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Factory deep init injections (#277)
* Add factory deep context providing * Add example * Add test
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examples/providers/factory_deep_init_injections.py
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48
examples/providers/factory_deep_init_injections.py
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"""`Factory` providers deep init injections example."""
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from dependency_injector import providers
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class Regularizer:
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def __init__(self, alpha):
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self.alpha = alpha
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class Loss:
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def __init__(self, regularizer):
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self.regularizer = regularizer
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class ClassificationTask:
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def __init__(self, loss):
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self.loss = loss
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class Algorithm:
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def __init__(self, task):
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self.task = task
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algorithm_factory = providers.Factory(
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Algorithm,
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task=providers.Factory(
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ClassificationTask,
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loss=providers.Factory(
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Loss,
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regularizer=providers.Factory(
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Regularizer,
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),
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),
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),
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)
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if __name__ == '__main__':
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algorithm_1 = algorithm_factory(task__loss__regularizer__alpha=0.5)
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assert algorithm_1.task.loss.regularizer.alpha == 0.5
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algorithm_2 = algorithm_factory(task__loss__regularizer__alpha=0.7)
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assert algorithm_2.task.loss.regularizer.alpha == 0.7
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algorithm_3 = algorithm_factory(task__loss__regularizer=Regularizer(alpha=0.8))
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assert algorithm_3.task.loss.regularizer.alpha == 0.8
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@ -250,11 +250,38 @@ cdef inline object __get_value(Injection self):
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return self.__value()
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cdef inline object __get_value_kwargs(Injection self, dict kwargs):
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if self.__call == 0:
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return self.__value
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return self.__value(**kwargs)
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cdef inline tuple __separate_prefixed_kwargs(dict kwargs):
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cdef dict plain_kwargs = {}
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cdef dict prefixed_kwargs = {}
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for key, value in kwargs.items():
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if '__' not in key:
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plain_kwargs[key] = value
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continue
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index = key.index('__')
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prefix, name = key[:index], key[index+2:]
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if prefix not in prefixed_kwargs:
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prefixed_kwargs[prefix] = {}
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prefixed_kwargs[prefix][name] = value
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return plain_kwargs, prefixed_kwargs
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@cython.boundscheck(False)
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@cython.wraparound(False)
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cdef inline tuple __provide_positional_args(tuple args,
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tuple inj_args,
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int inj_args_len):
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cdef inline tuple __provide_positional_args(
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tuple args,
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tuple inj_args,
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int inj_args_len,
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):
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cdef int index
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cdef list positional_args
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cdef PositionalInjection injection
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@ -273,11 +300,15 @@ cdef inline tuple __provide_positional_args(tuple args,
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@cython.boundscheck(False)
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@cython.wraparound(False)
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cdef inline dict __provide_keyword_args(dict kwargs,
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tuple inj_kwargs,
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int inj_kwargs_len):
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cdef inline dict __provide_keyword_args(
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dict kwargs,
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tuple inj_kwargs,
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int inj_kwargs_len,
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):
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cdef int index
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cdef object name
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cdef object value
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cdef dict prefixed
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cdef NamedInjection kw_injection
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if len(kwargs) == 0:
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@ -286,20 +317,33 @@ cdef inline dict __provide_keyword_args(dict kwargs,
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name = __get_name(kw_injection)
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kwargs[name] = __get_value(kw_injection)
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else:
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kwargs, prefixed = __separate_prefixed_kwargs(kwargs)
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for index in range(inj_kwargs_len):
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kw_injection = <NamedInjection>inj_kwargs[index]
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name = __get_name(kw_injection)
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if name not in kwargs:
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kwargs[name] = __get_value(kw_injection)
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if name in kwargs:
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continue
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if name in prefixed:
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value = __get_value_kwargs(kw_injection, prefixed[name])
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else:
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value = __get_value(kw_injection)
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kwargs[name] = value
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return kwargs
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@cython.boundscheck(False)
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@cython.wraparound(False)
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cdef inline object __inject_attributes(object instance,
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tuple attributes,
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int attributes_len):
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cdef inline object __inject_attributes(
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object instance,
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tuple attributes,
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int attributes_len,
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):
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cdef NamedInjection attr_injection
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for index in range(attributes_len):
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attr_injection = <NamedInjection>attributes[index]
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@ -166,6 +166,45 @@ class FactoryTests(unittest.TestCase):
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self.assertEqual(instance.init_arg3, 33)
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self.assertEqual(instance.init_arg4, 44)
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def test_call_with_deep_context_kwargs(self):
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"""`Factory` providers deep init injections example."""
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class Regularizer:
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def __init__(self, alpha):
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self.alpha = alpha
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class Loss:
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def __init__(self, regularizer):
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self.regularizer = regularizer
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class ClassificationTask:
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def __init__(self, loss):
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self.loss = loss
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class Algorithm:
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def __init__(self, task):
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self.task = task
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algorithm_factory = providers.Factory(
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Algorithm,
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task=providers.Factory(
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ClassificationTask,
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loss=providers.Factory(
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Loss,
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regularizer=providers.Factory(
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Regularizer,
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),
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),
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),
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)
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algorithm_1 = algorithm_factory(task__loss__regularizer__alpha=0.5)
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algorithm_2 = algorithm_factory(task__loss__regularizer__alpha=0.7)
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algorithm_3 = algorithm_factory(task__loss__regularizer=Regularizer(alpha=0.8))
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self.assertEqual(algorithm_1.task.loss.regularizer.alpha, 0.5)
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self.assertEqual(algorithm_2.task.loss.regularizer.alpha, 0.7)
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self.assertEqual(algorithm_3.task.loss.regularizer.alpha, 0.8)
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def test_fluent_interface(self):
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provider = providers.Factory(Example) \
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.add_args(1, 2) \
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