A data structure for fast Unicode character metadata lookup, ported from ICU
When implementing many Unicode algorithms such as text segmentation, normalization, bidi processing, etc., fast access to character metadata is crucial to good performance. There over a million code points in the Unicode standard, many of which produce the same result when looked up, so an array or hash table is not appropriate - those data structures are fast but would require a lot of memory. The data is generally grouped in ranges, so you could do a binary search, but that is not fast enough for some applications.
The International Components for Unicode (ICU) project came up with a data structure based on a Trie that provides fast access to Unicode metadata. The range data is precompiled to a serialized and flattened trie, which is then used at runtime to lookup the necessary data. According to my own tests, this is generally at least 50% faster than binary search, with not too much additional memory required.
npm install unicode-trie
Building a Trie
Unicode Tries are generally precompiled from data in the Unicode database
for faster runtime performance. To build a Unicode Trie, use the
UnicodeTrieBuilder = require 'unicode-trie/builder' # create a trie t = new UnicodeTrieBuilder # optional parameters for default value, and error value # if not provided, both are set to 0 t = new UnicodeTrieBuilder 10, 999 # set individual values and ranges t.set 0x4567, 99 t.setRange 0x40, 0xe7, 0x1234 # you can lookup a value if you like t.get 0x4567 # => 99 # get a compiled trie (returns a UnicodeTrie object) trie = t.freeze() # write compressed trie to a binary file fs.writeFile 'data.trie', t.toBuffer()
Using a precompiled Trie
Once you've built a precompiled trie, you can load it into the
UnicodeTrie class, which is a readonly representation of the
trie. From there, you can lookup values.
UnicodeTrie = require 'unicode-trie' fs = require 'fs' # load serialized trie from binary file data = fs.readFileSync 'data.trie' trie = new UnicodeTrie data # lookup a value trie.get 0x4567 # => 99