view roundup/backends/indexer_whoosh.py @ 5852:44b6a79f4e70 maint-1.6

pyme no longer exists at pypi. Try using the git repo of record so we can run the tests on this year old tree. Right after this release in mid 2018, pyme was depricated on 2018-10-16.
author John Rouillard <rouilj@ieee.org>
date Wed, 21 Aug 2019 20:59:32 -0400
parents e74c3611b138
children 56c9bcdea47f
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''' This implements the full-text indexer using Whoosh.
'''
import re, os

from whoosh import fields, qparser, index, query, analysis

from roundup.backends.indexer_common import Indexer as IndexerBase

class Indexer(IndexerBase):
    def __init__(self, db):
        IndexerBase.__init__(self, db)
        self.db_path = db.config.DATABASE
        self.reindex = 0
        self.writer = None
        self.index = None
        self.deleted = set()

    def _get_index(self):
        if self.index is None:
            path = os.path.join(self.db_path, 'whoosh-index')
            if not os.path.exists(path):
                # StandardAnalyzer lowercases all words and configure it to
                # block stopwords and words with lengths not between
                # self.minlength and self.maxlength from indexer_common
                stopfilter =  analysis.StandardAnalyzer( #stoplist=self.stopwords,
                                                        minsize=self.minlength,
                                                        maxsize=self.maxlength)
                os.mkdir(path)
                schema = fields.Schema(identifier=fields.ID(stored=True,
                                                            unique=True),
                                       content=fields.TEXT(analyzer=stopfilter))
                index.create_in(path, schema)
            self.index = index.open_dir(path)
        return self.index

    def save_index(self):
        '''Save the changes to the index.'''
        if not self.writer:
            return
        self.writer.commit()
        self.deleted = set()
        self.writer = None

    def close(self):
        '''close the indexing database'''
        pass

    def rollback(self):
        if not self.writer:
            return
        self.writer.cancel()
        self.deleted = set()
        self.writer = None

    def force_reindex(self):
        '''Force a reindexing of the database.  This essentially
        empties the tables ids and index and sets a flag so
        that the databases are reindexed'''
        self.reindex = 1

    def should_reindex(self):
        '''returns True if the indexes need to be rebuilt'''
        return self.reindex

    def _get_writer(self):
        if self.writer is None:
            self.writer = self._get_index().writer()
        return self.writer

    def _get_searcher(self):
        return self._get_index().searcher()

    def add_text(self, identifier, text, mime_type='text/plain'):
        ''' "identifier" is  (classname, itemid, property) '''
        if mime_type != 'text/plain':
            return

        if not text:
            text = u''

        if not isinstance(text, unicode):
            text = unicode(text, "utf-8", "replace")

        # We use the identifier twice: once in the actual "text" being
        # indexed so we can search on it, and again as the "data" being
        # indexed so we know what we're matching when we get results
        identifier = u"%s:%s:%s"%identifier

        # FIXME need to enhance this to handle the whoosh.store.LockError
        # that maybe raised if there is already another process with a lock.
        writer = self._get_writer()

        # Whoosh gets upset if a document is deleted twice in one transaction,
        # so we keep a list of the documents we have so far deleted to make
        # sure that we only delete them once.
        if identifier not in self.deleted:
            searcher = self._get_searcher()
            results = searcher.search(query.Term("identifier", identifier))
            if len(results) > 0:
                writer.delete_by_term("identifier", identifier)
                self.deleted.add(identifier)

        # Note: use '.lower()' because it seems like Whoosh gets
        # better results that way.
        writer.add_document(identifier=identifier, content=text)
        self.save_index()

    def find(self, wordlist):
        '''look up all the words in the wordlist.
        If none are found return an empty dictionary
        * more rules here
        '''

        wordlist = [ word for word in wordlist
                     if (self.minlength <= len(word) <= self.maxlength) and
                        not self.is_stopword(word.upper()) ]

        if not wordlist:
            return {}

        searcher = self._get_searcher()
        q = query.And([ query.FuzzyTerm("content", word.lower())
                        for word in wordlist ])

        results = searcher.search(q, limit=None)

        return [tuple(result["identifier"].split(':'))
                for result in results]


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