import pytest
import torch
from custom_types import CustomModule

from todd import Config
from todd.base.registries import OptimizerRegistry, Registry, RegistryMeta


class Registry1(metaclass=RegistryMeta):
    pass


class Registry2(Registry1):
    pass


class Registry3(Registry2):
    pass


class Registry3_1(Registry2):
    pass


class TestRegistryMeta:

    def test_call(self) -> None:
        with pytest.raises(TypeError):
            Registry()

    def test_missing(self) -> None:
        key = 'custom_key'
        with pytest.raises(KeyError, match=key):
            Registry[key]

    def test_parse(self) -> None:
        registry, key = Registry1._parse('Registry2.Registry3.custom_key')
        assert registry is Registry3
        assert key == 'custom_key'

    def test_child(self) -> None:
        with pytest.raises(ValueError):
            Registry1.child('Registry1')
        with pytest.raises(ValueError):
            Registry1.child('Registry2.Registry2')

        class Registry3_1(Registry2):
            pass

        with pytest.raises(ValueError):
            Registry1.child('Registry2.Registry3_1')

    def test_build(self) -> None:
        with pytest.raises(KeyError):
            Registry.build(Config(type='custom_key'))


class TestOptimizerRegistry:

    def test_params(self, model: CustomModule) -> None:
        config = OptimizerRegistry.params(
            model,
            Config(params='conv.[^w]'),
        )
        assert len(config) == 1
        assert len(config['params']) == 1
        assert config['params'][0] is model.conv.bias

    def test_build(self, model: CustomModule) -> None:
        optimizer = OptimizerRegistry._build(
            Config(
                type='Adam',
                model=model,
            ),
        )
        assert isinstance(optimizer, torch.optim.Adam)
        assert set(optimizer.param_groups[0]['params']) == \
            set(model.parameters())

00e01bd52f99046297d09d1d3611623e87399633
<mask token>


class TestRegistryMeta:

    def test_call(self) ->None:
        with pytest.raises(TypeError):
            Registry()
    <mask token>
    <mask token>
    <mask token>

    def test_build(self) ->None:
        with pytest.raises(KeyError):
            Registry.build(Config(type='custom_key'))


class TestOptimizerRegistry:

    def test_params(self, model: CustomModule) ->None:
        config = OptimizerRegistry.params(model, Config(params='conv.[^w]'))
        assert len(config) == 1
        assert len(config['params']) == 1
        assert config['params'][0] is model.conv.bias

    def test_build(self, model: CustomModule) ->None:
        optimizer = OptimizerRegistry._build(Config(type='Adam', model=model))
        assert isinstance(optimizer, torch.optim.Adam)
        assert set(optimizer.param_groups[0]['params']) == set(model.
            parameters())

<mask token>


class TestRegistryMeta:

    def test_call(self) ->None:
        with pytest.raises(TypeError):
            Registry()
    <mask token>

    def test_parse(self) ->None:
        registry, key = Registry1._parse('Registry2.Registry3.custom_key')
        assert registry is Registry3
        assert key == 'custom_key'
    <mask token>

    def test_build(self) ->None:
        with pytest.raises(KeyError):
            Registry.build(Config(type='custom_key'))


class TestOptimizerRegistry:

    def test_params(self, model: CustomModule) ->None:
        config = OptimizerRegistry.params(model, Config(params='conv.[^w]'))
        assert len(config) == 1
        assert len(config['params']) == 1
        assert config['params'][0] is model.conv.bias

    def test_build(self, model: CustomModule) ->None:
        optimizer = OptimizerRegistry._build(Config(type='Adam', model=model))
        assert isinstance(optimizer, torch.optim.Adam)
        assert set(optimizer.param_groups[0]['params']) == set(model.
            parameters())

<mask token>


class TestRegistryMeta:

    def test_call(self) ->None:
        with pytest.raises(TypeError):
            Registry()

    def test_missing(self) ->None:
        key = 'custom_key'
        with pytest.raises(KeyError, match=key):
            Registry[key]

    def test_parse(self) ->None:
        registry, key = Registry1._parse('Registry2.Registry3.custom_key')
        assert registry is Registry3
        assert key == 'custom_key'

    def test_child(self) ->None:
        with pytest.raises(ValueError):
            Registry1.child('Registry1')
        with pytest.raises(ValueError):
            Registry1.child('Registry2.Registry2')


        class Registry3_1(Registry2):
            pass
        with pytest.raises(ValueError):
            Registry1.child('Registry2.Registry3_1')

    def test_build(self) ->None:
        with pytest.raises(KeyError):
            Registry.build(Config(type='custom_key'))


class TestOptimizerRegistry:

    def test_params(self, model: CustomModule) ->None:
        config = OptimizerRegistry.params(model, Config(params='conv.[^w]'))
        assert len(config) == 1
        assert len(config['params']) == 1
        assert config['params'][0] is model.conv.bias

    def test_build(self, model: CustomModule) ->None:
        optimizer = OptimizerRegistry._build(Config(type='Adam', model=model))
        assert isinstance(optimizer, torch.optim.Adam)
        assert set(optimizer.param_groups[0]['params']) == set(model.
            parameters())

<mask token>


class Registry1(metaclass=RegistryMeta):
    pass


class Registry2(Registry1):
    pass


class Registry3(Registry2):
    pass


class Registry3_1(Registry2):
    pass


class TestRegistryMeta:

    def test_call(self) ->None:
        with pytest.raises(TypeError):
            Registry()

    def test_missing(self) ->None:
        key = 'custom_key'
        with pytest.raises(KeyError, match=key):
            Registry[key]

    def test_parse(self) ->None:
        registry, key = Registry1._parse('Registry2.Registry3.custom_key')
        assert registry is Registry3
        assert key == 'custom_key'

    def test_child(self) ->None:
        with pytest.raises(ValueError):
            Registry1.child('Registry1')
        with pytest.raises(ValueError):
            Registry1.child('Registry2.Registry2')


        class Registry3_1(Registry2):
            pass
        with pytest.raises(ValueError):
            Registry1.child('Registry2.Registry3_1')

    def test_build(self) ->None:
        with pytest.raises(KeyError):
            Registry.build(Config(type='custom_key'))


class TestOptimizerRegistry:

    def test_params(self, model: CustomModule) ->None:
        config = OptimizerRegistry.params(model, Config(params='conv.[^w]'))
        assert len(config) == 1
        assert len(config['params']) == 1
        assert config['params'][0] is model.conv.bias

    def test_build(self, model: CustomModule) ->None:
        optimizer = OptimizerRegistry._build(Config(type='Adam', model=model))
        assert isinstance(optimizer, torch.optim.Adam)
        assert set(optimizer.param_groups[0]['params']) == set(model.
            parameters())

import pytest
import torch
from custom_types import CustomModule

from todd import Config
from todd.base.registries import OptimizerRegistry, Registry, RegistryMeta


class Registry1(metaclass=RegistryMeta):
    pass


class Registry2(Registry1):
    pass


class Registry3(Registry2):
    pass


class Registry3_1(Registry2):
    pass


class TestRegistryMeta:

    def test_call(self) -> None:
        with pytest.raises(TypeError):
            Registry()

    def test_missing(self) -> None:
        key = 'custom_key'
        with pytest.raises(KeyError, match=key):
            Registry[key]

    def test_parse(self) -> None:
        registry, key = Registry1._parse('Registry2.Registry3.custom_key')
        assert registry is Registry3
        assert key == 'custom_key'

    def test_child(self) -> None:
        with pytest.raises(ValueError):
            Registry1.child('Registry1')
        with pytest.raises(ValueError):
            Registry1.child('Registry2.Registry2')

        class Registry3_1(Registry2):
            pass

        with pytest.raises(ValueError):
            Registry1.child('Registry2.Registry3_1')

    def test_build(self) -> None:
        with pytest.raises(KeyError):
            Registry.build(Config(type='custom_key'))


class TestOptimizerRegistry:

    def test_params(self, model: CustomModule) -> None:
        config = OptimizerRegistry.params(
            model,
            Config(params='conv.[^w]'),
        )
        assert len(config) == 1
        assert len(config['params']) == 1
        assert config['params'][0] is model.conv.bias

    def test_build(self, model: CustomModule) -> None:
        optimizer = OptimizerRegistry._build(
            Config(
                type='Adam',
                model=model,
            ),
        )
        assert isinstance(optimizer, torch.optim.Adam)
        assert set(optimizer.param_groups[0]['params']) == \
            set(model.parameters())
