def it_can_add_observations_to_existing_profiles(self):
matrix = ObservationMatrix([{'All': [PayoffData('A', 2, [12, 11])]},
{'All': [PayoffData('A', 1, [23]), PayoffData('B', 1, [11])]},
{'All': [PayoffData('B', 2, [13.3])]}])
matrix.addObservations(Profile({'All': {'A': 1, 'B': 1}}),
{'All': [PayoffData('A', 1, [12, 11]), PayoffData('B', 1, [21, 17])]})
assert matrix.getPayoffData(Profile({'All': {'A': 1, 'B': 1}}), 'All', 'B') == [11, 21, 17]
def it_can_return_requested_profile_observations(self):
matrix = ObservationMatrix([{'All': [PayoffData('A', 2, [12, 11])]},
{'All': [PayoffData('A', 1, [23]), PayoffData('B', 1, [11])]},
{'All': [PayoffData('B', 2, [13.3])]}])
assert matrix.getPayoffData(Profile({'All': {'A': 2}}), 'All', 'A') == [12, 11]
assert matrix.getPayoffData(Profile({'All': {'A': 1, 'B': 1}}), 'All', 'B') == [11]
def it_can_add_observations_for_previously_unobserved_profiles(self):
matrix = ObservationMatrix()
matrix.addObservations(Profile({'All': {'A': 1, 'B': 1}}),
{'All': [PayoffData('A', 1, [12, 11]), PayoffData('B', 1, [21, 17])]})
assert matrix.getPayoffData(Profile({'All': {'A': 1, 'B': 1}}), 'All', 'B') == [21, 17]