import sys

import pathfinder

import utils

from configuration import config, set_configuration

from utils_plots import plot_learning_curves

if len(sys.argv) < 2:

    sys.exit("Usage: plot.py <config_dir>, <configuration_name>")

config_dir = sys.argv[1]

config_name = sys.argv[2]

set_configuration(config_dir, config_name)

# metadata

metadata_dir = utils.get_dir_path('models', pathfinder.METADATA_PATH)

metadata_path = utils.find_model_metadata(metadata_dir, config_name)

metadata = utils.load_pkl(metadata_path)

expid = metadata['experiment_id']

analysis_dir = utils.get_dir_path('analysis', pathfinder.METADATA_PATH)

plot_learning_curves(metadata['losses_eval_train'], metadata['losses_eval_valid'], expid, analysis_dir)