def run_random_problem(self,
seed=None,
tau=10,
tau_prime=20,
b=2,
eta=0.1,
num_expressions=None,
num_input_vars=None,
trivial=False,
verbosity=0,
skip_real_exhaustive=False):
problem, inputs = generate_random_problem(
seed,
num_expressions=num_expressions,
num_input_vars=num_input_vars)
result = self.run_problem(problem,
tau=tau,
tau_prime=tau_prime,
b=b,
eta=eta,
trivial=trivial,
verbosity=verbosity,
skip_real_exhaustive=False)
print(generate_entire_program(inputs, problem))
return result
def test_cost_exterior(self):
self.MY_SEED = 101
problem, inputs = generate_random_problem(self.MY_SEED)
print(problem.edges)
print(get_level_sets(problem.partial_order))
print(generate_entire_program(inputs, problem))
print(list(problem.partial_order.edges))
def test_cost_small_vars_many_expressions(self):
self.MY_SEED = 101
problem, inputs = generate_random_problem(self.MY_SEED, 20, 4)
print(problem.edges)
print(get_level_sets(problem.partial_order))
print(generate_entire_program(inputs, problem))
print(list(problem.partial_order.edges))
def test_problem_supplied_size_four_tests(self):
self.MY_SEED = 101
num_expressions = 80
num_input_vars = 30
problem, inputs = generate_random_problem(self.MY_SEED, num_expressions, num_input_vars)
print(problem.edges)
print(get_level_sets(problem.partial_order))
print(generate_entire_program(inputs, problem))
print(list(problem.partial_order.edges))
run_four_tests([], [], verbosity=1, prob=problem, skip_real_exhaustive=True)