Adding a Tree class for constructing trees in Cytoscape

dash_cytoscape/__init__.py

@@ -9,6 +9,7 @@
 # noinspection PyUnresolvedReferences
 from ._imports_ import *
 from ._imports_ import __all__
+from . import utils
 
 
 if not hasattr(_dash, 'development'):

dash_cytoscape/utils/Tree.py

@@ -0,0 +1,157 @@
+from collections import deque
+
+
+class Tree(object):
+    def __init__(self, node_id, children=None, data=None, edge_data=None):
+        """
+        A class to facilitate tree manipulation in Cytoscape.
+        :param node_id: The ID of this tree, passed to the node data dict
+        :param children: The children of this tree, also Tree objects
+        :param data: Dictionary passed to this tree's node data dict
+        :param edge_data: Dictionary passed to the data dict of the edge connecting this tree to its
+        parent
+        """
+        if not children:
+            children = []
+        if not data:
+            data = {}
+        if not edge_data:
+            edge_data = {}
+
+        self.node_id = node_id
+        self.children = children
+        self.data = data
+        self.edge_data = edge_data
+        self.index = {}
+
+    def _dfs(self, search_id):
+        if self.node_id == search_id:
+            return self
+        elif self.is_leaf():
+            return None
+        else:
+            for child in self.children:
+                result = child.dfs()
+                if result:
+                    return result
+
+            return None
+
+    def _bfs(self, search_id):
+        stack = deque([self])
+
+        while stack:
+            tree = stack.popleft()
+
+            if tree.node_id == search_id:
+                return tree
+
+            if not tree.is_leaf():
+                for child in tree.children:
+                    stack.append(child)
+
+        return None
+
+    def is_leaf(self):
+        """
+        :return: If the Tree is a leaf or not
+        """
+        return not self.children
+
+    def add_child(self, child):
+        """
+        Add a single child to the children of a Tree.
+        :param child: Tree object
+        """
+        self.children.append(child)
+
+    def add_children(self, children):
+        """
+        Add a list of children to the current children of a Tree.
+        :param children: List of Tree objects
+        """
+        self.children.extend(children)
+
+    def get_edges(self):
+        """
+        Get all the edges of the tree in Cytoscape JSON format.
+        :return: List of dictionaries, each specifying an edge
+        """
+        edges = [
+            {
+                'data': {
+                    'source': self.node_id,
+                    'target': child.node_id,
+                    **self.edge_data
+                }
+            }
+            for child in self.children
+        ]
+
+        for child in self.children:
+            edges.extend(child.get_edges())
+
+        return edges
+
+    def get_nodes(self):
+        """
+        Get all the nodes of the tree in Cytoscape JSON format.
+        :return: List of dictionaries, each specifying a node
+        """
+        nodes = [
+            {
+                'data': {
+                    'id': self.node_id,
+                    **self.data
+                }
+            }
+        ]
+
+        for child in self.children:
+            nodes.extend(child.get_nodes())
+
+        return nodes
+
+    def get_elements(self):
+        """
+        Get all the elements of the tree in Cytoscape JSON format.
+        :return: List of dictionaries, each specifying an element
+        """
+        return self.get_nodes() + self.get_edges()
+
+    def find_by_id(self, search_id, method='bfs'):
+        """
+        Find a Tree object by its ID.
+        :param search_id: the queried ID
+        :param method: Which traversal method to use. Either "bfs" or "dfs"
+        :return: Tree object if found, None otherwise
+        """
+        method = method.lower()
+
+        if method == 'bfs':
+            return self._bfs(search_id)
+        elif method == 'dfs':
+            return self._dfs(search_id)
+        else:
+            raise ValueError('Unknown traversal method')
+
+    def create_index(self):
+        """
+        Generate the index of a Tree, and set it in place. If there was a previous index, it is
+        erased. This uses a BFS traversal. Please note that when a child is added to the tree,
+        the index is not regenerated. Furthermore, an index assigned to a parent cannot be
+        accessed by its children, and vice-versa.
+        :return: Dictionary mapping node_id to Tree object
+        """
+        stack = deque([self])
+        self.index = {}
+
+        while stack:
+            tree = stack.popleft()
+            self.index[tree.node_id] = tree
+
+            if not tree.is_leaf():
+                for child in tree.children:
+                    stack.append(child)
+
+        return self.index

dash_cytoscape/utils/__init__.py

@@ -0,0 +1 @@
+from .Tree import Tree

demos/usage-dag-edges.py

@@ -3,6 +3,7 @@
 import dash_core_components as dcc
 import dash_html_components as html
 
+from dash_cytoscape.utils import Tree
 import dash_cytoscape as cyto
 
 import demos.dash_reusable_components as drc
@@ -16,28 +17,22 @@ def flatten(z):
 server = app.server
 
 # Define a tree in the adjacency list format
-adj_dict = {
-    'root': ['l', 'r'],
-    'l': ['ll', 'lr'],
-    'r': ['rl', 'rr'],
-    'll': ['lll', 'llr'],
-    'rr': ['rrl', 'rrr']
-}
-
-# Flatten values, then only keep the unique entries
-node_ids = list(set(flatten(adj_dict.values()))) + ['root']
-
-nodes = [{'data': {'id': node_id}} for node_id in node_ids]
-edges = flatten([
-    [
-        {'data': {'source': src, 'target': tar}}
-        for tar in adj_dict[src]
-    ]
-    for src in adj_dict
+tree = Tree('a', [
+    Tree('b', [
+        Tree('c'),
+        Tree('d')
+    ]),
+    Tree('e', [
+        Tree('g')
+    ]),
+    Tree('f'),
+    Tree('h', [
+        Tree('i', [
+            Tree('j')
+        ])
+    ])
 ])
 
-elements = nodes + edges
-
 # Start the app
 app.layout = html.Div([
     dcc.Dropdown(
@@ -56,10 +51,10 @@ def flatten(z):
     ),
     cyto.Cytoscape(
         id='cytoscape',
-        elements=elements,
+        elements=tree.get_elements(),
         layout={
             'name': 'breadthfirst',
-            'roots': ['root']
+            'roots': ['a']
         },
         style={
             'height': '95vh',