dml_util

DaggerML utilities.

dml_util.dict_product(d)

Given a dictionary of lists, yield all possible combinations of the lists. Good for grid searches.

Parameters:

d (dict) – A dictionary where the keys are strings and the values are lists. The keys represent the names of the parameters, and the values are the possible values for those parameters.

Yields:

dict – A dictionary representing a single combination of parameter values. The keys are the same as the input dictionary, and the values are the corresponding values from the input lists.

Examples

>>> d = {'a': [1, 2], 'b': ['x', 'y']}
>>> for combination in dict_product(d):
...     print(combination)
{'a': 1, 'b': 'x'}
{'a': 1, 'b': 'y'}
{'a': 2, 'b': 'x'}
{'a': 2, 'b': 'y'}

dml_util.tree_map(predicate, fn, item)

Modules

adapters	Adapter implementations for DaggerML utilities.
aws	AWS utilities.
core
dags
funk
lib
runners	Runner implementations for DaggerML utilities.
wrapper