.. _utils :: Utilities ========= Toolkit wrappers ---------------- The toolkit wrappers provide a simple uniform API for accessing minimal functionality of cheminformatics toolkits. These toolkit wrappers are generally used through a :class:`ToolkitRegistry`, which can be constructed with a desired precedence of toolkits: .. code-block:: python >>> from openforcefield.utils.toolkits import ToolkitRegistry, OpenEyeToolkitWrapper, RDKitToolkitWrapper, AmberToolsToolkitWrapper >>> toolkit_registry = ToolkitRegistry() >>> toolkit_precedence = [OpenEyeToolkitWrapper, RDKitToolkitWrapper, AmberToolsToolkitWrapper] >>> [ toolkit_registry.register_toolkit(toolkit) for toolkit in toolkit_precedence if toolkit.is_available() ] [None, None, None] The toolkit wrappers can then be accessed through the registry: .. code-block:: python >>> from openforcefield.utils.toolkits import GLOBAL_TOOLKIT_REGISTRY as toolkit_registry >>> from openforcefield.topology.molecule import Molecule >>> molecule = Molecule.from_smiles('Cc1ccccc1') >>> smiles = toolkit_registry.call('to_smiles', molecule) The order of toolkits, as specified in ``toolkit_precedence`` above, determines the order in which the called method is resolved, i.e. if the toolkit with highest precedence has a ``to_smiles`` method, that is the toolkit that will be called. If the toolkit with highest precedence does not have such a method, it is attempted with other toolkits until one is found. By default, if a toolkit with an appropriately-named method raises an exception of any type, then iteration over the registered toolkits stops and that exception is raised. To continue iteration if specific exceptions are encountered, customize this behavior using the optional ``raise_exception_types`` keyword argument to ``ToolkitRegistry.call``. If no registered toolkits have the method, a ValueError is raised, containing a message listing the registered toolkits and exceptions (if any) that were ignored. Alternatively, the global toolkit registry (which will attempt to register any available toolkits) can be used: .. code-block:: python >>> from openforcefield.utils.toolkits import GLOBAL_TOOLKIT_REGISTRY as toolkit_registry >>> len(toolkit_registry.registered_toolkits) 4 Individual toolkits can be registered or deregistered to control the backend that ToolkitRegistry calls resolve to. This can be useful for debugging and exploring subtley different behavior between toolkit wrappers. .. code-block:: python from openforcefield.utils.toolkits import OpenEyeToolkitWrapper, BuiltInToolkitWrapper from openforcefield.utils.toolkits import GLOBAL_TOOLKIT_REGISTRY as toolkit_registry toolkit_registry.deregister_toolkit(OpenEyeToolkitWrapper) toolkit_registry.register_toolkit(BuiltInToolkitWrapper) toolkit_registry.registered_toolkits For example, differences in ``to_smiles`` functionality between OpenEye toolkits and The RDKit can be explored by selecting which toolkit(s) are and are not registered. .. code-block:: python >>> from openforcefield.utils.toolkits import OpenEyeToolkitWrapper, GLOBAL_TOOLKIT_REGISTRY as toolkit_registry >>> from openforcefield.topology.molecule import Molecule >>> molecule = Molecule.from_smiles('Cc1ccccc1') >>> smiles_via_openeye = toolkit_registry.call('to_smiles', molecule) >>> print(smiles_via_openeye) [H]c1c(c(c(c(c1[H])[H])C([H])([H])[H])[H])[H] >>> toolkit_registry.deregister_toolkit(OpenEyeToolkitWrapper) >>> smiles_via_rdkit = toolkit_registry.call('to_smiles', molecule) >>> print(smiles_via_rdkit) [H][c]1[c]([H])[c]([H])[c]([C]([H])([H])[H])[c]([H])[c]1[H] .. currentmodule:: openforcefield.utils.toolkits .. autosummary:: :nosignatures: :toctree: api/generated/ ToolkitRegistry ToolkitWrapper OpenEyeToolkitWrapper RDKitToolkitWrapper AmberToolsToolkitWrapper Serialization support --------------------- .. currentmodule:: openforcefield.utils.serialization .. autosummary:: :nosignatures: :toctree: api/generated/ Serializable Miscellaneous utilities ----------------------- Miscellaneous utility functions. .. currentmodule:: openforcefield.utils.utils .. autosummary:: :nosignatures: :toctree: api/generated/ inherit_docstrings all_subclasses temporary_cd get_data_file_path convert_0_1_smirnoff_to_0_2 convert_0_2_smirnoff_to_0_3 get_molecule_parameterIDs