td-forecasting

Forecasting with TDengine

Prerequisite

Install TDengine

Please download TDengine official installation package from the official website or build it from the source code then install TDengine to your system.

Install Python3 pip to install required packages

python -m pip install -r requirements.txt

Usage

Mock data

python mockdata.py [--devices NUM_OF_DEVICES]

Forecasting and show the result

python forecast.py

[WIP] Forecasting and show the result on console

python forecast.py --plotext

Forecasting and dump to file

python forecast.py --dump forecast-result.png

Command line argument list

usage: forecast.py [-h] [--dump DUMP] [--plotext]

Forecast power consumption program

options: -h, --help show this help message and exit --dump DUMP dump forecast picture to file --plotext plot forecast picture in console mode