stages:
  download:
    cmd: bash create-dataset.sh 10000
    deps:
      - create-dataset.sh
    outs:
      - data/car_prices.csv
      - data/car_prices_test.csv
      - data/car_prices_dev.csv
      - data/car_prices_train.csv

  train:
    cmd: python model.py
    deps:
      - model.py
      - data/car_prices_train.csv
    outs:
      - car_prices_predict_model.h5

  predict:
    cmd: python predict.py
    deps:
      - predict.py
      - data/car_prices_test.csv
      - car_prices_predict_model.h5
    outs:
      - predicted_selling_prices.csv