#!/usr/bin/env python
# coding: utf-8

# # Anyfig Online Demo
# 
# This notebook will allow you to play around with Anyfig directly in your browser, no installation required!
# 
# For more information about Anyfig, check out our website [https://anyfig.now.sh/](https://anyfig.now.sh/)

# ### Defining Config Classes

# In[1]:


import anyfig
from pathlib import Path
import time
anyfig.unregister_config_classes() # Needed for notebooks

@anyfig.config_class  # Registers the class with anyfig
class MyConfig():
    def __init__(self):
        # Config-parameters goes as attributes
        self.experiment_note = 'Changed stuff'
        self.save_directory = Path('output')
        self.start_time = time.time()
        
        self.inner_config = InnerConfig()
        
@anyfig.config_class        
class InnerConfig():
    def __init__(self):
        self.inception = "Yo Dawg"


# ### Initialize the Config
# Anyfig supports command line input but it doesn't work in notebooks. Luckily a dict can be used to simulate the behaviour.

# In[2]:


cli_args = {} # No input parameters
config = anyfig.init_config(default_config=MyConfig, cli_args=cli_args)
print('Without command line input:', config, sep='\n')

# Input parameters of string type
cli_args = {
  'experiment_note': 'new note',
  'save_directory': 'string-becomes-path',
  'inner_config.inception': 'nested-input-support'
}
config = anyfig.init_config(default_config=MyConfig, cli_args=cli_args)
print('\nWith command line input:', config, sep='\n')