view roundup/backends/indexer_rdbms.py @ 5416:56c9bcdea47f

Python 3 preparation: unicode. This patch introduces roundup/anypy/strings.py, which has a comment explaining the string representations generally used and common functions to handle the required conversions. Places in the code that explicitly reference the "unicode" type / built-in function are generally changed to use the new functions (or, in a few places where those new functions don't seem to fit well, other approaches such as references to type(u'') or use of the codecs module). This patch does not generally attempt to address text conversions in any places not currently referencing the "unicode" type (although scripts/import_sf.py is made to use binary I/O in places as fixing the "unicode" reference didn't seem coherent otherwise).
author Joseph Myers <jsm@polyomino.org.uk>
date Wed, 25 Jul 2018 09:05:58 +0000
parents a391a071d045
children 8bda74ee7070
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""" This implements the full-text indexer over two RDBMS tables. The first
is a mapping of words to occurance IDs. The second maps the IDs to (Class,
propname, itemid) instances.
"""
import re

from roundup.backends.indexer_common import Indexer as IndexerBase
from roundup.anypy.strings import us2u, u2s

class Indexer(IndexerBase):
    def __init__(self, db):
        IndexerBase.__init__(self, db)
        self.db = db
        self.reindex = 0

    def close(self):
        """close the indexing database"""
        # just nuke the circular reference
        self.db = None

    def save_index(self):
        """Save the changes to the index."""
        # not necessary - the RDBMS connection will handle this for us
        pass

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

        # Ensure all elements of the identifier are strings 'cos the itemid
        # column is varchar even if item ids may be numbers elsewhere in the
        # code. ugh.
        identifier = tuple(map(str, identifier))

        # first, find the id of the (classname, itemid, property)
        a = self.db.arg
        sql = 'select _textid from __textids where _class=%s and '\
            '_itemid=%s and _prop=%s'%(a, a, a)
        self.db.cursor.execute(sql, identifier)
        r = self.db.cursor.fetchone()
        if not r:
            # not previously indexed
            id = self.db.newid('__textids')
            sql = 'insert into __textids (_textid, _class, _itemid, _prop)'\
                ' values (%s, %s, %s, %s)'%(a, a, a, a)
            self.db.cursor.execute(sql, (id, ) + identifier)
        else:
            id = int(r[0])
            # clear out any existing indexed values
            sql = 'delete from __words where _textid=%s'%a
            self.db.cursor.execute(sql, (id, ))

        # ok, find all the unique words in the text
        text = us2u(text, "replace")
        text = text.upper()
        wordlist = [u2s(w)
                    for w in re.findall(r'(?u)\b\w{%d,%d}\b'
                                        % (self.minlength, self.maxlength), text)]
        words = set()
        for word in wordlist:
            if self.is_stopword(word): continue
            words.add(word)

        # for each word, add an entry in the db
        sql = 'insert into __words (_word, _textid) values (%s, %s)'%(a, a)
        words = [(word, id) for word in words]
        self.db.cursor.executemany(sql, words)

    def find(self, wordlist):
        """look up all the words in the wordlist.
        If none are found return an empty dictionary
        * more rules here
        """
        if not wordlist:
            return []

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

        if not l:
            return []

        if self.db.implements_intersect:
            # simple AND search
            sql = 'select distinct(_textid) from __words where _word=%s'%self.db.arg
            sql = '\nINTERSECT\n'.join([sql]*len(l))
            self.db.cursor.execute(sql, tuple(l))
            r = self.db.cursor.fetchall()
            if not r:
                return []
            a = ','.join([self.db.arg] * len(r))
            sql = 'select _class, _itemid, _prop from __textids '\
                'where _textid in (%s)'%a
            self.db.cursor.execute(sql, tuple([int(row[0]) for row in r]))

        else:
            # A more complex version for MySQL since it doesn't implement INTERSECT

            # Construct SQL statement to join __words table to itself
            # multiple times.
            sql = """select distinct(__words1._textid)
                        from __words as __words1 %s
                        where __words1._word=%s %s"""

            join_tmpl = ' left join __words as __words%d using (_textid) \n'
            match_tmpl = ' and __words%d._word=%s \n'

            join_list = []
            match_list = []
            for n in range(len(l) - 1):
                join_list.append(join_tmpl % (n + 2))
                match_list.append(match_tmpl % (n + 2, self.db.arg))

            sql = sql%(' '.join(join_list), self.db.arg, ' '.join(match_list))
            self.db.cursor.execute(sql, l)

            r = [x[0] for x in self.db.cursor.fetchall()]
            if not r:
                return []

            a = ','.join([self.db.arg] * len(r))
            sql = 'select _class, _itemid, _prop from __textids '\
                'where _textid in (%s)'%a

            self.db.cursor.execute(sql, tuple(map(int, r)))

        return self.db.cursor.fetchall()


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