view roundup/backends/indexer_rdbms.py @ 7478:e8d2a4bca16a

Update index. Add "track your issues your way" tag line and... Add description of benefits to some of the noteworthy changes. Add GTD "thing management" from old email in the 1.6 time period. Reverse order of fast gratification so source directory is first then venv install. Match the first line that says you don't have to install.
author John Rouillard <rouilj@ieee.org>
date Sun, 11 Jun 2023 21:32:46 -0400
parents 8bda74ee7070
children
line wrap: on
line source

""" 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 []

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

        if not clean_wl:
            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(clean_wl))
            self.db.cursor.execute(sql, tuple(clean_wl))
            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(clean_wl) - 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, clean_wl)

            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()

Roundup Issue Tracker: http://roundup-tracker.org/