+ def update_statistics(self, config: Configuration, threads: int = 2) -> None:
+ """ Recompute frequencies for all name words.
+ """
+ with connect(self.dsn) as conn:
+ if not conn.table_exists('search_name'):
+ return
+
+ with conn.cursor() as cur:
+ cur.execute('ANALYSE search_name')
+ if threads > 1:
+ cur.execute('SET max_parallel_workers_per_gather TO %s',
+ (min(threads, 6),))
+
+ if conn.server_version_tuple() < (12, 0):
+ LOG.info('Computing word frequencies')
+ cur.drop_table('word_frequencies')
+ cur.drop_table('addressword_frequencies')
+ cur.execute("""CREATE TEMP TABLE word_frequencies AS
+ SELECT unnest(name_vector) as id, count(*)
+ FROM search_name GROUP BY id""")
+ cur.execute('CREATE INDEX ON word_frequencies(id)')
+ cur.execute("""CREATE TEMP TABLE addressword_frequencies AS
+ SELECT unnest(nameaddress_vector) as id, count(*)
+ FROM search_name GROUP BY id""")
+ cur.execute('CREATE INDEX ON addressword_frequencies(id)')
+ cur.execute("""CREATE OR REPLACE FUNCTION word_freq_update(wid INTEGER,
+ INOUT info JSONB)
+ AS $$
+ DECLARE rec RECORD;
+ BEGIN
+ IF info is null THEN
+ info = '{}'::jsonb;
+ END IF;
+ FOR rec IN SELECT count FROM word_frequencies WHERE id = wid
+ LOOP
+ info = info || jsonb_build_object('count', rec.count);
+ END LOOP;
+ FOR rec IN SELECT count FROM addressword_frequencies WHERE id = wid
+ LOOP
+ info = info || jsonb_build_object('addr_count', rec.count);
+ END LOOP;
+ IF info = '{}'::jsonb THEN
+ info = null;
+ END IF;
+ END;
+ $$ LANGUAGE plpgsql IMMUTABLE;
+ """)
+ LOG.info('Update word table with recomputed frequencies')
+ cur.drop_table('tmp_word')
+ cur.execute("""CREATE TABLE tmp_word AS
+ SELECT word_id, word_token, type, word,
+ word_freq_update(word_id, info) as info
+ FROM word
+ """)
+ cur.drop_table('word_frequencies')
+ cur.drop_table('addressword_frequencies')
+ else:
+ LOG.info('Computing word frequencies')
+ cur.drop_table('word_frequencies')
+ cur.execute("""
+ CREATE TEMP TABLE word_frequencies AS
+ WITH word_freq AS MATERIALIZED (
+ SELECT unnest(name_vector) as id, count(*)
+ FROM search_name GROUP BY id),
+ addr_freq AS MATERIALIZED (
+ SELECT unnest(nameaddress_vector) as id, count(*)
+ FROM search_name GROUP BY id)
+ SELECT coalesce(a.id, w.id) as id,
+ (CASE WHEN w.count is null THEN '{}'::JSONB
+ ELSE jsonb_build_object('count', w.count) END
+ ||
+ CASE WHEN a.count is null THEN '{}'::JSONB
+ ELSE jsonb_build_object('addr_count', a.count) END) as info
+ FROM word_freq w FULL JOIN addr_freq a ON a.id = w.id;
+ """)
+ cur.execute('CREATE UNIQUE INDEX ON word_frequencies(id) INCLUDE(info)')
+ cur.execute('ANALYSE word_frequencies')
+ LOG.info('Update word table with recomputed frequencies')
+ cur.drop_table('tmp_word')
+ cur.execute("""CREATE TABLE tmp_word AS
+ SELECT word_id, word_token, type, word,
+ (CASE WHEN wf.info is null THEN word.info
+ ELSE coalesce(word.info, '{}'::jsonb) || wf.info
+ END) as info
+ FROM word LEFT JOIN word_frequencies wf
+ ON word.word_id = wf.id
+ """)
+ cur.drop_table('word_frequencies')
+
+ with conn.cursor() as cur:
+ cur.execute('SET max_parallel_workers_per_gather TO 0')
+
+ sqlp = SQLPreprocessor(conn, config)
+ sqlp.run_string(conn,
+ 'GRANT SELECT ON tmp_word TO "{{config.DATABASE_WEBUSER}}"')
+ conn.commit()
+ self._create_base_indices(config, 'tmp_word')
+ self._create_lookup_indices(config, 'tmp_word')
+ self._move_temporary_word_table('tmp_word')
+
+
+
+ def _cleanup_housenumbers(self) -> None:
+ """ Remove unused house numbers.
+ """
+ with connect(self.dsn) as conn:
+ if not conn.table_exists('search_name'):
+ return
+ with conn.cursor(name="hnr_counter") as cur:
+ cur.execute("""SELECT DISTINCT word_id, coalesce(info->>'lookup', word_token)
+ FROM word
+ WHERE type = 'H'
+ AND NOT EXISTS(SELECT * FROM search_name
+ WHERE ARRAY[word.word_id] && name_vector)
+ AND (char_length(coalesce(word, word_token)) > 6
+ OR coalesce(word, word_token) not similar to '\\d+')
+ """)
+ candidates = {token: wid for wid, token in cur}
+ with conn.cursor(name="hnr_counter") as cur:
+ cur.execute("""SELECT housenumber FROM placex
+ WHERE housenumber is not null
+ AND (char_length(housenumber) > 6
+ OR housenumber not similar to '\\d+')
+ """)
+ for row in cur:
+ for hnr in row[0].split(';'):
+ candidates.pop(hnr, None)
+ LOG.info("There are %s outdated housenumbers.", len(candidates))
+ LOG.debug("Outdated housenumbers: %s", candidates.keys())
+ if candidates:
+ with conn.cursor() as cur:
+ cur.execute("""DELETE FROM word WHERE word_id = any(%s)""",
+ (list(candidates.values()), ))
+ conn.commit()
+
+
+
+ def update_word_tokens(self) -> None:
+ """ Remove unused tokens.
+ """
+ LOG.warning("Cleaning up housenumber tokens.")
+ self._cleanup_housenumbers()
+ LOG.warning("Tokenizer house-keeping done.")