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How to use add_class method in autotest

Best Python code snippet using autotest_python

road_signs_old_with_many_class.py

Source: road_signs_old_with_many_class.py

...72        dataset_dir: Root directory of the dataset.73        subset: Subset to load: train or val74        """75        # Add classes. We have only one class to add.76        # self.add_class("road_signs", 1, "road_sign")77        # self.add_class("road_signs", 2, "error")78        # self.add_class("road_signs", 3, "3")79        # self.add_class("road_signs", 4, "4")80        self.add_class("road_signs", 1, "1.1")81        self.add_class("road_signs", 2, "1.11")82        self.add_class("road_signs", 3, "1.12")83        self.add_class("road_signs", 4, "1.13")84        self.add_class("road_signs", 5, "1.19")85        self.add_class("road_signs", 6, "1.2")86        self.add_class("road_signs", 7, "1.20")87        self.add_class("road_signs", 8, "1.22")88        self.add_class("road_signs", 9, "1.23.1")89        self.add_class("road_signs", 10, "1.24")90        self.add_class("road_signs", 11, "1.25")91        self.add_class("road_signs", 12, "1.26")92        self.add_class("road_signs", 13, "1.27")93        self.add_class("road_signs", 14, "1.28")94        self.add_class("road_signs", 15, "1.29")95        self.add_class("road_signs", 16, "1.30")96        self.add_class("road_signs", 17, "1.3.1")97        self.add_class("road_signs", 18, "1.32")98        self.add_class("road_signs", 19, "1.33")99        self.add_class("road_signs", 20, "1.34")100        self.add_class("road_signs", 21, "1.37")101        self.add_class("road_signs", 22, "1.39")102        self.add_class("road_signs", 23, "1.4.1")103        self.add_class("road_signs", 24, "1.4.2")104        self.add_class("road_signs", 25, "1.4.3")105        self.add_class("road_signs", 26, "1.5.2")106        self.add_class("road_signs", 27, "1.5.3")107        self.add_class("road_signs", 28, "1.6")108        self.add_class("road_signs", 29, "1.7")109        self.add_class("road_signs", 30, "2.1")110        self.add_class("road_signs", 31, "2.2")111        self.add_class("road_signs", 32, "2.3")112        self.add_class("road_signs", 33, "2.4")113        self.add_class("road_signs", 34, "2.5")114        self.add_class("road_signs", 35, "2.6")115        self.add_class("road_signs", 36, "3.1")116        self.add_class("road_signs", 37, "3.12")117        self.add_class("road_signs", 38, "3.14")118        self.add_class("road_signs", 39, "3.15")119        self.add_class("road_signs", 40, "3.18")120        self.add_class("road_signs", 41, "3.2")121        self.add_class("road_signs", 42, "3.21")122        self.add_class("road_signs", 43, "3.22")123        self.add_class("road_signs", 44, "3.23")124        self.add_class("road_signs", 45, "3.24")125        self.add_class("road_signs", 46, "3.27")126        self.add_class("road_signs", 47, "3.29")127        self.add_class("road_signs", 48, "3.3")128        self.add_class("road_signs", 49, "3.30")129        self.add_class("road_signs", 50, "3.31")130        self.add_class("road_signs", 51, "3.32")131        self.add_class("road_signs", 52, "3.33")132        self.add_class("road_signs", 53, "3.34")133        self.add_class("road_signs", 54, "3.35")134        self.add_class("road_signs", 55, "3.36")135        self.add_class("road_signs", 56, "3.37")136        self.add_class("road_signs", 57, "3.38")137        self.add_class("road_signs", 58, "3.39")138        self.add_class("road_signs", 59, "3.4")139        self.add_class("road_signs", 60, "3.41")140        self.add_class("road_signs", 61, "3.42")141        self.add_class("road_signs", 62, "3.9")142        self.add_class("road_signs", 63, "4.1")143        self.add_class("road_signs", 64, "4.10")144        self.add_class("road_signs", 65, "4.11")145        self.add_class("road_signs", 66, "4.12")146        self.add_class("road_signs", 67, "4.13")147        self.add_class("road_signs", 68, "4.14")148        self.add_class("road_signs", 69, "4.2")149        self.add_class("road_signs", 70, "4.21")150        self.add_class("road_signs", 71, "4.22")151        self.add_class("road_signs", 72, "4.3")152        self.add_class("road_signs", 73, "4.4")153        self.add_class("road_signs", 74, "4.5")154        self.add_class("road_signs", 75, "4.6")155        self.add_class("road_signs", 76, "4.7")156        self.add_class("road_signs", 77, "4.8")157        self.add_class("road_signs", 78, "4.9")158        self.add_class("road_signs", 79, "5.10.1")159        self.add_class("road_signs", 80, "5.10.2")160        self.add_class("road_signs", 81, "5.10.3")161        self.add_class("road_signs", 82, "5.11")162        self.add_class("road_signs", 83, "5.12")163        self.add_class("road_signs", 84, "5.16")164        self.add_class("road_signs", 85, "5.17.1")165        self.add_class("road_signs", 86, "5.17.2")166        self.add_class("road_signs", 87, "5.18")167        self.add_class("road_signs", 88, "5.19")168        self.add_class("road_signs", 89, "5.20.1")169        self.add_class("road_signs", 90, "5.20.3")170        self.add_class("road_signs", 91, "5.21.1")171        self.add_class("road_signs", 92, "5.21.2")172        self.add_class("road_signs", 93, "5.26")173        self.add_class("road_signs", 94, "5.27")174        self.add_class("road_signs", 95, "5.29.1")175        self.add_class("road_signs", 96, "5.29.2")176        self.add_class("road_signs", 97, "5.29.3")177        self.add_class("road_signs", 98, "5.30")178        self.add_class("road_signs", 99, "5.31")179        self.add_class("road_signs", 100, "5.32")180        self.add_class("road_signs", 101, "5.33")181        self.add_class("road_signs", 102, "5.35.1")182        self.add_class("road_signs", 103, "5.35.2")183        self.add_class("road_signs", 104, "5.36.1")184        self.add_class("road_signs", 105, "5.36.2")185        self.add_class("road_signs", 106, "5.37.1")186        self.add_class("road_signs", 107, "5.37.2")187        self.add_class("road_signs", 108, "5.38")188        self.add_class("road_signs", 109, "5.39")189        self.add_class("road_signs", 110, "5.40")190        self.add_class("road_signs", 111, "5.41.1")191        self.add_class("road_signs", 112, "5.41.2")192        self.add_class("road_signs", 113, "5.42.1")193        self.add_class("road_signs", 114, "5.42.2")194        self.add_class("road_signs", 115, "5.43.1")195        self.add_class("road_signs", 116, "5.43.2")196        self.add_class("road_signs", 117, "5.5")197        self.add_class("road_signs", 118, "5.54")198        self.add_class("road_signs", 119, "5.6")199        self.add_class("road_signs", 120, "5.60")200        self.add_class("road_signs", 121, "5.62")201        self.add_class("road_signs", 122, "5.64")202        self.add_class("road_signs", 123, "5.70")203        self.add_class("road_signs", 124, "5.7.1")204        self.add_class("road_signs", 125, "5.7.2")205        self.add_class("road_signs", 126, "6.1")206        self.add_class("road_signs", 127, "6.11")207        self.add_class("road_signs", 128, "6.16")208        self.add_class("road_signs", 129, "6.5")209        self.add_class("road_signs", 130, "6.6")210        self.add_class("road_signs", 131, "6.7.1")211        self.add_class("road_signs", 132, "6.7.2")212        self.add_class("road_signs", 133, "6.8")213        self.add_class("road_signs", 134, "7.1.1")214        self.add_class("road_signs", 135, "7.12")215        self.add_class("road_signs", 136, "7.13")216        self.add_class("road_signs", 137, "7.1.3")217        self.add_class("road_signs", 138, "7.14")218        self.add_class("road_signs", 139, "7.1.4")219        self.add_class("road_signs", 140, "7.16")220        self.add_class("road_signs", 141, "7.17")221        self.add_class("road_signs", 142, "7.18")222        self.add_class("road_signs", 143, "7.2.1")223        self.add_class("road_signs", 144, "7.2.2")224        self.add_class("road_signs", 145, "7.2.3")225        self.add_class("road_signs", 146, "7.2.4")226        self.add_class("road_signs", 147, "7.2.5")227        self.add_class("road_signs", 148, "7.2.6")228        self.add_class("road_signs", 149, "7.3.1")229        self.add_class("road_signs", 150, "7.3.2")230        self.add_class("road_signs", 151, "7.3.3")231        self.add_class("road_signs", 152, "7.4.1")232        self.add_class("road_signs", 153, "7.4.4")233        self.add_class("road_signs", 154, "7.4.6")234        self.add_class("road_signs", 155, "7.4.7")235        self.add_class("road_signs", 156, "7.5.1")236        self.add_class("road_signs", 157, "7.5.4")237        self.add_class("road_signs", 158, "7.5.6")238        self.add_class("road_signs", 159, "7.5.7")239        self.add_class("road_signs", 160, "7.6.1")240        self.add_class("road_signs", 161, "7.6.2")241        self.add_class("road_signs", 162, "7.6.3")242        self.add_class("road_signs", 163, "7.6.4")243        self.add_class("road_signs", 164, "7.6.5")244        self.add_class("road_signs", 165, "7.6.6")245        self.add_class("road_signs", 166, "7.8")246        self.add_class("road_signs", 167, "7.9")247        self.add_class("road_signs", 168, "TIP")248        # Train or validation dataset?249        assert subset in ["train", "val"]250        dataset_dir = os.path.join(dataset_dir, subset)251        # Load annotations252        # VGG Image Annotator saves each image in the form:253        # { 'filename': '28503151_5b5b7ec140_b.jpg',254        #   'regions': {255        #       '0': {256        #           'region_attributes': {},257        #           'shape_attributes': {258        #               'all_points_x': [...],259        #               'all_points_y': [...],260        #               'name': 'polygon'}},261        #       ... more regions ......

restricted_imagenet_madry.py

Source: restricted_imagenet_madry.py

...19    # convert the label id into folder name20    for i in definition:21        folder_list.append(classes[i])22    return folder_list23def add_class(name, definition):24    definition = id_2_foldername(definition)25    # if the class folder didn't exist, create one26    dest_dir = args.rst_root+'/train/'+name27    if not os.path.exists(dest_dir):28        os.makedirs(dest_dir)29    for i in definition:30        src_dir = args.ori_train+'/'+i31        copy_tree(src_dir, dest_dir)32    dest_dir = args.rst_root+'/val/'+name33    if not os.path.exists(dest_dir):34        os.makedirs(dest_dir)35    for i in definition:36        src_dir = args.ori_val+'/'+i37        copy_tree(src_dir, dest_dir)38# restricted imagenet based on Madry balance restricted imagenet (14 classes)39def main():40    if not os.path.exists(args.rst_root):41        os.makedirs(args.rst_root)42    if args.n_class != 10 and args.n_class != 14 and args.n_class != 20:43        print('config not supported')44        return45    if args.n_class >= 10:46        add_class('birds', list(range(10,14+1)))47        add_class('turtles', list(range(33,37+1)))48        add_class('lizards', list(range(42,46+1)))49        add_class('spiders', list(range(72,76+1)))50        add_class('crabs', list(range(118,122+1)))51        add_class('dogs', list(range(205,209+1)))52        add_class('beetles', list(range(302,306+1)))53        add_class('butterflies', list(range(322,326+1)))54        add_class('fish', list(range(393,397+1)))55        add_class('fungus', list(range(992,996+1)))56    if args.n_class >= 14:57        add_class('monkeys', list(range(371,374+1)))58        add_class('snake', list(range(60,64+1)))59        add_class('cats', list(range(281,285+1)))60        add_class('bigcats', list(range(289,293+1)))61    if args.n_class >= 20:62        add_class('musical-instrument', [402,420,486,546,594])63        add_class('sportsball', [429,430,768,805,890])64        add_class('cars-trucks', [609,656,717,734,817])65        add_class('train', [466,547,565,820,829])66        add_class('clothing', [617,834,869,841,474])67        add_class('boat', [403,510,554,625,628])68if __name__ == "__main__":...

wsgi_application.py

Source: wsgi_application.py

...18from slog.dispatcher import Id, Doc, Static, Attachment19logging.basicConfig(level=logging.INFO)20application = WsgiApplication(human_debug_output=True)21# Linear search: put most used at beginning of list!22application.add_class(r'^/?$', Home)23application.add_class(r'^/search$', Search)24application.add_class(r'^/static/(?P<filename>[^/]+)$', Static)25application.add_class(r'^/attachment/(?P<id>[a-f0-9]{32,32})/(?P<filename>[^/]+)$', Attachment)26application.add_class(r'^/accounts$', Accounts)27application.add_class(r'^/account/(?P<name>[^/]+)$', Account)28application.add_class(r'^/account/?$', AccountCreate)29application.add_class(r'^/protocols$', Protocols)30application.add_class(r'^/protocol/(?P<name>[^/]+)$', Protocol)31application.add_class(r'^/protocol/?$', ProtocolCreate)32application.add_class(r'^/projects$', Projects)33application.add_class(r'^/project/(?P<name>[^/]+)$', Project)34application.add_class(r'^/project/?$', ProjectCreate)35application.add_class(r'^/sample/(?P<name>[^/]+)$', Sample)36application.add_class(r'^/sample/?$', SampleCreate)37application.add_class(r'^/samples$', Samples)38application.add_class(r'^/workset/(?P<name>[^/]+)$', Workset)39application.add_class(r'^/workset/?$', WorksetCreate)40application.add_class(r'^/worksets$', Worksets)41application.add_class(r'^/instruments$', Instruments)42application.add_class(r'^/instrument/(?P<name>[^/]+)$', Instrument)43application.add_class(r'^/instrument/?$', InstrumentCreate)44application.add_class(r'^/tasks$', Tasks)45application.add_class(r'^/task/(?P<name>[^/]+)$', Task)46application.add_class(r'^/task/?$', TaskCreate)47application.add_class(r'^/tool/(?P<name>[^/]+)$', ToolDispatcher)48application.add_class(r'^/id/(?P<id>[a-f0-9]{32,32})$', Id)...

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