ProphetGears

Run

Install requirements

pip3 install -r requirements.txt

Build and run docker

docker build --tag redislabs/prophetgears:edge .
docker run -p 6379:6379 -it --rm redislabs/prophetgears:edge

Load raw data into RedisTimeSeries

python3 load.py 

Run RedisGears to produce predictions

gears-cli run --requirements ./predict_requirements.txt predict.py

Present results on RedisInsight

Install and run RedisInsight (Docs) and enter http://127.0.0.1:8001/

Add Redis instance using IP 127.0.0.1 and port 6379 and click the database.

From the sidebar choose RedisTimeSeries.

To see the original data enter query TS.RANGE test - +.

To see original data and predictions enter query TS.MRANGE - + FILTER source=test.