etioro / model-server Goto Github PK

To start install required packages with

pip install -r requirements.txt

or first create and activate virtual environment

• On macOS and Linux:

    python3 -m venv env
    source env/bin/activate
    pip install -r requirements.txt
  

• On Windows:

    py -m venv env
    .\env\Scripts\activate
    pip install -r requirements.txt
  

Go to root of the repo and run (or configure corresponding env. vars)

Windows:

set PYTHONPATH=%PYTHONPATH%;.

Linux:

export PYTHONPATH="${PYTHONPATH}:."

To get commandline help:

python ai4good/runner/console_runner.py -h

Example execution (default camp is used):

python ai4good/runner/console_runner.py --profile custom --save_plots --save_report

CSV Report is saved in fs/reports, plots are in fs/figs, model result cache in fs/model_results.

Parameters are in fs/params + profile configuration in code right now, but to move to some kind of database in the future.

Webapp can be started from PyCharm by running server.py main method or from terminal:

waitress-serve --port 8050 --host 0.0.0.0 ai4good.webapp.server:flask_app

First add azure remote

git remote add azure https://ai4good-sim2.scm.azurewebsites.net:443/ai4good-sim2.git

Note down deployment credentials from Deployment Center/Deployment Credentials on Azure portal for AI4Good-Sim2 app service.

Now just do

git push azure master

enter credentials when prompted.