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How to use _get_profile method in prospector

Best Python code snippet using prospector_python

test_flatsym.py

Source:test_flatsym.py

...71    @classmethod72    def tearDownClass(cls):73        plt.close('all')74    def test_get_symmetry(self):75        prof = self.img._get_profile('x', 'auto')76        # varian77        for method in ('varian', 'point difference'):78            symmetry, lt_edge, rt_edge, max_idx = self.img._get_symmetry(prof, method)79            self.assertAlmostEqual(symmetry, 3.08, delta=0.01)80            self.assertAlmostEqual(lt_edge, 393, delta=3)81            self.assertAlmostEqual(rt_edge, 681, delta=3)82            self.assertAlmostEqual(max_idx, 429, delta=3)83        # elekta84        for method in ('elekta', 'pdq-iec'):85            symmetry, lt_edge, rt_edge, max_idx = self.img._get_symmetry(prof, method)86            self.assertAlmostEqual(symmetry, 103.11, delta=0.05)87    def test_convert_position(self):88        input_pos = 'auto'89        out_pos = self.img._convert_position(input_pos, 'both')90        self.assertEqual(out_pos[0], 366)91        self.assertEqual(out_pos[1], 537)92        out_pos = self.img._convert_position(input_pos, 'x')93        self.assertEqual(out_pos[0], 366)94        input_pos = (300, 0.6)95        out_pos = self.img._convert_position(input_pos, 'both')96        self.assertEqual(out_pos[0], 300)97        self.assertEqual(out_pos[1], 614)98        input_pos = 0.699        out_pos = self.img._convert_position(input_pos, 'y')100        self.assertEqual(out_pos[0], 614)101        self.assertRaises(ValueError, self.img._convert_position, (300, 400, 0.5), 'both')102        self.assertRaises(ValueError, self.img._convert_position, (300, 400), 'x')103        self.assertRaises(ValueError, self.img._convert_position, (300, 400), 'notaplane')104    def test_parse_position(self):105        position = 30106        int_input = self.img._parse_position(position, 'x')107        self.assertEqual(int_input, position)108        float_pos = 0.4109        fl_input = self.img._parse_position(float_pos, 'i')110        self.assertAlmostEqual(fl_input, float_pos*self.img.image.shape[1], delta=1)111        fl_input = self.img._parse_position(float_pos, 'x')112        self.assertAlmostEqual(fl_input, float_pos * self.img.image.shape[0], delta=1)113        self.assertRaises(ValueError, self.img._parse_position, position, 'both')114        # self.assertRaises(ValueError, self.img._parse_position, 1.1, 'x')115    def test_get_profile(self):116        """Test various inputs for _get_profile()."""117        b = BeamImage()118        self.assertRaises(AttributeError, b._get_profile, 'x', 'auto')119        # test output type120        self.assertIsInstance(self.img._get_profile('x', 'auto'), SingleProfile)121        # test axes122        for axis in ('crossplane', 'cross', 'x', 'inplane', 'in'):123            self.img._get_profile(axis, 'auto')124        # self.assertRaises(ValueError, self.img._get_profile, 'notaplane', 'auto')125        # make sure extraction is along correct axis126        size_xplane = 1024127        prof = self.img._get_profile('x', 'auto')128        self.assertEqual(prof.values.size, size_xplane)129        size_yplane = 768130        prof = self.img._get_profile('in', 'auto')131        self.assertEqual(prof.values.size, size_yplane)132    def test_check_position_bounds(self):133        # test positions134        for pos in (100, 500, 0.5):135            self.img._check_position_inbounds(pos, 'x')136        self.assertRaises(IndexError, self.img._check_position_inbounds, 1100, 'x')137        self.assertRaises(IndexError, self.img._check_position_inbounds, 800, 'i')138    def test_get_flatness(self):139        prof = self.img._get_profile('x', 'auto')140        # varian141        for method in ('varian', 'VoM80', 'siemens'):142            flatness, dmax, dmin, lt_edge, rt_edge = self.img._get_flatness(prof, method)143            self.assertAlmostEqual(flatness, 1.91, delta=0.01)144            self.assertAlmostEqual(dmax, 58533, delta=20)145            self.assertAlmostEqual(dmin, 56335, delta=20)146            self.assertAlmostEqual(lt_edge, 393, delta=3)147            self.assertAlmostEqual(rt_edge, 681, delta=3)148        # elekta149        for method in ('elekta', 'IEC'):150            flatness, dmax, dmin, lt_edge, rt_edge = self.img._get_flatness(prof, method)151            self.assertAlmostEqual(flatness, 103.9, delta=0.05)152    def test_plot_annotation(self):153        fig, ax = plt.subplots()...

profile_input_validation.py

Source:profile_input_validation.py

...85        """86        raise NotImplementedError(87            "create_profile needs to be implemented in a sub class."88        )89    def _get_profile(self, user):90        if not hasattr(self, "profile"):91            self.profile = self.create_profile(user)92        return self.profile93    def _execute_query(self, user_gql_client, profile_input):94        # Ensure Profile has been created95        self._get_profile(user_gql_client.user)96        return super()._execute_query(user_gql_client, profile_input)97    @pytest.mark.parametrize("invalid_email", [None, "", "not-an-email"])98    def test_updating_to_invalid_email_address_causes_an_invalid_email_format_error(99        self, invalid_email, user_gql_client100    ):101        profile = self._get_profile(user_gql_client.user)102        email = EmailFactory(profile=profile, primary=False)103        profile_input = {104            "updateEmails": [105                {106                    "id": to_global_id(type="EmailNode", id=email.id),107                    "email": invalid_email,108                }109            ],110        }111        executed = self._execute_query(user_gql_client, profile_input)112        assert_match_error_code(executed, "INVALID_EMAIL_FORMAT")113    def test_updating_phone_number_with_empty_phone_number_causes_a_validation_error(114        self, user_gql_client, empty_string_value115    ):116        profile = self._get_profile(user_gql_client.user)117        phone = PhoneFactory(profile=profile)118        profile_input = {119            "updatePhones": [120                {121                    "id": to_global_id(type="PhoneNode", id=phone.id),122                    "phone": empty_string_value,123                }124            ],125        }126        executed = self._execute_query(user_gql_client, profile_input)127        assert_match_error_code(executed, "VALIDATION_ERROR")128    @pytest.mark.parametrize("field_name", ["address", "postal_code", "city"])129    def test_updating_address_field_with_too_long_value_causes_a_validation_error(130        self, field_name, user_gql_client131    ):132        profile = self._get_profile(user_gql_client.user)133        address = AddressFactory(profile=profile)134        profile_input = {135            "updateAddresses": [136                {137                    "id": to_global_id(type="AddressNode", id=address.id),138                    to_graphql_name(field_name): "x" * 130,139                }140            ]141        }142        executed = self._execute_query(user_gql_client, profile_input)143        assert_match_error_code(executed, "VALIDATION_ERROR")144    @pytest.mark.parametrize("country_code", ["X", "fi", "VR", "Finland"])145    def test_updating_address_with_invalid_country_code_value_causes_a_validation_error(146        self, country_code, user_gql_client147    ):148        profile = self._get_profile(user_gql_client.user)149        address = AddressFactory(profile=profile)150        profile_input = {151            "updateAddresses": [152                {153                    "id": to_global_id(type="AddressNode", id=address.id),154                    "countryCode": country_code,155                }156            ]157        }158        executed = self._execute_query(user_gql_client, profile_input)...

profile.py

Source:profile.py

...14    def plot_xlabel(self):15        return "r/kpc"16    def plot_ylabel(self):17        return r"$\rho/M_{\odot}\,kpc^{-3}$", r"$M/M_{\odot}$"18    def _get_profile(self, halo, maxrad):19        import pynbody20        delta = self.plot_xdelta()21        nbins = int(maxrad / delta)22        maxrad = delta * nbins23        pro = pynbody.analysis.profile.Profile(halo, type='lin', ndim=3,24                                               min=0, max=maxrad, nbins=nbins)25        rho_a = pro['density']26        mass_a = pro['mass_enc']27        rho_a = rho_a.view(np.ndarray)28        mass_a = mass_a.view(np.ndarray)29        return rho_a, mass_a30    @centred_calculation31    def calculate(self, data, existing_properties):32        dm_a, dm_b = self._get_profile(data.dm, existing_properties["max_radius"])33        return dm_a, dm_b34class BaryonicHaloDensityProfile(HaloDensityProfile):35    names = "gas_density_profile", "gas_mass_profile", "star_density_profile", "star_mass_profile"36    @centred_calculation37    def calculate(self, data, existing_properties):38        gas_a, gas_b = self._get_profile(data.gas, existing_properties["max_radius"])39        star_a, star_b = self._get_profile(data.star, existing_properties["max_radius"])...

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