Source code for holoviews.core.tree

from . import util
from .pprint import PrettyPrinter

[docs]class AttrTree: """ An AttrTree offers convenient, multi-level attribute access for collections of objects. AttrTree objects may also be combined together using the update method or merge classmethod. Here is an example of adding a ViewableElement to an AttrTree and accessing it: >>> t = AttrTree() >>> t.Example.Path = 1 >>> t.Example.Path #doctest: +ELLIPSIS 1 """ _disabled_prefixes = [] # Underscore attributes that should be _sanitizer = util.sanitize_identifier
[docs] @classmethod def merge(cls, trees): """ Merge a collection of AttrTree objects. """ first = trees[0] for tree in trees: first.update(tree) return first
def __dir__(self): """ The _dir_mode may be set to 'default' or 'user' in which case only the child nodes added by the user are listed. """ dict_keys = self.__dict__.keys() if self.__dict__['_dir_mode'] == 'user': return self.__dict__['children'] else: return dir(type(self)) + list(dict_keys) def __init__(self, items=None, identifier=None, parent=None, dir_mode='default'): """ identifier: A string identifier for the current node (if any) parent: The parent node (if any) items: Items as (path, value) pairs to construct (sub)tree down to given leaf values. Note that the root node does not have a parent and does not require an identifier. """ self.__dict__['parent'] = parent self.__dict__['identifier'] = type(self)._sanitizer(identifier, escape=False) self.__dict__['children'] = [] self.__dict__['_fixed'] = False self.__dict__['_dir_mode'] = dir_mode # Either 'default' or 'user' fixed_error = 'No attribute %r in this AttrTree, and none can be added because fixed=True' self.__dict__['_fixed_error'] = fixed_error self.__dict__['data'] = {} items = items.items() if isinstance(items, dict) else items # Python 3 items = list(items) if items else items items = [] if not items else items for path, item in items: self.set_path(path, item) @property def root(self): root = self while root.parent is not None: root = root.parent return root @property def path(self): "Returns the path up to the root for the current node." if self.parent: return '.'.join([self.parent.path, str(self.identifier)]) else: return self.identifier if self.identifier else self.__class__.__name__ @property def fixed(self): "If fixed, no new paths can be created via attribute access" return self.__dict__['_fixed'] @fixed.setter def fixed(self, val): self.__dict__['_fixed'] = val
[docs] def update(self, other): """ Updated the contents of the current AttrTree with the contents of a second AttrTree. """ if not isinstance(other, AttrTree): raise Exception('Can only update with another AttrTree type.') fixed_status = (self.fixed, other.fixed) (self.fixed, other.fixed) = (False, False) for identifier, element in other.items(): if identifier not in self[identifier] = element else: self[identifier].update(element) (self.fixed, other.fixed) = fixed_status
[docs] def set_path(self, path, val): """ Set the given value at the supplied path where path is either a tuple of strings or a string in A.B.C format. """ path = tuple(path.split('.')) if isinstance(path , str) else tuple(path) disallowed = [p for p in path if not type(self)._sanitizer.allowable(p)] if any(disallowed): raise Exception("Attribute strings in path elements cannot be " "correctly escaped : %s" % ','.join(repr(el) for el in disallowed)) if len(path) > 1: attrtree = self.__getattr__(path[0]) attrtree.set_path(path[1:], val) else: self.__setattr__(path[0], val)
[docs] def filter(self, path_filters): """ Filters the loaded AttrTree using the supplied path_filters. """ if not path_filters: return self # Convert string path filters path_filters = [tuple(pf.split('.')) if not isinstance(pf, tuple) else pf for pf in path_filters] # Search for substring matches between paths and path filters new_attrtree = self.__class__() for path, item in if any([all([subpath in path for subpath in pf]) for pf in path_filters]): new_attrtree.set_path(path, item) return new_attrtree
def _propagate(self, path, val): """ Propagate the value up to the root node. """ if val == '_DELETE': if path in del[path] else: items = [(key, v) for key, v in if not all(k==p for k, p in zip(key, path))] = dict(items) else:[path] = val if self.parent is not None: self.parent._propagate((self.identifier,)+path, val) def __setitem__(self, identifier, val): """ Set a value at a child node with given identifier. If at a root node, multi-level path specifications is allowed (i.e. 'A.B.C' format or tuple format) in which case the behaviour matches that of set_path. """ if isinstance(identifier, str) and '.' not in identifier: self.__setattr__(identifier, val) elif isinstance(identifier, str) and self.parent is None: self.set_path(tuple(identifier.split('.')), val) elif isinstance(identifier, tuple) and self.parent is None: self.set_path(identifier, val) else: raise Exception("Multi-level item setting only allowed from root node.") def __getitem__(self, identifier): """ For a given non-root node, access a child element by identifier. If the node is a root node, you may also access elements using either tuple format or the 'A.B.C' string format. """ split_label = (tuple(identifier.split('.')) if isinstance(identifier, str) else tuple(identifier)) if len(split_label) == 1: identifier = split_label[0] if identifier in self.children: return self.__dict__[identifier] else: raise KeyError(identifier) path_item = self for identifier in split_label: path_item = path_item[identifier] return path_item def __delitem__(self, identifier): split_label = (tuple(identifier.split('.')) if isinstance(identifier, str) else tuple(identifier)) if len(split_label) == 1: identifier = split_label[0] if identifier in self.children: del self.__dict__[identifier] self.children.pop(self.children.index(identifier)) else: raise KeyError(identifier) self._propagate(split_label, '_DELETE') else: path_item = self for identifier in split_label[:-1]: path_item = path_item[identifier] del path_item[split_label[-1]] def __setattr__(self, identifier, val): # Getattr is skipped for root and first set of children shallow = (self.parent is None or self.parent.parent is None) if util.tree_attribute(identifier) and self.fixed and shallow: raise AttributeError(self._fixed_error % identifier) super().__setattr__(identifier, val) if util.tree_attribute(identifier): if identifier not in self.children: self.children.append(identifier) self._propagate((identifier,), val) def __getattr__(self, identifier): """ Access a identifier from the AttrTree or generate a new AttrTree with the chosen attribute path. """ try: return super().__getattr__(identifier) except AttributeError: pass # Attributes starting with __ get name mangled if identifier.startswith(('_' + type(self).__name__, '__')): raise AttributeError(f'Attribute {identifier} not found.') elif self.fixed==True: raise AttributeError(self._fixed_error % identifier) if not any(identifier.startswith(prefix) for prefix in type(self)._disabled_prefixes): sanitized = type(self)._sanitizer(identifier, escape=False) else: sanitized = identifier if sanitized in self.children: return self.__dict__[sanitized] if not sanitized.startswith('_') and util.tree_attribute(identifier): self.children.append(sanitized) dir_mode = self.__dict__['_dir_mode'] child_tree = self.__class__(identifier=sanitized, parent=self, dir_mode=dir_mode) self.__dict__[sanitized] = child_tree return child_tree else: raise AttributeError(f'{type(self).__name__!r} object has no attribute {identifier}.') def __iter__(self): return iter( def __contains__(self, name): return name in self.children or name in def __len__(self): return len(
[docs] def get(self, identifier, default=None): """Get a node of the AttrTree using its path string. Args: identifier: Path string of the node to return default: Value to return if no node is found Returns: The indexed node of the AttrTree """ split_label = (tuple(identifier.split('.')) if isinstance(identifier, str) else tuple(identifier)) if len(split_label) == 1: identifier = split_label[0] return self.__dict__.get(identifier, default) path_item = self for identifier in split_label: if path_item == default or path_item is None: return default path_item = path_item.get(identifier, default) return path_item
[docs] def keys(self): "Keys of nodes in the AttrTree" return list(
[docs] def items(self): "Keys and nodes of the AttrTree" return list(
[docs] def values(self): "Nodes of the AttrTree" return list(
[docs] def pop(self, identifier, default=None): """Pop a node of the AttrTree using its path string. Args: identifier: Path string of the node to return default: Value to return if no node is found Returns: The node that was removed from the AttrTree """ if identifier in self.children: item = self[identifier] self.__delitem__(identifier) return item else: return default
def __repr__(self): return PrettyPrinter.pprint(self)
__all__ = ['AttrTree']