shellinford 0.4.1

Wavelet Matrix/Tree succinct data structure for full text search (using shellinford C++ library)

shellinford

Shellinford is an implementation of a Wavelet Matrix/Tree succinct data structure for document retrieval.

It is based on shellinford C++ library.

NOTE: This module requires C++11 compiler

Installation

$ pip install shellinford

Usage

Create a new FM-index instance

>>> import shellinford
>>> fm = shellinford.FMIndex()

• shellinford.Shellinford([use_wavelet_tree=True, filename=None])

  • When given a filename, Shellinford loads FM-index data from the file

Build FM-index

>>> fm.build(['Milky Holmes', 'Sherlock "Sheryl" Shellingford', 'Milky'], 'milky.fm')

• build([docs, filename])

  • When given a filename, Shellinford stores FM-index data to the file

Search word from FM-index

>>> for doc in fm.search('Milky'):
>>>     print('doc_id:', doc.doc_id)
>>>     print('count:', doc.count)
>>>     print('text:', doc.text)
doc_id: 0
count: [1]
text: Milky Holmes
doc_id: 2
count: [1]
text: Milky

>>> for doc in fm.search(['Milky', 'Holmes']):
>>>     print('doc_id:', doc.doc_id)
>>>     print('count:', doc.count)
>>>     print('text:', doc.text)
doc_id: 1
count: [1]
text: Milky Holmes

• search(query, [_or=False, ignores=[]])

  • If _or = True, then “OR” search is executed, else “AND” search

  • Given ignores, “NOT” search is also executed

  • NOTE: The search function is available after FM-index is built or loaded

Count word from FM-index

>>> fm.count('Milky'):
2

>>> fm.count(['Milky', 'Holmes']):
1

• count(query, [_or=False])

  • If _or = True, then “OR” search is executed, else “AND” search

  • NOTE: The count function is available after FM-index is built or loaded

  • This function is slightly faster than the search function

Add a document

>>> fm.push_back('Baritsu')

• push_back(doc)

  • NOTE: A document added by this method is not available to search until build

Read FM-index from a binary file

>>> fm.read('milky_holmes.fm')

• read(path)

Write FM-index binary to a file

>>> fm.write('milky_holmes.fm')

• write(path)

Check Whether FM-Index contains string

>>> 'baritsu' in fm

License

• Wrapper code is licensed under the New BSD License.

• Bundled shellinford C++ library (c) 2012 echizen_tm is licensed under the New BSD License.

CHANGES

0.4.1 (2010-02-08)

• Make “in” operator faster

0.4.0 (2018-09-30)

• FMIndex.count() is added

• No longer support Python 2.6

• bug fix

0.3.5 (2018-09-05)

• FMIndex.build() and FMIndex.pushback() ignore empty string

• FMIndex supports “in” operator. (e.g., ‘a’ in fm)

• Support Python 3.5, 3.6 and 3.7

0.3.4 (2016-10-28)

• FMIndex.search() returns list

0.3 (2014-11-24)

• “OR” search and “NOT” search are available in FMIndex.search().

• FMIndex.size and FMIndex.docsize are available as property

0.2 (2014-03-28)

“AND” search is available by giving Sequence (list, tuple, etc.) FMIndex.search()

0.1 (2014-03-11)

First release.