/clickcat-machine-learning

Primary LanguagePython

This is backend for ClickCat Machine Learning.

  1. Install PIP requirements

    Python3.6+ is necessary.

    pip install -r requirements.txt

  2. Running API

    python ts_api.py <port>

  3. Endpoints

    /list (POST)

    {
    "conn_host":"192.168.3.243",
    "conn_database":"default",
    "conn_user":"default",
    "conn_password":"123456"
}

    /train (POST)

    {
    "database":"default",
    "table":"hb_kako_vehicle_recognition",
    "time_field":"shotTime",
    "start_time":"2022-03-01 00:00:00",
    "end_time":"2022-04-01 00:00:00",
    "time_interval":"1 day",
    "job_name":"hb_kako_vehicle_recognition_predict",
    "conn_host":"192.168.3.243",
    "conn_database":"default",
    "conn_user":"default",
    "conn_password":"123456"
}

    /delete (POST)

    {
    "job_id":"010defe2-a0d8-4acb-aa13-10d6e2cfbb87",
    "conn_host":"192.168.3.243",
    "conn_database":"default",
    "conn_user":"default",
    "conn_password":"123456",
    "model_path":"model/hb_kako_vehicle_recognition_predict_ts_model.pkl"
}

    /back_testing (POST)

    {
    "database":"default",
    "table":"hb_kako_vehicle_recognition",
    "time_field":"shotTime",
    "start_time":"2022-03-01 00:00:00",
    "end_time":"2022-04-01 00:00:00",
    "time_interval":"1 day",
    "job_name":"hb_kako_vehicle_recognition_predict",
    "conn_host":"192.168.3.243",
    "conn_database":"default",
    "conn_user":"default",
    "conn_password":"123456",
    "model_path":"model/hb_kako_vehicle_recognition_predict_ts_model.pkl"
}

    /predict (POST)

    {
    "model_path":"model/hb_kako_vehicle_recognition_predict_ts_model.pkl"
    "steps":"1",
}