How to use generate_environments method in lisa

Best Python code snippet using lisa_python

test_service_environments.py

Source:test_service_environments.py

2from zoo.repos.models import Repository3from zoo.services.models import Service4pytestmark = pytest.mark.django_db5@pytest.fixture6def generate_environments(service_factory, environment_factory):7    service = service_factory(8        id=1,9        name="martinez",10        owner="michaelbennett",11        impact="profit",12        docs_url="https://docsurl",13        pagerduty_service="sales/P019873X9",14        slack_channel="https://slackchannel",15        status="fixed",16    )17    environment_factory(18        id=1,19        service=service,20        name="production",...

test_environments.py

Source:test_environments.py

...19             [0.891773, 0.437587, 0.963663]]20        )21    def test_generate_environments_with_initial_guesses(self):22        assert_array_almost_equal(23            self.env_with_initial_guesses.generate_environments(24                num_points=3, seed=0),25            [[0.715189, 0.548814, 0.602763],26             [0.544883, 0.423655, 0.645894],27             [0.891773, 0.437587, 0.963663],28             [0.7, 0.5, 0.6]]29        )30    def test_generate_environments_no_cons(self):31        assert_array_almost_equal(32            self.env_no_cons._generate_raw_environments(3, seed=0),33            self.env_no_cons.generate_environments(3, seed=0),34        )35    @parameterized.expand([36        [[0], [[0.544883, 0.423655, 0.645894],37               [0.891773, 0.437587, 0.963663]]],38        [[1], [[0.715189, 0.548814, 0.602763],39               [0.544883, 0.423655, 0.645894]]],40        [[0, 1], [[0.544883, 0.423655, 0.645894]]]41    ])42    def test_generate_environments_cons(self, cons_id, expected):43        env = environments.Environment(44            num_actions=2, constraints=[self.constraints[i] for i in cons_id])45        assert_array_almost_equal(46            env.generate_environments(3, seed=0),47            expected)48    def test_generate_environment_with_projection(self):49        env = environments.Environment(50            num_actions=2, constraints=self.constraints,51            project_constraint=True)52        assert_array_almost_equal(53            env.generate_environments(3, seed=1),54            [[0.691139, 0.460906, 0.625043],55             [0.597473, 0.394812, 0.659627],56             [0.60716, 0.404473, 0.773788]])57class TestConstraints(TestCase):58    def setUp(self):59        self.mkp = environments.MarkupConstraint(2.)60        self.mkp_lower = environments.MarkupConstraint(2., 1.)61        self.info = environments.InformationConstraint(.01, [.5, .4, .3])62        self.ref_environments = np.array([[.8, .4, .3, .1],63                                          [.9, .3, .1, .8]])64    def test_markup_constraint(self):65        assert not self.mkp([.5, .6, .33])66        assert self.mkp([.5, .6, .34])67        assert_array_almost_equal(...

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