h2o-py/h2o/utils/typechecks.py
def _check_type(var, vtype):
    """
    Return True if the variable is of the specified type, and False otherwise.

    :param var: variable to check
    :param vtype: expected variable's type
    """
    if vtype is None:
        return var is None
    if isinstance(vtype, _primitive_type):
        return var == vtype
    if vtype is str:
        return isinstance(var, _str_type)
    if vtype is int:
        return isinstance(var, _int_type)
    if vtype is numeric:
        return isinstance(var, _num_type)
    if isinstance(vtype, MagicType):
        return vtype.check(var)
    if isinstance(vtype, type):
        # ``vtype`` is a name of the class, or a built-in type such as "list", "tuple", etc
        return isinstance(var, vtype)
    if isinstance(vtype, list):
        # ``vtype`` is a list literal
        elem_type = U(*vtype)
        return isinstance(var, list) and all(_check_type(item, elem_type) for item in var)
    if isinstance(vtype, set):
        # ``vtype`` is a set literal
        elem_type = U(*vtype)
        return isinstance(var, set) and all(_check_type(item, elem_type) for item in var)
    if isinstance(vtype, tuple):
        # ``vtype`` is a tuple literal
        return (isinstance(var, tuple) and len(vtype) == len(var) and
                all(_check_type(var[i], vtype[i]) for i in range(len(vtype))))
    if isinstance(vtype, dict):
        # ``vtype`` is a dict literal
        ttkv = U(*viewitems(vtype))
        return isinstance(var, dict) and all(_check_type(kv, ttkv) for kv in viewitems(var))
    if isinstance(vtype, (FunctionType, BuiltinFunctionType)):
        return vtype(var)
    raise RuntimeError("Ivalid type %r in _check_type()" % vtype)
def _check_type(var, vtype):
    """
    Return True if the variable is of the specified type, and False otherwise.

    :param var: variable to check
    :param vtype: expected variable's type
    """
    if vtype is None:
        return var is None
    if isinstance(vtype, _primitive_type):
        return var == vtype
    if vtype is str:
        return isinstance(var, _str_type)
    if vtype is int:
        return isinstance(var, _int_type)
    if vtype is numeric:
        return isinstance(var, _num_type)
    if isinstance(vtype, MagicType):
        return vtype.check(var)
    if isinstance(vtype, type):
        # ``vtype`` is a name of the class, or a built-in type such as "list", "tuple", etc
        return isinstance(var, vtype)
    if isinstance(vtype, list):
        # ``vtype`` is a list literal
        elem_type = U(*vtype)
        return isinstance(var, list) and all(_check_type(item, elem_type) for item in var)
    if isinstance(vtype, set):
        # ``vtype`` is a set literal
        elem_type = U(*vtype)
        return isinstance(var, set) and all(_check_type(item, elem_type) for item in var)
    if isinstance(vtype, tuple):
        # ``vtype`` is a tuple literal
        return (isinstance(var, tuple) and len(vtype) == len(var) and
                all(_check_type(var[i], vtype[i]) for i in range(len(vtype))))
    if isinstance(vtype, dict):
        # ``vtype`` is a dict literal
        ttkv = U(*viewitems(vtype))
        return isinstance(var, dict) and all(_check_type(kv, ttkv) for kv in viewitems(var))
    if isinstance(vtype, (FunctionType, BuiltinFunctionType)):
        return vtype(var)
    raise RuntimeError("Ivalid type %r in _check_type()" % vtype)
Return True if the variable is of the specified type, and False otherwise.

    :param var: variable to check
    :param vtype: expected variable's type