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How to use load_data_file method in gabbi

Best Python code snippet using gabbi_python

test_override_function.py

Source:test_override_function.py

2import unittest3import numpy as np4from scipy.io import loadmat5from airline_alloc.override_functions import *6def load_data_file(file_name):7    #../../../MATLAB/Data/<data_file>8    file_path = os.path.join(9        os.path.dirname(__file__),10        os.path.pardir,11        os.path.pardir,12        os.path.pardir,13        'MATLAB',14        'Data',15        file_name)16        17    return loadmat(file_path, squeeze_me=True, struct_as_record=False)18            19class RangeExtractTestCase(unittest.TestCase):20    def test_3routes(self):21        mat_file = load_data_file('inputs_before_3routes.mat')22        mat_file = mat_file['Inputs']23        24        comp = RangeExtract()25        comp.RVector = mat_file.RVector26        comp.distance = np.array([2000, 1500, 1000])27        28        comp.execute()29        print comp.ind30        31        self.assertTrue(np.allclose(comp.ind, np.array([80, 1782, 674]) - 1))32        33    def test_11routes(self):34        mat_file = load_data_file('inputs_before_11routes.mat')35        mat_file = mat_file['Inputs']36        37        comp = RangeExtract()38        comp.RVector = mat_file.RVector39        comp.distance = np.array([40            162,753,974,1094,41            1357,1455,2169,2249,42            2269,2337,2350])43        comp.execute()44        self.assertTrue(np.allclose(comp.ind, np.array([45            394,1598,410,2042,46            615,742,427,1501,47            1308,414,1317]) - 1))48        49    def test_31routes(self):50        mat_file = load_data_file('inputs_before_31routes.mat')51        mat_file = mat_file['Inputs']52        53        comp = RangeExtract()54        comp.RVector = mat_file.RVector55        comp.distance = np.array([56            113,174,289,303,57            324,331,342,375,58            407,427,484,486,59            531,543,550,570,60            594,609,622,680,61            747,758,760,823,62            837,991,1098,1231,63            1407,1570,1626])64        comp.execute()65        self.assertTrue(np.allclose(comp.ind, np.array([66            1483,1045,1944,1856,67            754,1463,1718,948,68            416,1801,1795,225,69            845,919,840,1746,70            1739,1797,1947,1987,71            1429,1802,2060,1897,72            1410,1241,971,1399,73            1597,2028,1433]) - 1))74        75class InitializationTestCase(unittest.TestCase):76        77    def test_init_3routes(self):78        inputs = load_data_file('inputs_before_3routes.mat')79        inputs = inputs['Inputs']80        81        constants = load_data_file('constants_before_3routes.mat')82        constants = constants['Constants']83        84        comp = Initialization()85        comp.ac_ind = np.array([9, 10]) - 186        comp.distance = np.array([2000, 1500, 1000])87        comp.DVector = np.array([[1,2,3],[300, 700, 200]]).T88        comp.ACNum = np.array([6,4])89        comp.RVector_in = inputs.RVector90        comp.AvailPax_in = inputs.AvailPax91        comp.route_ind = np.array([80,1782,674]) - 192        comp.MH_in = constants.MH93        94        comp.execute()95        96        inputs = load_data_file('inputs_after_3routes.mat')97        inputs = inputs['Inputs']98        99        constants = load_data_file('constants_after_3routes.mat')100        constants = constants['Constants']101        102        self.assertTrue(np.allclose(comp.RVector_out, inputs.RVector))103        self.assertTrue(np.allclose(comp.AvailPax_out, inputs.AvailPax))104        self.assertTrue(np.allclose(comp.TurnAround, inputs.TurnAround))105        self.assertTrue(np.allclose(comp.J, 3))106        self.assertTrue(np.allclose(comp.K, 2))107        self.assertTrue(np.allclose(comp.Lim, inputs.Lim))108        109    def test_init_11routes(self):110        inputs = load_data_file('inputs_before_3routes.mat')111        inputs = inputs['Inputs']112        113        constants = load_data_file('constants_before_3routes.mat')114        constants = constants['Constants']115        116        comp = Initialization()117        comp.ac_ind = np.array([9, 10]) - 1118        comp.distance = np.array([119            162,753,974,1094,120            1357,1455,2169,2249,121            2269,2337,2350])122        comp.DVector = np.array([123            np.arange(1,12),[124                41,1009,89,661,125                1041,358,146,97,126                447,194,263]]).T127        comp.ACNum = np.array([12,8])128        comp.RVector_in = inputs.RVector129        comp.AvailPax_in = inputs.AvailPax130        comp.route_ind = np.array([131            394,1598,410,2042,132            615,742,427,1501,133            1308,414,1317]) - 1134        comp.MH_in = constants.MH135        136        print repr(comp.DVector)137        comp.execute()138        139        inputs = load_data_file('inputs_after_11routes.mat')140        inputs = inputs['Inputs']141        142        constants = load_data_file('constants_after_11routes.mat')143        constants = constants['Constants']144        145        self.assertTrue(np.allclose(comp.RVector_out, inputs.RVector))146        self.assertTrue(np.allclose(comp.AvailPax_out, inputs.AvailPax))147        self.assertTrue(np.allclose(comp.TurnAround, inputs.TurnAround))148        self.assertTrue(np.allclose(comp.J, 11))149        self.assertTrue(np.allclose(comp.K, 2))150        self.assertTrue(np.allclose(comp.Lim, inputs.Lim))151        152    def test_init_31routes(self):153        inputs = load_data_file('inputs_before_31routes.mat')154        inputs = inputs['Inputs']155        156        constants = load_data_file('constants_before_31routes.mat')157        constants = constants['Constants']158        159        comp = Initialization()160        comp.ac_ind = np.array([6,10,4,9,3,8]) - 1161        comp.distance = np.array([162            113,174,289,303,163            324,331,342,375,164            407,427,484,486,165            531,543,550,570,166            594,609,622,680,167            747,758,760,823,168            837,991,1098,1231,169            1407,1570,1626])170        comp.DVector = np.array([171            np.arange(1,32),[172                99,80,51,184,173                263,169,158,135,174                284,184,92,132,175                754,150,238,264,176                365,749,234,50,177                101,124,175,221,178                258,105,112,129,179                506,134,266]]).T180        comp.ACNum = np.array([1,7,2,8,19,1])181        comp.RVector_in = inputs.RVector182        comp.AvailPax_in = inputs.AvailPax183        comp.route_ind = np.array([184            1483,1045,1944,1856,185            754,1463,1718,948,186            416,1801,1795,225,187            845,919,840,1746,188            1739,1797,1947,1987,189            1429,1802,2060,1897,190            1410,1241,971,1399,191            1597,2028,1433]) - 1192            193        comp.MH_in = constants.MH194        195        comp.execute()196        197        inputs = load_data_file('inputs_after_31routes.mat')198        inputs = inputs['Inputs']199        200        constants = load_data_file('constants_after_31routes.mat')201        constants = constants['Constants']202        203        self.assertTrue(np.allclose(comp.RVector_out, inputs.RVector))204        self.assertTrue(np.allclose(comp.AvailPax_out, inputs.AvailPax))205        self.assertTrue(np.allclose(comp.TurnAround, inputs.TurnAround))206        self.assertTrue(np.allclose(comp.J, 31))207        self.assertTrue(np.allclose(comp.K, 6))208        self.assertTrue(np.allclose(comp.Lim, inputs.Lim))209        210class ArrayFilterTestCase(unittest.TestCase):211    def test_3routes(self):212        outputs_before = load_data_file('outputs_before_3routes.mat')213        outputs_before = outputs_before['Outputs']214        215        coefficients_before = load_data_file('coefficients_before_3routes.mat')216        coefficients_before = coefficients_before['Coefficients'] 217        218        outputs_after = load_data_file('outputs_after_3routes.mat')219        outputs_after = outputs_after['Outputs']220        221        coefficients_after = load_data_file('coefficients_after_3routes.mat')222        coefficients_after = coefficients_after['Coefficients'] 223        224        comp = ArrayFilter()225        comp.route_ind = np.array([80,1782,674]) - 1226        comp.ac_ind = np.array([9,10]) - 1227        228        #TicketPrice229        comp.original = outputs_before.TicketPrice230        comp.execute()231        232        print comp.filtered233        print outputs_after.TicketPrice234        self.assertTrue(np.allclose(comp.filtered, outputs_after.TicketPrice))235        236        #Fuelburn237        comp.original = coefficients_before.Fuelburn238        comp.execute()239        self.assertTrue(np.allclose(comp.filtered, coefficients_after.Fuelburn))240        241        #Doc242        comp.original = coefficients_before.Doc243        comp.execute()244        self.assertTrue(np.allclose(comp.filtered, coefficients_after.Doc))245        246        #Nox247        comp.original = coefficients_before.Nox248        comp.execute()249        self.assertTrue(np.allclose(comp.filtered, coefficients_after.Nox))250        251        #BlockTime252        comp.original = coefficients_before.BlockTime253        comp.execute()254        self.assertTrue(np.allclose(comp.filtered, coefficients_after.BlockTime))255        256    def test_11routes(self):257        outputs_before = load_data_file('outputs_before_11routes.mat')258        outputs_before = outputs_before['Outputs']259        260        coefficients_before = load_data_file('coefficients_before_11routes.mat')261        coefficients_before = coefficients_before['Coefficients'] 262        263        outputs_after = load_data_file('outputs_after_11routes.mat')264        outputs_after = outputs_after['Outputs']265        266        coefficients_after = load_data_file('coefficients_after_11routes.mat')267        coefficients_after = coefficients_after['Coefficients'] 268        269        comp = ArrayFilter()270        comp.route_ind = np.array([271            394,1598,410,2042,272            615,742,427,1501,273            1308,414,1317]) - 1274        comp.ac_ind = np.array([9,10]) - 1275        276        #TicketPrice277        comp.original = outputs_before.TicketPrice278        comp.execute()279        self.assertTrue(np.allclose(comp.filtered, outputs_after.TicketPrice))280        281        #Fuelburn282        comp.original = coefficients_before.Fuelburn283        comp.execute()284        self.assertTrue(np.allclose(comp.filtered, coefficients_after.Fuelburn))285        286        #Doc287        comp.original = coefficients_before.Doc288        comp.execute()289        self.assertTrue(np.allclose(comp.filtered, coefficients_after.Doc))290        291        #Nox292        comp.original = coefficients_before.Nox293        comp.execute()294        self.assertTrue(np.allclose(comp.filtered, coefficients_after.Nox))295        296        #BlockTime297        comp.original = coefficients_before.BlockTime298        comp.execute()299        self.assertTrue(np.allclose(comp.filtered, coefficients_after.BlockTime))300        301    def test_31routes(self):302        outputs_before = load_data_file('outputs_before_31routes.mat')303        outputs_before = outputs_before['Outputs']304        305        coefficients_before = load_data_file('coefficients_before_31routes.mat')306        coefficients_before = coefficients_before['Coefficients'] 307        308        outputs_after = load_data_file('outputs_after_31routes.mat')309        outputs_after = outputs_after['Outputs']310        311        coefficients_after = load_data_file('coefficients_after_31routes.mat')312        coefficients_after = coefficients_after['Coefficients'] 313        314        comp = ArrayFilter()315        comp.route_ind = np.array([316            1483,1045,1944,1856,317            754,1463,1718,948,318            416,1801,1795,225,319            845,919,840,1746,320            1739,1797,1947,1987,321            1429,1802,2060,1897,322            1410,1241,971,1399,323            1597,2028,1433]) - 1324        comp.ac_ind = np.array([6,10,4,9,3,8]) - 1325        326        #TicketPrice327        comp.original = outputs_before.TicketPrice328        comp.execute()329        self.assertTrue(np.allclose(comp.filtered, outputs_after.TicketPrice))330        331        #Fuelburn332        comp.original = coefficients_before.Fuelburn333        comp.execute()334        self.assertTrue(np.allclose(comp.filtered, coefficients_after.Fuelburn))335        336        #Doc337        comp.original = coefficients_before.Doc338        comp.execute()339        self.assertTrue(np.allclose(comp.filtered, coefficients_after.Doc))340        341        #Nox342        comp.original = coefficients_before.Nox343        comp.execute()344        self.assertTrue(np.allclose(comp.filtered, coefficients_after.Nox))345        346        #BlockTime347        comp.original = coefficients_before.BlockTime348        comp.execute()349        self.assertTrue(np.allclose(comp.filtered, coefficients_after.BlockTime))350    351class MaxTripTestCase(unittest.TestCase):352    353    def test_3routes(self):354        inputs_after = load_data_file('inputs_after_3routes.mat')355        inputs_after = inputs_after['Inputs']356        357        coefficients_after = load_data_file('coefficients_after_3routes.mat')358        coefficients_after = coefficients_after['Coefficients']359        360        constants_after = load_data_file('constants_after_3routes.mat')361        constants_after = constants_after['Constants']362        363        comp = MaxTrip_3Routes()364        comp.J = 3365        comp.K = 2366        comp.ACNum = inputs_after.ACNum367        comp.BlockTime = coefficients_after.BlockTime368        comp.MH = constants_after.MH369        comp.TurnAround = inputs_after.TurnAround370        371        comp.execute()372        373        self.assertTrue(np.allclose(comp.MaxTrip, inputs_after.MaxTrip))374        375    def test_11routes(self):376        inputs_after = load_data_file('inputs_after_11routes.mat')377        inputs_after = inputs_after['Inputs']378        379        coefficients_after = load_data_file('coefficients_after_11routes.mat')380        coefficients_after = coefficients_after['Coefficients']381        382        constants_after = load_data_file('constants_after_11routes.mat')383        constants_after = constants_after['Constants']384        385        comp = MaxTrip_11Routes()386        comp.J = 11387        comp.K = 2388        comp.ACNum = inputs_after.ACNum389        comp.BlockTime = coefficients_after.BlockTime390        comp.MH = constants_after.MH391        comp.TurnAround = inputs_after.TurnAround392        393        comp.execute()394        395        print comp.MaxTrip396        print inputs_after.MaxTrip397        398        self.assertTrue(np.allclose(comp.MaxTrip, inputs_after.MaxTrip))399        400    def test_31routes(self):401        inputs_after = load_data_file('inputs_after_31routes.mat')402        inputs_after = inputs_after['Inputs']403        404        coefficients_after = load_data_file('coefficients_after_31routes.mat')405        coefficients_after = coefficients_after['Coefficients']406        407        constants_after = load_data_file('constants_after_31routes.mat')408        constants_after = constants_after['Constants']409        410        comp = MaxTrip_31Routes()411        comp.J = 31412        comp.K = 6413        comp.ACNum = inputs_after.ACNum414        comp.BlockTime = coefficients_after.BlockTime415        comp.MH = constants_after.MH416        comp.TurnAround = inputs_after.TurnAround417        418        comp.execute()419        420        self.assertTrue(np.allclose(comp.MaxTrip, inputs_after.MaxTrip))421    ...

test_JobBrowserBFF_validation.py

Source:test_JobBrowserBFF_validation.py

...4import unittest5import os6import json7class ValidationTests(TestBase):8    def load_data_file(self, method_name, outcome_type, data_type, file_name):9        data_path = os.path.join(os.path.dirname(__file__), '..', '..', 'data',10                                 'methods', method_name, outcome_type, data_type, file_name)11        with open(data_path) as fin:12            return json.load(fin)13    def get_data_files(self, method_name, outcome_type, data_type):14        dir_path = os.path.join(os.path.dirname(__file__), '..', '..', 'data',15                                'methods', method_name, outcome_type, data_type)16        dirs = []17        for file_name in os.listdir(dir_path):18            dirs.append(file_name)19        return dirs20    # Uncomment to skip this test21    @unittest.skip("skipped test_query_jobs_validate_params_happy")22    def test_query_jobs_validate_params_happy(self):23        try:24            validation = Validation(load_schemas=True)25            method_names = [26                'query_jobs', 'get_jobs', 'get_job_log',27                'cancel_job'28            ]29            for method_name in method_names:30                sample_files = self.get_data_files(method_name, 'happy', 'params')31                for sample_file in sample_files:32                    data = self.load_data_file(method_name, 'happy', 'params', sample_file)33                    validation.validate_params(method_name, data)34        except Exception as ex:35            self.assert_no_exception(ex)36            return37    # Uncomment to skip this test38    # @unittest.skip("skipped test_get_jobs_validate_result_happy")39    def test_get_jobs_validate_result_happy(self):40        try:41            validation = Validation(load_schemas=True)42            method_names = [43                'get_jobs', 'query_jobs', 'get_job_log',44                'cancel_job', 'get_client_groups',45                'get_job_states', 'get_job_types', 'get_log_levels',46                'get_searchable_job_fields'47            ]48            for method_name in method_names:49                sample_files = self.get_data_files(method_name, 'happy', 'result')50                for sample_file in sample_files:51                    data = self.load_data_file(method_name, 'happy', 'result', sample_file)52                    validation.validate_result(method_name, data)53        except Exception as ex:54            self.assert_no_exception(ex)...

test_sensor_data_file.py

Source:test_sensor_data_file.py

...6from mat.header import Header7from mat.sensor_data_file import NoDataError8class TestSensorDataFile(TestCase):9    def test_create_lid(self):10        data_file = load_data_file(reference_file('test.lid'))11        assert isinstance(data_file, LidDataFile)12    def test_create_bad_file(self):13        with self.assertRaises(WrongFileTypeError):14            load_data_file(reference_file('test.xyz'))15    def test_n_pages_lid(self):16        data_file = load_data_file(reference_file('test.lid'))17        assert data_file.n_pages() == 118    def test_load_page_twice(self):19        data_file = load_data_file(reference_file('test.lid'))20        data_file.page(0)21        data_file.page(0)22    def test_load_calibration_twice(self):23        data_file = load_data_file(reference_file('test.lid'))24        cal = data_file.calibration()25        cal = data_file.calibration()26        assert type(cal) == V3Calibration27    def test_load_header(self):28        data_file = load_data_file(reference_file('test.lid'))29        header = data_file.header()30        header = data_file.header()31        header.parse_header()32        assert type(header) == Header33    def test_seconds_per_page_partial_page(self):34        data_file = load_data_file(reference_file('test.lid'))35        data_file.seconds_per_page()36    def test_read_nonexistent_page(self):37        data_file = load_data_file(reference_file('test.lid'))38        with self.assertRaises(ValueError):39            data_file.page(3)40    def test_mhs_wrong_place(self):41        with self.assertRaises(ValueError):42            load_data_file(reference_file('mhs_wrong_place.lid'))43    def test_no_data_in_lid_file(self):44        with self.assertRaises(NoDataError):...

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