Added make_root in DSU (#342)

Author: Smit-create

pydatastructs/miscellaneous_data_structures/disjoint_set.py

@@ -16,6 +16,9 @@ class DisjointSetForest(object):
     >>> dst.union(1, 2)
     >>> dst.find_root(2).key
     1
+    >>> dst.make_root(2)
+    >>> dst.find_root(2).key
+    2
 
     References
     ==========
@@ -74,3 +77,29 @@ def union(self, key1, key2):
 
             y_root.parent = x_root
             x_root.size += y_root.size
+
+    def make_root(self, key):
+        """
+        Finds the set to which the key belongs
+        and makes it as the root of the set.
+        """
+        if self.tree.get(key, None) is None:
+            raise KeyError("Invalid key, %s"%(key))
+
+        key_set = self.tree[key]
+        if key_set.parent is not key_set:
+            current_parent = key_set.parent
+            # Remove this key subtree size from all its ancestors
+            while current_parent.parent is not current_parent:
+                current_parent.size -= key_set.size
+                current_parent = current_parent.parent
+
+            all_set_size = current_parent.size # This is the root node
+            current_parent.size -= key_set.size
+
+            # Make parent of current root as key
+            current_parent.parent = key_set
+            # size of new root will be same as previous root's size
+            key_set.size = all_set_size
+            # Make parent of key as itself
+            key_set.parent = key_set

pydatastructs/miscellaneous_data_structures/tests/test_disjoint_set.py

@@ -21,3 +21,44 @@ def test_DisjointSetForest():
     assert raises(KeyError, lambda: dst.find_root(9))
     dst.union(3, 1)
     assert dst.find_root(3).key == 1
+    assert dst.find_root(5).key == 1
+    dst.make_root(6)
+    assert dst.find_root(3).key == 6
+    assert dst.find_root(5).key == 6
+    dst.make_root(5)
+    assert dst.find_root(1).key == 5
+    assert dst.find_root(5).key == 5
+    assert raises(KeyError, lambda: dst.make_root(9))
+
+    dst = DisjointSetForest()
+    for i in range(6):
+        dst.make_set(i)
+    assert dst.tree[2].size == 1
+    dst.union(2, 3)
+    assert dst.tree[2].size == 2
+    assert dst.tree[3].size == 1
+    dst.union(1, 4)
+    dst.union(2, 4)
+    # current tree
+    ###############
+    #       2
+    #      / \
+    #     1   3
+    #    /
+    #   4
+    ###############
+    assert dst.tree[2].size == 4
+    assert dst.tree[1].size == 2
+    assert dst.tree[3].size == dst.tree[4].size == 1
+    dst.make_root(4)
+    # New tree
+    ###############
+    #       4
+    #       |
+    #       2
+    #      / \
+    #     1   3
+    ###############
+    assert dst.tree[4].size == 4
+    assert dst.tree[2].size == 3
+    assert dst.tree[1].size == dst.tree[3].size == 1