external node of binary tree - java

Hi
I have a question that I have written a code such a merge sort that we can have a binary decision tree for that .but when i want to merge those elements I do not need those external nodes that has just one element in it! so what should I do with them? I should return them?

I'd say you remove the parent because your tree at that point degrades to a list. If the action at the leaf depends on data at the parent then there's not much you can do unless you can merge actions into one.

Related

Split a tree in a forset using jgrapht

I have a tree represented with the library jgrapht, there are variuous type of nodes I need to cut any subtree starting from a particulare node type.
As you can see in this example, this tree represent a source code of a Java class. I need to create multiple jgrapht objects by splitting the main tree starting for each "Entry" node type. In total I should get 7 tree from this big one. The structure I use is a DirectedPseudograph.
Although I'm not 100% clear about what you want, it seems there are various solution approaches.
Starting from every outgoing neighbor of the root node, you could run a depth first search and record the nodes returned. The nodes reachable by the DFS algorithm belong to the same subtree. For this you can use the DepthFirstIterator
You could create a subgraph without the root node, for instance by using the AsSubgraph class. You can then invoke the ConnectivityInspector on the resulting induced subgraph. Since every subtree is a disconnected graph component, the connectivity inspector will be able to find each of these components.
Btw, unless you need the capabilities of a Pseudograph, for performance it would be better to use the SimpleDirectedGraph. Obviously, the latter does not allow parallel edges or self-loops.

Creating a graph in java

I want to create a program that creates a graph (to be specific a program graph), which stores values at nodes and also stores what other nodes each individual nodes are connected to.
I am thinking of doing this using linked list. Is this the right way to go about it? Any other advice would be greatly appreciated.
For the most part it's a good idea to model your graph with an adjacency list. There are probably existing frameworks to do this, but if you're interested in the representation as an exercise, you generally want two things. First, a HashMap containing all of your nodes, the node label for your node can be the key, the node itself is the value.
The Java API documents HashMaps here.
In each node object, you'll want a list of nodes that are adjacent to that node. This is best done with an ArrayList, which is documented here.
Here's how it might be organized.
import java.util.Hashmap;
import java.util.ArrayList;
class Node {
String label;
ArrayList<Node> adjacencyList;
}
HashMap<String, Node> graph = new HashMap<String, Node>();
Most algorithms you'd want to run on a graph will run well on this representation.
What you are looking for seems to be a TreeNode API.
Actually there is a nice one inside the swing package which is already present in Java SE the default implementation being: javax.swing.tree.DefaultMutableTreeNode.
It can be used outside of a Swing application and provide a very standard TreeNode model.
You will find every thing to fit your need: getChildren(), getParent(), setUserObject()... etc and every recursive method for crawling and searching over the nodes tree.
The good news is you will earn the ability to write a JTree UI in a few minutes!
You can write your own graph object or use something like Jung.

Given a large tree structure, is there an efficient algorithm to do querying or filtering on the tree?

Let's say I wanted all nodes whose parent(s) matched some certain condition.
Is there an accepted way of doing this other than inspecting each node and building a results object full of either nodes or subtrees?
If the tree is not in already sorted or indexed based on the search condition in some way, then you cannot prune the tree traversal (i.e. you cannot decide to not take the right child at some particular node, for instance). Therefore, you have no choice but to traverse the entire tree.
That's pretty much it. You simply have to access each node to see whether it matches the criteria.
But there are some ways to speed it up:
Use an index. If you are repeatedly querying the same property, it might be beneficial to create an index on that property and use for searching. This could speed up your code immensely. Doing is not free though: you need to calculate the index up front, update it every time you update the tree and you need more memory to keep it.
If you have a multi-core machine, you can process individual subtrees in parallel by using separate threads.

Quadtree Removal

I am writing a removal method for a quad tree.
Now when you remove an item in a node, you will need to check its siblings to see if you need to collapse the nodes and merge them into one.
For checking the siblings, should I store a pointer to the parent node, or is there a way to do this recursively and better?
Thanks
For removal in a quadtree you'll need to basically do the following:
Find the object's leaf, then remove it from that list (the node that contains the leaves)
Check if the removal of the leaf leaves the node empty, if it does, then remove the node itself.
Check if the surrounding nodes are empty as well, and if so, collapse this node into the parent by "unsubdividing" (this can get recursively tricky to do). The trick is to just check if the adjacent nodes have anything in them. If not, you're safe to throw the whole quadrant away and step up one level. Doing this recursively will collapse the tree back up to where an adjacent node with a leaf exists.
After step 1, you're basically done. If you want to save memory and keep the tree efficient then you should do steps 2 and 3.
And yes, you should retain a parent node reference to made reverse traversal efficient.

Java TreeNode: How to prevent getChildCount from doing expensive operation?

I'm writing a Java Tree in which tree nodes could have children that take a long time to compute (in this case, it's a file system, where there may be network timeouts that prevent getting a list of files from an attached drive).
The problem I'm finding is this:
getChildCount() is called before the user specifically requests opening a particular branch of the tree. I believe this is done so the JTree knows whether to show a + icon next to the node.
An accurate count of children from getChildCount() would need to perform the potentially expensive operation
If I fake the value of getChildCount(), the tree only allocates space for that many child nodes before asking for an enumeration of the children. (If I return '1', I'll only see 1 child listed, despite that there are more)
The enumeration of the children can be expensive and time-consuming, I'm okay with that. But I'm not okay with getChildCount() needing to know the exact number of children.
Any way I can work around this?
Added: The other problem is that if one of the nodes represents a floppy drive (how archaic!), the drive will be polled before the user asks for its files; if there's no disk in the drive, this results in a system error.
Update: Unfortunately, implementing the TreeWillExpand listener isn't the solution. That can allow you to veto an expansion, but the number of nodes shown is still restricted by the value returned by TreeNode.getChildCount().
http://java.sun.com/docs/books/tutorial/uiswing/components/tree.html#data
scroll a little down, there is the exact tutorial on how to create lazy loading nodes for the jtree, complete with examples and documentation
I'm not sure if it's entirely applicable, but I recently worked around problems with a slow tree by pre-computing the answers to methods that would normally require going through the list of children. I only recompute them when children are added or removed or updated. In my case, some of the methods would have had to go recursively down the tree to figure out things like 'how many bytes are stored' for each node.
If you need a lot of access to a particular feature of your data structure that is expensive to compute, it may make sense to pre-compute it.
In the case of TreeNodes, this means that your TreeNodes would have to store their Child count. To explain it a bit more in detail: when you create a node n0 this node has a childcount (cc) of 0. When you add a node n1 as a child of this one, you n1.cc + cc++.
The tricky bit is the remove operation. You have to keep backlinks to parents and go up the hierarchy to subtract the cc of your current node.
In case you just want to have the a hasChildren feature for your nodes or override getChildCount, a boolean might be enough and would not force you to go up the whole hierarchy in case of removal. Or you could remove the backlinks and just say that you lose precision on remove operations. The TreeNode interface actually doesn't force you to provide a remove operation, but you probably want one anyway.
Well, that's the deal. In order to come up with precomputed precise values, you will have to keep backlinks of some sorts. If you don't you'd better call your method hasHadChildren or the more amusing isVirgin.
There are a few parts to the solution:
Like Lorenzo Boccaccia said, use the TreeWillExpandListener
Also, need to call nodesWereInserted on the tree, so the proper number of nodes will be displayed. See this code
I have determined that if you don't know the child count, TreeNode.getChildCount() needs to return at least 1 (it can't return 0)

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