def test_filter_inputs_dynamic_keys(self):
mapping = {'node1': {'out11': 'inp11',
'out12': 'inp12'},
'node2': {'out22': 'inp22',
'out21': '_'}}
nucleotide = Nucleotide(
inbound_nodes=['node1', 'node2', 'node3'],
incoming_keys_mapping=mapping)
nucleotide.incoming_keys = ['inp11']
nucleotide.dynamic_incoming_keys = True
data = {'node1': {'out11': 'value11',
'out12': 'value12'},
'node2': {'out21': 'value21',
'out22': 'value22',
'out': 'value23'},
'node3': {'out31': 'value31',
'out32': 'value32',
'out': 'value33'},
'node4': {'out41': 'value41'}}
data_remapped_must = {'inp11': 'value11',
'inp12': 'value12',
'inp22': 'value22',
'out31': 'value31',
'out32': 'value32',
'out': ['value23', 'value33']}
data_remapped = nucleotide.filter_inputs(data)
self.assertDictEqual(data_remapped_must, data_remapped)
def _get_dna():
nucleotide1 = Nucleotide(name="nucleotide1")
nucleotide1.generated_keys = ["y"]
nucleotide2 = Nucleotide(name="nucleotide2", inbound_nodes=["nucleotide1"])
nucleotide2.incoming_keys = ["y"]
nucleotide2.generated_keys = ["z"]
nucleotide3 = Nucleotide(name="nucleotide3",
inbound_nodes=["nucleotide1", "nucleotide2"])
nucleotide3.dynamic_incoming_keys = True
nucleotide3.generated_keys = ["w"]
nucleotide3.dynamic_generated_keys = True
nucleotide4 = Nucleotide(name="nucleotide4", inbound_nodes=["nucleotide3"])
nucleotide4.incoming_keys = ["y", "z", "w"]
nucleotides_list = [nucleotide2, nucleotide3, nucleotide4]
incoming_nucleotides_list = [nucleotide1]
dna_must = {
'nucleotide2':
DNAConnection(incoming={'nucleotide1'}, outgoing={'nucleotide3'}),
'nucleotide3':
DNAConnection(incoming={'nucleotide1', 'nucleotide2'},
outgoing={'nucleotide4'}),
'nucleotide4':
DNAConnection(incoming={'nucleotide3'}, outgoing=set()),
}
topological_sort_must = ["nucleotide2", "nucleotide3", "nucleotide4"]
raise_build_error = False
yield (nucleotides_list, incoming_nucleotides_list, dna_must,
topological_sort_must, raise_build_error)
nucleotide3 = Nucleotide(name="nucleotide3",
inbound_nodes=["nucleotide1", "nucleotide2"])
nucleotide3.incoming_keys = []
nucleotide3.generated_keys = ["w"]
nucleotides_list = [nucleotide2, nucleotide3, nucleotide4]
raise_build_error = True
yield (nucleotides_list, incoming_nucleotides_list, dna_must,
topological_sort_must, raise_build_error)
nucleotides_list = [
Nucleotide(name='first', inbound_nodes=['input_node1']),
Nucleotide(name='second', inbound_nodes=['first', 'input_node2']),
Nucleotide(name='fourth', inbound_nodes=['first', 'third']),
Nucleotide(name='fifth', inbound_nodes=['fourth']),
Nucleotide(name='third', inbound_nodes=['first', 'second'])
]
incoming_nucleotides_list = [
Nucleotide(name='input_node1'),
Nucleotide(name='input_node2')
]
dna_must = {
'first':
DNAConnection(incoming={'input_node1'},
outgoing={'second', 'fourth', 'third'}),
'second':
DNAConnection(incoming={'first', 'input_node2'}, outgoing={'third'}),
'third':
DNAConnection(incoming={'first', 'second'}, outgoing={'fourth'}),
'fourth':
DNAConnection(incoming={'first', 'third'}, outgoing={'fifth'}),
'fifth':
DNAConnection(incoming={'fourth'}, outgoing=set())
}
topological_sort_must = ["first", "second", "third", "fourth", "fifth"]
raise_build_error = False
yield (nucleotides_list, incoming_nucleotides_list, dna_must,
topological_sort_must, raise_build_error)
nucleotides_list = [
Nucleotide(name='first', inbound_nodes=['input_node1']),
Nucleotide(name='second', inbound_nodes=[]),
Nucleotide(name='fourth', inbound_nodes=['first', 'third']),
Nucleotide(name='fifth', inbound_nodes=['fourth']),
Nucleotide(name='third', inbound_nodes=['first', 'second'])
]
incoming_nucleotides_list = [Nucleotide(name='input_node1')]
dna_must = {
'first':
DNAConnection(incoming={'input_node1'}, outgoing={'fourth', 'third'}),
'second':
DNAConnection(incoming=set(), outgoing={'third'}),
'third':
DNAConnection(incoming={'first', 'second'}, outgoing={'fourth'}),
'fourth':
DNAConnection(incoming={'first', 'third'}, outgoing={'fifth'}),
'fifth':
DNAConnection(incoming={'fourth'}, outgoing=set())
}
topological_sort_must = ["second", "first", "third", "fourth", "fifth"]
raise_build_error = False
yield (nucleotides_list, incoming_nucleotides_list, dna_must,
topological_sort_must, raise_build_error)
nucleotides_list = [
Nucleotide(name='first', inbound_nodes=[]),
Nucleotide(name='second', inbound_nodes=[]),
Nucleotide(name='fourth', inbound_nodes=['first', 'third']),
Nucleotide(name='fifth', inbound_nodes=['fourth']),
Nucleotide(name='third', inbound_nodes=['first', 'second'])
]
incoming_nucleotides_list = []
dna_must = {
'first': DNAConnection(incoming=set(), outgoing={'fourth', 'third'}),
'second': DNAConnection(incoming=set(), outgoing={'third'}),
'third': DNAConnection(incoming={'first', 'second'},
outgoing={'fourth'}),
'fourth': DNAConnection(incoming={'first', 'third'},
outgoing={'fifth'}),
'fifth': DNAConnection(incoming={'fourth'}, outgoing=set())
}
topological_sort_must = ["first", "second", "third", "fourth", "fifth"]
raise_build_error = False
yield (nucleotides_list, incoming_nucleotides_list, dna_must,
topological_sort_must, raise_build_error)
