xesn.Driver.overwrite_config

Driver.overwrite_config(new_config)

Overwrite specific parameters with the values in the nested dict new_config.

Parameters:

new_config (dict) – nested dictionary with values to overwrite object’s parameters with

Sets Attribute:

config (dict): with the nested dictionary based on the input config file

Example

>>> driver = Driver("config.yaml")
>>> print(driver.config)
{'xdata': {'dimensions': ['x', 'time'],
 'zstore_path': 'lorenz96-12d.zarr', ...},
 'esn': {'n_input': 12,
 'n_output': 12,
 'n_reservoir': 1000, ...}}
>>> new_config = {'esn':{'n_reservoir':2000}, 'xdata': {'zstore_path': 'new_data.zarr'}}
>>>
>>> driver.overwrite_params(new_config)
>>> print(driver.config)
{'xdata': {'dimensions': ['x', 'time'],
 'zstore_path': 'new_data.zarr', ...},
 'esn': {'n_input': 12,
 'n_output': 12,
 'n_reservoir': 2000, ...}}