Mercurial > p > roundup > code
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]
