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DoubleArrayTrie(DAT) support prefix search & exact search & multiple pattern match for python implemented by c++

Project description

## DoubleArrayTrie

DoubleArrayTrie(DAT) support prefix search & exact search & multiple pattern match for python implemented by c++

### What’s different

Now greedy search is supported: function search only returns the longest subsequence(greedy search) function maximum_search returns all subsequences

word: she sher shers he to_search: shers

search: {‘entities’: [{‘begin’: 0, ‘end’: 5, ‘entity’: ‘shers’}]}

maximum_search: {‘entities’: [{‘begin’: 0, ‘end’: 3, ‘entity’: ‘she’}, {‘begin’: 0, ‘end’: 4, ‘entity’: ‘sher’}, {‘begin’: 0, ‘end’: 5, ‘entity’: ‘shers’}, {‘begin’: 1, ‘end’: 3, ‘entity’: ‘he’}]}

### C++

#include “double_array_trie.h”

DoubleArrayTrie dat; // load from file dat.load_file(“test.txt”) // or add word dat.add_word(“he”) dat.add_word(“she”) // make base & check dat.make() // greedy_search vector<string> index_s = dat.search(“ushers”) // maximum_search vector<string> index_s = dat.maximum_search(“ushers”)

### Python

# install pip install pydat

# use dat = pydat.Dat() dat.load_file(“test.txt”) dat.add_word(“he”) dat.make() # search dat.search(“ushers”) # greedy_search dat.maximum_search(“ushers”)

### About DAT ![](https://linux.thai.net/~thep/datrie/double.gif)

Definition check[base[s] + c] = s base[s] + c = t

Reference: [An implementation of Double-Array Trie](https://linux.thai.net/~thep/datrie/datrie.html#Double)

### Update Log

#### 2018.09.19 - optimize the algorithm

#### 2018.08.29 - support greedy_search

#### 2018.08.08 - support python3

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