Browse Source

tests for dtmc from mdoel_components

refactoring
hannah 5 years ago
committed by Matthias Volk
parent
commit
bb59710e6e
No known key found for this signature in database GPG Key ID: 83A57678F739FCD3
  1. 92
      tests/storage/test_model_components.py

92
tests/storage/test_model_components.py

@ -17,18 +17,63 @@ class TestSparseModelComponents:
assert not components.rate_transitions assert not components.rate_transitions
def test_build_dtmc_from_model_components(self): def test_build_dtmc_from_model_components(self):
program = stormpy.parse_prism_program(get_example_path("dtmc", "die.pm"))
options = stormpy.BuilderOptions(True, True)
options.set_build_with_choice_origins()
options.set_build_state_valuations()
options.set_build_all_labels()
model = stormpy.build_sparse_model_with_options(program, options)
components = stormpy.SparseModelComponents(transition_matrix=model.transition_matrix,
state_labeling=model.labeling,
reward_models=model.reward_models)
components.choice_origins = model.choice_origins
components.state_valuations = model.state_valuations
nr_states = 13
# TransitionMatrix
builder = stormpy.SparseMatrixBuilder(rows = 0, columns = 0, entries = 0, force_dimensions = False, has_custom_row_grouping = False, row_groups = 0)
# Add transitions
builder.add_next_value(0, 1, 0.5)
builder.add_next_value(0, 2, 0.5)
builder.add_next_value(1, 3, 0.5)
builder.add_next_value(1, 4, 0.5)
builder.add_next_value(2, 5, 0.5)
builder.add_next_value(2, 6, 0.5)
builder.add_next_value(3, 7, 0.5)
builder.add_next_value(3, 1, 0.5)
builder.add_next_value(4, 8, 0.5)
builder.add_next_value(4, 9, 0.5)
builder.add_next_value(5, 10, 0.5)
builder.add_next_value(5, 11, 0.5)
builder.add_next_value(6, 2, 0.5)
builder.add_next_value(6, 12, 0.5)
for s in range(7,13):
builder.add_next_value(s, s, 1)
# Build transition matrix, update number of rows and columns
transition_matrix = builder.build(nr_states, nr_states)
# StateLabeling
state_labeling = stormpy.storage.StateLabeling(nr_states)
labels = {'init','one', 'two', 'three', 'four', 'five', 'six', 'done', 'deadlock'}
for label in labels:
state_labeling.add_label(label)
# Add label to one state
state_labeling.add_label_to_state('init', 0)
state_labeling.add_label_to_state('one', 7)
state_labeling.add_label_to_state('two', 8)
state_labeling.add_label_to_state('three', 9)
state_labeling.add_label_to_state('four', 10)
state_labeling.add_label_to_state('five', 11)
state_labeling.add_label_to_state('six', 12)
# Set the labeling of states given in a bit vector, where length = nr_states
state_labeling.set_states('done', stormpy.BitVector(nr_states, [7, 8, 9, 10, 11, 12]))
# RewardModels
reward_models = {}
# Create a vector representing the state-action rewards
action_reward = [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
reward_models['coin_flips'] = stormpy.SparseRewardModel(optional_state_action_reward_vector = action_reward)
components = stormpy.SparseModelComponents(transition_matrix=transition_matrix,
state_labeling=state_labeling,
reward_models=reward_models)
# todo components.choice_origins = choice_origins
# todo components.state_valuations = state_valuations
dtmc = stormpy.storage.SparseDtmc(components) dtmc = stormpy.storage.SparseDtmc(components)
@ -39,8 +84,7 @@ class TestSparseModelComponents:
assert dtmc.nr_choices == 13 assert dtmc.nr_choices == 13
assert dtmc.nr_states == 13 assert dtmc.nr_states == 13
assert dtmc.nr_transitions == 20 assert dtmc.nr_transitions == 20
assert dtmc.transition_matrix.nr_entries == 20
assert dtmc.transition_matrix.nr_entries == model.nr_transitions
assert dtmc.transition_matrix.nr_entries == dtmc.nr_transitions
for e in dtmc.transition_matrix: for e in dtmc.transition_matrix:
assert e.value() == 0.5 or e.value() == 0 or (e.value() == 1 and e.column > 6) assert e.value() == 0.5 or e.value() == 0 or (e.value() == 1 and e.column > 6)
for state in dtmc.states: for state in dtmc.states:
@ -50,17 +94,17 @@ class TestSparseModelComponents:
assert dtmc.labeling.get_labels() == {'init', 'deadlock', 'done', 'one', 'two', 'three', 'four', 'five', 'six'} assert dtmc.labeling.get_labels() == {'init', 'deadlock', 'done', 'one', 'two', 'three', 'four', 'five', 'six'}
# test reward_models # test reward_models
assert len(model.reward_models) == 1
assert not model.reward_models["coin_flips"].has_state_rewards
assert model.reward_models["coin_flips"].has_state_action_rewards
for reward in model.reward_models["coin_flips"].state_action_rewards:
assert len(dtmc.reward_models) == 1
assert not dtmc.reward_models["coin_flips"].has_state_rewards
assert dtmc.reward_models["coin_flips"].has_state_action_rewards
for reward in dtmc.reward_models["coin_flips"].state_action_rewards:
assert reward == 1.0 or reward == 0.0 assert reward == 1.0 or reward == 0.0
assert not model.reward_models["coin_flips"].has_transition_rewards
assert not dtmc.reward_models["coin_flips"].has_transition_rewards
# choice_labeling # choice_labeling
assert not dtmc.has_choice_labeling() assert not dtmc.has_choice_labeling()
# state_valuations
assert dtmc.has_state_valuations()
# choice_origins
assert dtmc.has_choice_origins()
assert dtmc.choice_origins is components.choice_origins # todo correct?
# todo state_valuations
# assert dtmc.has_state_valuations()
# todo choice_origins
# assert dtmc.has_choice_origins()
# assert dtmc.choice_origins is components.choice_origins # todo
Loading…
Cancel
Save