Files
Nominatim/test/python/api/search/test_legacy_query_analyzer.py
Sarah Hoffmann 3f72ca4bca rename use of category as POI search to near_item
Use the term category only as a short-cut for "tuple of key and value".
2023-11-28 16:27:05 +01:00

245 lines
7.9 KiB
Python

# SPDX-License-Identifier: GPL-3.0-or-later
#
# This file is part of Nominatim. (https://nominatim.org)
#
# Copyright (C) 2023 by the Nominatim developer community.
# For a full list of authors see the git log.
"""
Tests for query analyzer for legacy tokenizer.
"""
from pathlib import Path
import pytest
import pytest_asyncio
from nominatim.api import NominatimAPIAsync
from nominatim.api.search.query import Phrase, PhraseType, TokenType, BreakType
import nominatim.api.search.legacy_tokenizer as tok
from nominatim.api.logging import set_log_output, get_and_disable
async def add_word(conn, word_id, word_token, word, count):
t = conn.t.meta.tables['word']
await conn.execute(t.insert(), {'word_id': word_id,
'word_token': word_token,
'search_name_count': count,
'word': word})
async def add_housenumber(conn, word_id, hnr):
t = conn.t.meta.tables['word']
await conn.execute(t.insert(), {'word_id': word_id,
'word_token': ' ' + hnr,
'word': hnr,
'class': 'place',
'type': 'house'})
async def add_postcode(conn, word_id, postcode):
t = conn.t.meta.tables['word']
await conn.execute(t.insert(), {'word_id': word_id,
'word_token': ' ' + postcode,
'word': postcode,
'class': 'place',
'type': 'postcode'})
async def add_special_term(conn, word_id, word_token, cls, typ, op):
t = conn.t.meta.tables['word']
await conn.execute(t.insert(), {'word_id': word_id,
'word_token': word_token,
'word': word_token,
'class': cls,
'type': typ,
'operator': op})
def make_phrase(query):
return [Phrase(PhraseType.NONE, s) for s in query.split(',')]
@pytest_asyncio.fixture
async def conn(table_factory, temp_db_cursor):
""" Create an asynchronous SQLAlchemy engine for the test DB.
"""
table_factory('nominatim_properties',
definition='property TEXT, value TEXT',
content=(('tokenizer_maxwordfreq', '10000'), ))
table_factory('word',
definition="""word_id INT, word_token TEXT, word TEXT,
class TEXT, type TEXT, country_code TEXT,
search_name_count INT, operator TEXT
""")
temp_db_cursor.execute("""CREATE OR REPLACE FUNCTION make_standard_name(name TEXT)
RETURNS TEXT AS $$ SELECT lower(name); $$ LANGUAGE SQL;""")
api = NominatimAPIAsync(Path('/invalid'), {})
async with api.begin() as conn:
yield conn
await api.close()
@pytest.mark.asyncio
async def test_empty_phrase(conn):
ana = await tok.create_query_analyzer(conn)
query = await ana.analyze_query([])
assert len(query.source) == 0
assert query.num_token_slots() == 0
@pytest.mark.asyncio
async def test_single_phrase_with_unknown_terms(conn):
ana = await tok.create_query_analyzer(conn)
await add_word(conn, 1, 'foo', 'FOO', 3)
query = await ana.analyze_query(make_phrase('foo BAR'))
assert len(query.source) == 1
assert query.source[0].ptype == PhraseType.NONE
assert query.source[0].text == 'foo bar'
assert query.num_token_slots() == 2
assert len(query.nodes[0].starting) == 1
assert not query.nodes[1].starting
@pytest.mark.asyncio
async def test_multiple_phrases(conn):
ana = await tok.create_query_analyzer(conn)
await add_word(conn, 1, 'one', 'one', 13)
await add_word(conn, 2, 'two', 'two', 45)
await add_word(conn, 100, 'one two', 'one two', 3)
await add_word(conn, 3, 'three', 'three', 4584)
query = await ana.analyze_query(make_phrase('one two,three'))
assert len(query.source) == 2
@pytest.mark.asyncio
async def test_housenumber_token(conn):
ana = await tok.create_query_analyzer(conn)
await add_housenumber(conn, 556, '45 a')
query = await ana.analyze_query(make_phrase('45 A'))
assert query.num_token_slots() == 2
assert len(query.nodes[0].starting) == 2
query.nodes[0].starting.sort(key=lambda tl: tl.end)
hn1 = query.nodes[0].starting[0]
assert hn1.ttype == TokenType.HOUSENUMBER
assert hn1.end == 1
assert hn1.tokens[0].token == 0
hn2 = query.nodes[0].starting[1]
assert hn2.ttype == TokenType.HOUSENUMBER
assert hn2.end == 2
assert hn2.tokens[0].token == 556
@pytest.mark.asyncio
async def test_postcode_token(conn):
ana = await tok.create_query_analyzer(conn)
await add_postcode(conn, 34, '45ax')
query = await ana.analyze_query(make_phrase('45AX'))
assert query.num_token_slots() == 1
assert [tl.ttype for tl in query.nodes[0].starting] == [TokenType.POSTCODE]
@pytest.mark.asyncio
async def test_partial_tokens(conn):
ana = await tok.create_query_analyzer(conn)
await add_word(conn, 1, ' foo', 'foo', 99)
await add_word(conn, 1, 'foo', 'FOO', 99)
await add_word(conn, 1, 'bar', 'FOO', 990000)
query = await ana.analyze_query(make_phrase('foo bar'))
assert query.num_token_slots() == 2
first = query.nodes[0].starting
first.sort(key=lambda tl: tl.tokens[0].penalty)
assert [tl.ttype for tl in first] == [TokenType.WORD, TokenType.PARTIAL]
assert all(tl.tokens[0].lookup_word == 'foo' for tl in first)
second = query.nodes[1].starting
assert [tl.ttype for tl in second] == [TokenType.PARTIAL]
assert not second[0].tokens[0].is_indexed
@pytest.mark.asyncio
@pytest.mark.parametrize('term,order', [('23456', ['POSTCODE', 'HOUSENUMBER', 'WORD', 'PARTIAL']),
('3', ['HOUSENUMBER', 'POSTCODE', 'WORD', 'PARTIAL'])
])
async def test_penalty_postcodes_and_housenumbers(conn, term, order):
ana = await tok.create_query_analyzer(conn)
await add_postcode(conn, 1, term)
await add_housenumber(conn, 2, term)
await add_word(conn, 3, term, term, 5)
await add_word(conn, 4, ' ' + term, term, 1)
query = await ana.analyze_query(make_phrase(term))
assert query.num_token_slots() == 1
torder = [(tl.tokens[0].penalty, tl.ttype.name) for tl in query.nodes[0].starting]
torder.sort()
assert [t[1] for t in torder] == order
@pytest.mark.asyncio
async def test_category_words_only_at_beginning(conn):
ana = await tok.create_query_analyzer(conn)
await add_special_term(conn, 1, 'foo', 'amenity', 'restaurant', 'in')
await add_word(conn, 2, ' bar', 'BAR', 1)
query = await ana.analyze_query(make_phrase('foo BAR foo'))
assert query.num_token_slots() == 3
assert len(query.nodes[0].starting) == 1
assert query.nodes[0].starting[0].ttype == TokenType.NEAR_ITEM
assert not query.nodes[2].starting
@pytest.mark.asyncio
async def test_qualifier_words(conn):
ana = await tok.create_query_analyzer(conn)
await add_special_term(conn, 1, 'foo', 'amenity', 'restaurant', '-')
await add_word(conn, 2, ' bar', 'w', None)
query = await ana.analyze_query(make_phrase('foo BAR foo BAR foo'))
assert query.num_token_slots() == 5
assert set(t.ttype for t in query.nodes[0].starting) == {TokenType.NEAR_ITEM, TokenType.QUALIFIER}
assert set(t.ttype for t in query.nodes[2].starting) == {TokenType.QUALIFIER}
assert set(t.ttype for t in query.nodes[4].starting) == {TokenType.NEAR_ITEM, TokenType.QUALIFIER}
@pytest.mark.asyncio
@pytest.mark.parametrize('logtype', ['text', 'html'])
async def test_log_output(conn, logtype):
ana = await tok.create_query_analyzer(conn)
await add_word(conn, 1, 'foo', 'FOO', 99)
set_log_output(logtype)
await ana.analyze_query(make_phrase('foo'))
assert get_and_disable()