

PORT= your-port

DWD_API_V1=https://wisdom-demo.uol.de/api/dwd/v1

WEATHER_STATION=/00691