How to use create_model method in localstack

Best Python code snippet using localstack_python

0002_data.py

Source:0002_data.py

1from django.db import migrations2from core.models import Hour, Minute, Timing3def create_model(model):4    model.save()5    return model6def init_data(apps, schema_editor):7    # Hour8    hour_0 = create_model(Hour(title="00", hour=0))9    hour_1 = create_model(Hour(title="01", hour=1))10    hour_2 = create_model(Hour(title="02", hour=1))11    hour_3 = create_model(Hour(title="03", hour=1))12    hour_4 = create_model(Hour(title="04", hour=1))13    hour_5 = create_model(Hour(title="05", hour=1))14    hour_6 = create_model(Hour(title="06", hour=1))15    hour_7 = create_model(Hour(title="07", hour=1))16    hour_8 = create_model(Hour(title="08", hour=1))17    hour_9 = create_model(Hour(title="09", hour=1))18    hour_10 = create_model(Hour(title="10", hour=1))19    hour_11 = create_model(Hour(title="11", hour=1))20    hour_12 = create_model(Hour(title="12", hour=1))21    hour_13 = create_model(Hour(title="13", hour=1))22    hour_14 = create_model(Hour(title="14", hour=1))23    hour_15 = create_model(Hour(title="15", hour=1))24    hour_16 = create_model(Hour(title="16", hour=1))25    hour_17 = create_model(Hour(title="17", hour=1))26    hour_18 = create_model(Hour(title="18", hour=1))27    hour_19 = create_model(Hour(title="19", hour=1))28    hour_20 = create_model(Hour(title="20", hour=1))29    hour_21 = create_model(Hour(title="21", hour=1))30    hour_22 = create_model(Hour(title="22", hour=1))31    hour_23 = create_model(Hour(title="23", hour=1))32    # Minute33    minute_0 = create_model(Minute(title="00", minute=0))34    minute_1 = create_model(Minute(title="01", minute=1))35    minute_2 = create_model(Minute(title="02", minute=2))36    minute_3 = create_model(Minute(title="03", minute=3))37    minute_4 = create_model(Minute(title="04", minute=4))38    minute_5 = create_model(Minute(title="05", minute=5))39    minute_6 = create_model(Minute(title="06", minute=6))40    minute_7 = create_model(Minute(title="07", minute=7))41    minute_8 = create_model(Minute(title="08", minute=8))42    minute_9 = create_model(Minute(title="09", minute=9))43    minute_10 = create_model(Minute(title="10", minute=10))44    minute_11 = create_model(Minute(title="11", minute=11))45    minute_12 = create_model(Minute(title="12", minute=12))46    minute_13 = create_model(Minute(title="13", minute=13))47    minute_14 = create_model(Minute(title="14", minute=14))48    minute_15 = create_model(Minute(title="15", minute=15))49    minute_16 = create_model(Minute(title="16", minute=16))50    minute_17 = create_model(Minute(title="17", minute=17))51    minute_18 = create_model(Minute(title="18", minute=18))52    minute_19 = create_model(Minute(title="19", minute=19))53    minute_20 = create_model(Minute(title="20", minute=20))54    minute_21 = create_model(Minute(title="21", minute=21))55    minute_22 = create_model(Minute(title="22", minute=22))56    minute_23 = create_model(Minute(title="23", minute=23))57    minute_24 = create_model(Minute(title="24", minute=24))58    minute_25 = create_model(Minute(title="25", minute=25))59    minute_26 = create_model(Minute(title="26", minute=26))60    minute_27 = create_model(Minute(title="27", minute=27))61    minute_28 = create_model(Minute(title="28", minute=28))62    minute_29 = create_model(Minute(title="29", minute=29))63    minute_30 = create_model(Minute(title="30", minute=30))64    minute_31 = create_model(Minute(title="31", minute=31))65    minute_32 = create_model(Minute(title="32", minute=32))66    minute_33 = create_model(Minute(title="33", minute=33))67    minute_34 = create_model(Minute(title="34", minute=34))68    minute_35 = create_model(Minute(title="35", minute=35))69    minute_36 = create_model(Minute(title="36", minute=36))70    minute_37 = create_model(Minute(title="37", minute=37))71    minute_38 = create_model(Minute(title="38", minute=38))72    minute_39 = create_model(Minute(title="39", minute=39))73    minute_40 = create_model(Minute(title="40", minute=40))74    minute_41 = create_model(Minute(title="41", minute=41))75    minute_42 = create_model(Minute(title="42", minute=42))76    minute_43 = create_model(Minute(title="43", minute=43))77    minute_44 = create_model(Minute(title="44", minute=44))78    minute_45 = create_model(Minute(title="45", minute=45))79    minute_46 = create_model(Minute(title="46", minute=46))80    minute_47 = create_model(Minute(title="47", minute=47))81    minute_48 = create_model(Minute(title="48", minute=48))82    minute_49 = create_model(Minute(title="49", minute=49))83    minute_50 = create_model(Minute(title="50", minute=50))84    minute_51 = create_model(Minute(title="51", minute=51))85    minute_52 = create_model(Minute(title="52", minute=52))86    minute_53 = create_model(Minute(title="53", minute=53))87    minute_54 = create_model(Minute(title="54", minute=54))88    minute_55 = create_model(Minute(title="55", minute=55))89    minute_56 = create_model(Minute(title="56", minute=56))90    minute_57 = create_model(Minute(title="57", minute=57))91    minute_58 = create_model(Minute(title="58", minute=58))92    minute_59 = create_model(Minute(title="59", minute=59))93    # Timing94    timing_5 = create_model(Timing(title='5 Ð¼Ð¸Ð½ÑÑ', minutes=5))95    timing_10 = create_model(Timing(title='10 Ð¼Ð¸Ð½ÑÑ', minutes=10))96    timing_15 = create_model(Timing(title='15 Ð¼Ð¸Ð½ÑÑ', minutes=15))97    timing_30 = create_model(Timing(title='30 Ð¼Ð¸Ð½ÑÑ', minutes=30))98    timing_45 = create_model(Timing(title='45 Ð¼Ð¸Ð½ÑÑ', minutes=45))99    timing_60 = create_model(Timing(title='1 ÑÐ°Ñ', minutes=60))100    timing_120 = create_model(Timing(title='2 ÑÐ°ÑÐ°', minutes=120))101    timing_180 = create_model(Timing(title='3 ÑÐ°ÑÐ°', minutes=180))102    timing_360 = create_model(Timing(title='6 ÑÐ°ÑÐ¾Ð²', minutes=360))103    timing_720 = create_model(Timing(title='12 ÑÐ°ÑÐ¾Ð²', minutes=720))104    timing_1440 = create_model(Timing(title='1 Ð´ÐµÐ½Ñ', minutes=1440))105class Migration(migrations.Migration):106    dependencies = [107        ('core', '0002_minute')108    ]109    operations = [110        migrations.RunPython(init_data),...

checkpoint.py

Source:checkpoint.py

...7from mamba_core.utils.model_serialization import load_state_dict8from tempfile import TemporaryDirectory9from torch import nn10class TestCheckpointer(unittest.TestCase):11    def create_model(self):12        return nn.Sequential(nn.Linear(2, 3), nn.Linear(3, 1))13    def create_complex_model(self):14        m = nn.Module()15        m.block1 = nn.Module()16        m.block1.layer1 = nn.Linear(2, 3)17        m.layer2 = nn.Linear(3, 2)18        m.res = nn.Module()19        m.res.layer2 = nn.Linear(3, 2)20        state_dict = OrderedDict()21        state_dict["layer1.weight"] = torch.rand(3, 2)22        state_dict["layer1.bias"] = torch.rand(3)23        state_dict["layer2.weight"] = torch.rand(2, 3)24        state_dict["layer2.bias"] = torch.rand(2)25        state_dict["res.layer2.weight"] = torch.rand(2, 3)26        state_dict["res.layer2.bias"] = torch.rand(2)27        return m, state_dict28    def test_from_last_checkpoint_model(self):29        # test that loading works even if they differ by a prefix30        for trained_model, fresh_model in [31            (self.create_model(), self.create_model()),32            (nn.DataParallel(self.create_model()), self.create_model()),33            (self.create_model(), nn.DataParallel(self.create_model())),34            (35                nn.DataParallel(self.create_model()),36                nn.DataParallel(self.create_model()),37            ),38        ]:39            with TemporaryDirectory() as f:40                checkpointer = Checkpointer(41                    trained_model, save_dir=f, save_to_disk=True42                )43                checkpointer.save("checkpoint_file")44                # in the same folder45                fresh_checkpointer = Checkpointer(fresh_model, save_dir=f)46                self.assertTrue(fresh_checkpointer.has_checkpoint())47                self.assertEqual(48                    fresh_checkpointer.get_checkpoint_file(),49                    os.path.join(f, "checkpoint_file.pth"),50                )51                _ = fresh_checkpointer.load()52            for trained_p, loaded_p in zip(53                trained_model.parameters(), fresh_model.parameters()54            ):55                # different tensor references56                self.assertFalse(id(trained_p) == id(loaded_p))57                # same content58                self.assertTrue(trained_p.equal(loaded_p))59    def test_from_name_file_model(self):60        # test that loading works even if they differ by a prefix61        for trained_model, fresh_model in [62            (self.create_model(), self.create_model()),63            (nn.DataParallel(self.create_model()), self.create_model()),64            (self.create_model(), nn.DataParallel(self.create_model())),65            (66                nn.DataParallel(self.create_model()),67                nn.DataParallel(self.create_model()),68            ),69        ]:70            with TemporaryDirectory() as f:71                checkpointer = Checkpointer(72                    trained_model, save_dir=f, save_to_disk=True73                )74                checkpointer.save("checkpoint_file")75                # on different folders76                with TemporaryDirectory() as g:77                    fresh_checkpointer = Checkpointer(fresh_model, save_dir=g)78                    self.assertFalse(fresh_checkpointer.has_checkpoint())79                    self.assertEqual(fresh_checkpointer.get_checkpoint_file(), "")80                    _ = fresh_checkpointer.load(os.path.join(f, "checkpoint_file.pth"))81            for trained_p, loaded_p in zip(...

Automation Testing Tutorials

Learn to execute automation testing from scratch with LambdaTest Learning Hub. Right from setting up the prerequisites to run your first automation test, to following best practices and diving deeper into advanced test scenarios. LambdaTest Learning Hubs compile a list of step-by-step guides to help you be proficient with different test automation frameworks i.e. Selenium, Cypress, TestNG etc.