Пример #1
0
    def test13(self):
        particles = plummer.new_plummer_model(31)

        instance = Hermite(number_of_workers=1)#, debugger="xterm")
        instance.initialize_code()
        instance.parameters.epsilon_squared = 0.01 | nbody_system.length ** 2
        instance.particles.add_particles(particles)

        instance.evolve_model(0.1 | nbody_system.time)
        instance.synchronize_model()
        expected_positions = instance.particles.position
        instance.stop()
        positions_per_workers = []
        for n in [2,3,4,5]:
            instance = Hermite(number_of_workers=n)
            instance.initialize_code()
            instance.parameters.epsilon_squared = 0.01 | nbody_system.length ** 2
            instance.particles.add_particles(particles)

            instance.evolve_model(0.1 | nbody_system.time)
            instance.synchronize_model()
            positions_per_workers.append(instance.particles.position)
            instance.stop()


        for index, n in enumerate([2,3,4,5]):
            self.assertAlmostEqual(expected_positions, positions_per_workers[index], 15)
Пример #2
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    def test5(self):
        convert_nbody = nbody_system.nbody_to_si(5.0 | units.kg, 10.0 | units.m)

        instance = Hermite(convert_nbody)
        instance.initialize_code()

        particles = datamodel.Particles(2)
        self.assertEqual(len(instance.particles), 0)

        particles.mass = [15.0, 30.0] | units.kg
        particles.radius =  [10.0, 20.0] | units.m
        particles.position = [[10.0, 20.0, 30.0], [20.0, 40.0, 60.0]] | units.m
        particles.velocity = [[0.0, 0.0, 0.0], [0.0, 0.0, 0.0]] | units.m / units.s


        instance.particles.add_particles(particles)
        self.assertEqual(len(instance.particles), 2)
        instance.set_state(1, 16|units.kg, 
                           20.0|units.m, 40.0|units.m, 60.0|units.m, 
                           1.0|units.ms, 1.0|units.ms, 1.0|units.ms , 
                           20.0|units.m)

        curr_state =  instance.get_state(1)
        for expected, actual in zip([16|units.kg, 
                           20.0|units.m, 40.0|units.m, 60.0|units.m, 
                           1.0|units.ms, 1.0|units.ms, 1.0|units.ms , 
                           20.0|units.m], curr_state):
            self.assertAlmostRelativeEquals(expected, actual)
        instance.stop()

        self.assertEqual(curr_state[0], 16|units.kg, 8)
Пример #3
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    def test3(self):
        convert_nbody = nbody_system.nbody_to_si(1.0 | units.MSun, 149.5e6 | units.km)

        instance = Hermite(convert_nbody)
        instance.initialize_code()
        instance.parameters.epsilon_squared = 0.00001 | units.AU**2
        instance.dt_dia = 5000

        stars = datamodel.Stars(2)
        star1 = stars[0]
        star2 = stars[1]

        star1.mass = units.MSun(1.0)
        star1.position = units.AU(numpy.array((-1.0,0.0,0.0)))
        star1.velocity = units.AUd(numpy.array((0.0,0.0,0.0)))
        star1.radius = units.RSun(1.0)

        star2.mass = units.MSun(1.0)
        star2.position = units.AU(numpy.array((1.0,0.0,0.0)))
        star2.velocity = units.AUd(numpy.array((0.0,0.0,0.0)))
        star2.radius = units.RSun(100.0)

        instance.particles.add_particles(stars)

        for x in range(1,2000,10):
            instance.evolve_model(x | units.day)
            instance.particles.copy_values_of_all_attributes_to(stars)
            stars.savepoint()


        instance.cleanup_code()
        instance.stop()
Пример #4
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    def test4(self):
        convert_nbody = nbody_system.nbody_to_si(5.0 | units.kg, 10.0 | units.m)

        instance = Hermite(convert_nbody)
        instance.initialize_code()

        particles = datamodel.Particles(2)
        self.assertEqual(len(instance.particles), 0)

        particles.mass = [15.0, 30.0] | units.kg
        particles.radius =  [10.0, 20.0] | units.m
        particles.position = [[10.0, 20.0, 30.0], [20.0, 40.0, 60.0]] | units.m
        particles.velocity = [[0.0, 0.0, 0.0], [0.0, 0.0, 0.0]] | units.m / units.s


        instance.particles.add_particles(particles)
        self.assertEqual(len(instance.particles), 2)

        instance.particles.mass =  [17.0, 33.0] | units.kg


        self.assertEqual(instance.get_mass(0), 17.0| units.kg) 
        self.assertEqual(instance.get_mass(1), 33.0| units.kg)  

        instance.stop()
Пример #5
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    def test1(self):
        convert_nbody = nbody_system.nbody_to_si(1.0 | units.MSun, 149.5e6 | units.km)

        hermite = Hermite(convert_nbody)
        hermite.initialize_code()
        hermite.parameters.epsilon_squared = 0.0 | units.AU**2
        hermite.parameters.end_time_accuracy_factor = 0.0
        hermite.dt_dia = 5000

        stars = self.new_system_of_sun_and_earth()
        earth = stars[1]

        hermite.particles.add_particles(stars)

        hermite.evolve_model(365.0 | units.day)
        hermite.particles.copy_values_of_all_attributes_to(stars)

        position_at_start = earth.position.value_in(units.AU)[0]
        position_after_full_rotation = earth.position.value_in(units.AU)[0]
        self.assertAlmostRelativeEqual(position_at_start, position_after_full_rotation, 6)

        hermite.evolve_model(365.0 + (365.0 / 2) | units.day)

        hermite.particles.copy_values_of_all_attributes_to(stars)
        position_after_half_a_rotation = earth.position.value_in(units.AU)[0]
        self.assertAlmostRelativeEqual(-position_at_start, position_after_half_a_rotation, 3)

        hermite.evolve_model(365.0 + (365.0 / 2) + (365.0 / 4)  | units.day)

        hermite.particles.copy_values_of_all_attributes_to(stars)
        position_after_half_a_rotation = earth.position.value_in(units.AU)[1]
        self.assertAlmostRelativeEqual(-position_at_start, position_after_half_a_rotation, 3)

        hermite.cleanup_code()
        hermite.stop()
Пример #6
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    def test12(self):
        particles = datamodel.Particles(2)
        particles.x = [0.0, 1.00] | nbody_system.length
        particles.y = [0.0, 0.0] | nbody_system.length
        particles.z = [0.0, 0.0] | nbody_system.length
        particles.radius = 0.005 | nbody_system.length
        particles.vx = [5.1, 0.0] | nbody_system.speed
        particles.vy = [0.0, 0.0] | nbody_system.speed
        particles.vz = [0.0, 0.0] | nbody_system.speed
        particles.mass = [0.1, 0.1] | nbody_system.mass

        instance = Hermite()
        instance.initialize_code()
        instance.parameters.stopping_conditions_out_of_box_size = .5 | nbody_system.length
        self.assertEqual(
            instance.parameters.stopping_conditions_out_of_box_size,
            .5 | nbody_system.length)
        instance.particles.add_particles(particles)
        instance.stopping_conditions.out_of_box_detection.enable()
        instance.evolve_model(0.1 | nbody_system.time)
        self.assertTrue(
            instance.stopping_conditions.out_of_box_detection.is_set())
        self.assertAlmostEqual(
            instance.stopping_conditions.out_of_box_detection.particles(0).x,
            1.0 | nbody_system.length, 3)
        instance.stop()
Пример #7
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    def evolve_model(self):
        convert_nbody = nbody_system.nbody_to_si(1.0 | units.MSun,
                                                 149.5e6 | units.km)

        hermite = Hermite(convert_nbody)
        hermite.initialize_code()

        hermite.parameters.epsilon_squared = 0.0 | units.AU**2

        stars = self.new_system_of_sun_and_earth()
        earth = stars[1]
        sun = stars[0]
        Earth = blender.Primitives.sphere(10, 10, 0.1)  # Make the earth avatar
        Sun = blender.Primitives.sphere(32, 32, 1)  # Make the sun avatar
        hermite.particles.add_particles(stars)

        for i in range(1 * 365):
            hermite.evolve_model(i | units.day)
            hermite.particles.copy_values_of_all_attributes_to(stars)
            # update avatar positions:
            Earth.loc = (1 * earth.position.value_in(units.AU)[0],
                         1 * earth.position.value_in(units.AU)[1],
                         earth.position.value_in(units.AU)[2])
            Sun.loc = (1 * sun.position.value_in(units.AU)[0],
                       1 * sun.position.value_in(units.AU)[1],
                       sun.position.value_in(units.AU)[2])
            blender.Redraw()

        hermite.print_refs()
        hermite.stop()
Пример #8
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    def test8(self):
        print("Testing Hermite collision_detection")
        particles = datamodel.Particles(7)
        particles.mass = 0.001 | nbody_system.mass
        particles.radius = 0.01 | nbody_system.length
        particles.x = [-101.0, -100.0, -0.5, 0.5, 100.0, 101.0, 104.0] | nbody_system.length
        particles.y = 0 | nbody_system.length
        particles.z = 0 | nbody_system.length
        particles.velocity = [[2, 0, 0], [-2, 0, 0]]*3 + [[-4, 0, 0]] | nbody_system.speed

        instance = Hermite()
        instance.initialize_code()
        instance.parameters.set_defaults()
        instance.particles.add_particles(particles)
        collisions = instance.stopping_conditions.collision_detection
        collisions.enable()
        instance.evolve_model(1.0 | nbody_system.time)

        self.assertTrue(collisions.is_set())
        self.assertTrue(instance.model_time < 0.5 | nbody_system.time)
        self.assertEqual(len(collisions.particles(0)), 3)
        self.assertEqual(len(collisions.particles(1)), 3)
        self.assertEqual(len(particles - collisions.particles(0) - collisions.particles(1)), 1)
        self.assertEqual(abs(collisions.particles(0).x - collisions.particles(1).x) <= 
                (collisions.particles(0).radius + collisions.particles(1).radius),
                [True, True, True])

        sticky_merged = datamodel.Particles(len(collisions.particles(0)))
        sticky_merged.mass = collisions.particles(0).mass + collisions.particles(1).mass
        sticky_merged.radius = collisions.particles(0).radius
        for p1, p2, merged in zip(collisions.particles(0), collisions.particles(1), sticky_merged):
            merged.position = (p1 + p2).center_of_mass()
            merged.velocity = (p1 + p2).center_of_mass_velocity()

        print(instance.model_time)
        print(instance.particles)
        instance.particles.remove_particles(collisions.particles(0) + collisions.particles(1))
        instance.particles.add_particles(sticky_merged)

        instance.evolve_model(1.0 | nbody_system.time)
        print()
        print(instance.model_time)
        print(instance.particles)
        self.assertTrue(collisions.is_set())
        self.assertTrue(instance.model_time < 1.0 | nbody_system.time)
        self.assertEqual(len(collisions.particles(0)), 1)
        self.assertEqual(len(collisions.particles(1)), 1)
        self.assertEqual(len(instance.particles - collisions.particles(0) - collisions.particles(1)), 2)
        self.assertEqual(abs(collisions.particles(0).x - collisions.particles(1).x) <= 
                (collisions.particles(0).radius + collisions.particles(1).radius),
                [True])
        instance.stop()
Пример #9
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    def test14(self):
        instance = Hermite()
        instance.initialize_code()
        instance.parameters.epsilon_squared = 0.00001 | nbody_system.length**2

        particles = datamodel.Particles(2)
        particles.mass = [1.0, 1.0] | nbody_system.mass
        particles.radius = [0.0001, 0.0001] | nbody_system.length
        particles.position = [[0.0, 0.0, 0.0], [2.0, 0.0, 0.0]
                              ] | nbody_system.length
        particles.velocity = [[0.0, 0.0, 0.0], [0.0, 0.0, 0.0]
                              ] | nbody_system.speed
        instance.particles.add_particles(particles)

        zero = 0.0 | nbody_system.length
        fx, fy, fz = instance.get_gravity_at_point(zero,
                                                   1.0 | nbody_system.length,
                                                   zero, zero)
        self.assertAlmostEqual(fx, 0.0 | nbody_system.acceleration, 6)
        self.assertAlmostEqual(fy, 0.0 | nbody_system.acceleration, 6)
        self.assertAlmostEqual(fz, 0.0 | nbody_system.acceleration, 6)

        for x in (0.25, 0.5, 0.75):
            x0 = x | nbody_system.length
            x1 = (2.0 - x) | nbody_system.length
            potential0 = instance.get_potential_at_point(zero, x0, zero, zero)
            potential1 = instance.get_potential_at_point(zero, x1, zero, zero)
            fx0, fy0, fz0 = instance.get_gravity_at_point(zero, x0, zero, zero)
            fx1, fy1, fz1 = instance.get_gravity_at_point(zero, x1, zero, zero)

            self.assertAlmostEqual(fy0, 0.0 | nbody_system.acceleration, 6)
            self.assertAlmostEqual(fz0, 0.0 | nbody_system.acceleration, 6)
            self.assertAlmostEqual(fy1, 0.0 | nbody_system.acceleration, 6)
            self.assertAlmostEqual(fz1, 0.0 | nbody_system.acceleration, 6)

            self.assertAlmostEqual(fx0, -1.0 * fx1, 5)
            fx = (-1.0 / (x0**2) + 1.0 /
                  (x1**2)) * (1.0
                              | nbody_system.length**3 / nbody_system.time**2)
            self.assertAlmostEqual(fx, fx0, 2)
            self.assertAlmostEqual(potential0, potential1, 5)
        instance.stop()
Пример #10
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    def test2(self):
        convert_nbody = nbody_system.nbody_to_si(1.0 | units.MSun, 149.5e6 | units.km)

        instance = Hermite(convert_nbody)
        instance.initialize_code()
        instance.parameters.epsilon_squared = 0.0 | units.AU**2
        instance.dt_dia = 5000

        stars = self.new_system_of_sun_and_earth()
        earth = stars[1]
        instance.particles.add_particles(stars)

        for x in range(1, 500, 10):
            instance.evolve_model(x | units.day)
            instance.particles.copy_values_of_all_attributes_to(stars)
            stars.savepoint()

        if HAS_MATPLOTLIB:
            figure = pyplot.figure()
            plot = figure.add_subplot(1,1,1)

            x_points = earth.get_timeline_of_attribute("x")
            y_points = earth.get_timeline_of_attribute("y")

            x_points_in_AU = [t_x[1].value_in(units.AU) for t_x in x_points]
            y_points_in_AU = [t_x1[1].value_in(units.AU) for t_x1 in y_points]

            plot.scatter(x_points_in_AU,y_points_in_AU, color="b", marker='o')

            plot.set_xlim(-1.5, 1.5)
            plot.set_ylim(-1.5, 1.5)


            test_results_path = self.get_path_to_results()
            output_file = os.path.join(test_results_path, "hermite-earth-sun2.svg")
            figure.savefig(output_file)



        instance.cleanup_code()
        instance.stop()
Пример #11
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    def test10(self):
        convert_nbody = nbody_system.nbody_to_si(1.0 | units.MSun, 149.5e6 | units.km)

        instance = Hermite(convert_nbody)
        instance.initialize_code()
        instance.parameters.epsilon_squared = 0.0 | units.AU**2
        instance.parameters.stopping_conditions_number_of_steps = 10
        self.assertEqual(instance.parameters.stopping_conditions_number_of_steps,10)

        stars = self.new_system_of_sun_and_earth()
        earth = stars[1]

        instance.particles.add_particles(stars)
        instance.stopping_conditions.number_of_steps_detection.enable()
        instance.evolve_model(365.0 | units.day)
        self.assertTrue(instance.stopping_conditions.number_of_steps_detection.is_set())
        instance.particles.copy_values_of_all_attributes_to(stars)

        instance.cleanup_code()

        instance.stop()
Пример #12
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    def test16(self):
        particles = new_plummer_model(200)
        particles.scale_to_standard()
        instance = Hermite()
        instance.initialize_code()
        instance.parameters.epsilon_squared = 0.00000 | nbody_system.length**2
        instance.particles.add_particles(particles)

        x = numpy.arange(-1,1,0.1) | nbody_system.length
        zero = numpy.zeros(len(x)) | nbody_system.length
        potential0 =  instance.get_potential_at_point(zero, x , zero, zero)
        instance.stop()
        for n in (2, 3, 4):

            instance = Hermite(number_of_workers=n)
            instance.initialize_code()
            instance.parameters.epsilon_squared = 0.00000 | nbody_system.length**2
            instance.particles.add_particles(particles)
            potential =  instance.get_potential_at_point(zero, x , zero, zero)

            self.assertAlmostRelativeEquals(potential0, potential, 8)
            instance.stop()
Пример #13
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    def test11(self):
        particles = datamodel.Particles(2)
        particles.x = [0.0,10.0] | nbody_system.length
        particles.y = 0 | nbody_system.length
        particles.z = 0 | nbody_system.length
        particles.radius = 0.005 | nbody_system.length
        particles.vx =  0 | nbody_system.speed
        particles.vy =  0 | nbody_system.speed
        particles.vz =  0 | nbody_system.speed
        particles.mass = 1.0 | nbody_system.mass

        instance = Hermite()
        instance.initialize_code()
        instance.parameters.stopping_conditions_number_of_steps = 2
        self.assertEqual(instance.parameters.stopping_conditions_number_of_steps, 2)
        instance.particles.add_particles(particles) 
        instance.stopping_conditions.number_of_steps_detection.enable()
        instance.evolve_model(10 | nbody_system.time)
        self.assertTrue(instance.stopping_conditions.number_of_steps_detection.is_set())
        self.assertTrue(instance.model_time < 10 | nbody_system.time)

        instance.stop()