How to use the orion.core.evc.adapters function in orion

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github Epistimio / orion / tests / unittests / core / evc / test_conflicts.py View on Github external
def test_try_resolve(self, cli_conflict):
        """Verify that resolution is achievable with valid cli change-type input"""
        assert not cli_conflict.is_resolved
        resolution = cli_conflict.try_resolve(evc.adapters.CommandLineChange.UNSURE)
        assert isinstance(resolution, cli_conflict.CommandLineResolution)
        assert cli_conflict.is_resolved
        assert resolution.conflict is cli_conflict
        assert resolution.type == evc.adapters.CommandLineChange.UNSURE
github Epistimio / orion / tests / unittests / core / evc / test_resolutions.py View on Github external
def test_adapters(self, change_dimension_resolution):
        """Verify adapters with old and new priors"""
        name = "changed"
        old_prior = "uniform(-10, 10)"
        new_prior = "normal(0, 2)"
        resolution_adapters = change_dimension_resolution.get_adapters()
        assert len(resolution_adapters) == 1
        assert (resolution_adapters[0].configuration ==
                adapters.DimensionPriorChange(name, old_prior, new_prior).configuration)
github Epistimio / orion / tests / unittests / core / evc / test_conflicts.py View on Github external
def test_try_resolve(self, code_conflict):
        """Verify that resolution is achievable with valid code change-type input"""
        assert not code_conflict.is_resolved
        resolution = code_conflict.try_resolve(evc.adapters.CodeChange.UNSURE)
        assert isinstance(resolution, code_conflict.CodeResolution)
        assert code_conflict.is_resolved
        assert resolution.conflict is code_conflict
        assert resolution.type == evc.adapters.CodeChange.UNSURE
github Epistimio / orion / tests / unittests / core / evc / test_resolutions.py View on Github external
def test_adapters_with_default(self, missing_dimension_conflict):
        """Verify adapters with default value"""
        param = {'name': 'missing', 'type': 'real', 'value': 1.2}
        resolution = missing_dimension_conflict.RemoveDimensionResolution(
            missing_dimension_conflict, default_value=1.2)
        resolution_adapters = resolution.get_adapters()
        assert len(resolution_adapters) == 1
        assert (resolution_adapters[0].configuration ==
                adapters.DimensionDeletion(param).configuration)
github Epistimio / orion / tests / unittests / core / evc / test_resolutions.py View on Github external
def code_resolution(code_conflict):
    """Create a resolution for a code conflict"""
    return code_conflict.CodeResolution(code_conflict, adapters.CodeChange.BREAK)
github Epistimio / orion / tests / unittests / core / evc / test_conflicts.py View on Github external
def test_try_resolve(self, config_conflict):
        """Verify that resolution is achievable with valid config change-type input"""
        assert not config_conflict.is_resolved
        resolution = config_conflict.try_resolve(evc.adapters.ScriptConfigChange.UNSURE)
        assert isinstance(resolution, config_conflict.ScriptConfigResolution)
        assert config_conflict.is_resolved
        assert resolution.conflict is config_conflict
        assert resolution.type == evc.adapters.ScriptConfigChange.UNSURE
github Epistimio / orion / tests / unittests / core / test_branch_config.py View on Github external
def test_adapter_add_changed(self, parent_config, cl_config):
        """Test if a DimensionPriorChange is created when solving a new conflict"""
        cl_config['metadata']['user_args'] = ['-y~+uniform(0,1)']

        conflicts = detect_conflicts(parent_config, cl_config)
        branch_builder = ExperimentBranchBuilder(conflicts, {'manual_resolution': True})

        adapters = branch_builder.create_adapters().adapters

        assert len(conflicts.get_resolved()) == 2
        assert len(adapters) == 1
        assert isinstance(adapters[0], evc.adapters.DimensionPriorChange)
github Epistimio / orion / tests / unittests / core / evc / test_resolutions.py View on Github external
def test_adapters(self, algorithm_resolution):
        """Verify shallow adapters for algorithm change"""
        resolution_adapters = algorithm_resolution.get_adapters()
        assert len(resolution_adapters) == 1
        assert resolution_adapters[0].configuration == adapters.AlgorithmChange().configuration
github Epistimio / orion / tests / unittests / core / evc / test_resolutions.py View on Github external
def test_adapters_without_default(self, new_dimension_conflict):
        """Verify adapters without default values (filter everything out)"""
        param = {'name': 'new', 'type': 'real', 'value': Dimension.NO_DEFAULT_VALUE}
        resolution = new_dimension_conflict.AddDimensionResolution(new_dimension_conflict)
        resolution_adapters = resolution.get_adapters()
        assert len(resolution_adapters) == 1
        assert (resolution_adapters[0].configuration ==
                adapters.DimensionAddition(param).configuration)
github Epistimio / orion / src / orion / core / evc / conflicts.py View on Github external
def get_marked_arguments(self, conflicts):
        """Find and return marked arguments for cli change conflict

        .. seealso::

            :meth:`orion.core.evc.conflicts.Conflict.get_marked_arguments`

        """
        change_type = self.new_config.get(self.CommandLineResolution.namespace())

        if change_type:
            return dict(change_type=change_type)

        return dict(change_type=adapters.CommandLineChange.BREAK)