Questions tagged [patricia-trie]

Patricia trees are a term for a specialised kind of Radix tree. A radix tree is a space-optimized trie data structure where each node with only one child is merged with its child. This means every internal node has at least two children. Unlike in regular trees, edges can be labeled with sequences of characters as well as single characters. This makes them much more efficient for small sets and for sets of strings that share long prefixes.

According to the Wikipedia article on Radix trees

Donald R. Morrison first described what he called "Patricia trees" in 1968; the name comes from the acronym PATRICIA, which stands for "Practical Algorithm To Retrieve Information Coded In Alphanumeric". Gernot Gwehenberger independently invented and described the data structure at about the same time.


The formal specification for PATRICIA, located in the Journal of ACM Volume 15 Issue 4, Oct. 1968 Pages 514-534 specifies a group of algorithms that produce a tree with very specific requirements. Some examples of those requirements, taken from this document are as follows:

... it was decided that the alphabet should be restricted to a binary one. A theorem which strongly influenced this decision is one which, in another form, is due to Euler. The theorem states that if the alphabet is binary, then the number of branches is exactly one less than the number of ends. Corollaries state that as the library grows, each new end brings into the library with it exactly one new branch, and each branch has exactly two exits. These facts are very useful in the allocation of storage for the index. They imply that the total storage required is completely determined by the number of ends, and all of the storage required will actually be used.

In summary:

  • A PATRICIA data structure has the same structure as a binary tree.
  • There are no 'internal nodes'; "the total storage required is completely determined by the number of ends".
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How is a Patricia tree node deleted?

How do you delete a node from Patricia? By Patricia I specifically mean the radix two tree that has nodes pointing back up in the tree to end the search.
Daniel
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Dart Implementation for Patricia/Radix-Tree

I am writing a flutter app. For this I have to cache some places and want to search for names. For this purpose, I would like to use a radix trie. I have searched for implementations under dart, but I have not found anything useful. Did anyone know…
Dagobert
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how to retrieve value in each keyup function using this code for trie structure?

how can i use keyup function for this function to retrieve the value? if i press "m" all the values of m will show and if i press s all the values of "s" will show below. Thanks
rai
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what is the easy way to make suffix from this js code?

Note the code below shows the array in the console, not in the snippet output var nodes = ["maria", "mary", "marks", "michael"]; function insert_word(split_nodes) { var rest = []; for (var i = 0; i < split_nodes.length; i++) { …
rai
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Extending trie to higher number of leaves

I have to make a dictionary using tries, the number of letters in the alphabet will increase from 26 to 120, and hence the numb er of leaf nodes will increase exponentially. What optimisations can I use so that my lookup, insertion and deletion time…
user2851669
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How to store lots of longitudes/latitudes on an Android device

I am looking into writing an Android app that has a database of approximately 2000 longitudes and latitudes which are effectively hard coded. I assume that once my app is installed, I can put this information into the SQLite database, but how should…
Rich
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Uses of (non-compressed) Trie

I'm studying various "prefix-lookup" data structures, such as Tries and Radix Tries (Patricia Tries). At this point, I have a solid understanding of both tries and radix tries, as well as a good understanding of their use cases. However, one…
Siler
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Patricia/radix trees and ipv4 addresses

Is there a document that will help me understand how ipv4 addresses are inserted into the patricia/radix trees? I am confused around calculating mask length and if the mask length is for the complete address or one octet in the address. Any…
user1060517
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A Trie to A Patricia Trie

I'm trying to write a simple search engine which uses trie(a node contains just one character) data structure to find the words. And when it gets the "compress" command from user, the trie should turn into a form of a patricia trie.(a node contains…
sha1
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Confusion regarding PATRICIA

According to points 3 and 4 of libstdc++ documentation, PATRICIA tries have two types of nodes: A (PATRICIA) trie is similar to a tree, but with the following differences: It explicitly views keys as a sequence of elements. E.g., a trie can view…
autistic
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