searxng/tests/unit/test_utils.py
Brock Vojkovic 68ff08f224
[mod] drop fasttext-predict (#5795)
Removes the `fasttext-predict` dependency and the language detection code.

If a user now selects `auto` for the search language, the detected language now
falls back directly to the `Accept-Language` header sent by the browser (which was already the fallback when fasttext returned no result).

- fasttext's [language detection is unreliable](https://github.com/searxng/searxng/issues/4195) for some languages, especially short search queries, and in particular for queries containing proper names which is a common case.
- `fasttext-predict` consumes [significant memory](https://github.com/searxng/searxng/pull/1969#issuecomment-1345366676) without offering users much real value.
- the upstream fasttext project was archived by Meta in 2024
- users already have two better alternatives: the `Accept-Language` header and the search-syntax language prefix (e.g. `:fr` or `:de`).

Related: https://github.com/searxng/searxng/issues/4195
Closes: https://github.com/searxng/searxng/issues/5790
2026-03-06 15:40:44 +01:00

197 lines
7.7 KiB
Python

# SPDX-License-Identifier: AGPL-3.0-or-later
# pylint: disable=missing-module-docstring,disable=missing-class-docstring,invalid-name
import random
import string
import lxml.etree
from lxml import html
from parameterized.parameterized import parameterized
from searx.exceptions import SearxXPathSyntaxException, SearxEngineXPathException
from searx import utils
from tests import SearxTestCase
def random_string(length, choices=string.ascii_letters):
return ''.join(random.choice(choices) for _ in range(length))
class TestUtils(SearxTestCase):
def test_gen_useragent(self):
self.assertIsInstance(utils.gen_useragent(), str)
self.assertIsNotNone(utils.gen_useragent())
self.assertTrue(utils.gen_useragent().startswith('Mozilla'))
def test_searxng_useragent(self):
self.assertIsInstance(utils.searxng_useragent(), str)
self.assertIsNotNone(utils.searxng_useragent())
self.assertTrue(utils.searxng_useragent().startswith('SearXNG'))
def test_extract_text(self):
html_str = """
<a href="/testlink" class="link_access_account">
<span class="toto">
<span>
<img src="test.jpg" />
</span>
</span>
<span class="titi">
Test text
</span>
</a>
"""
dom = html.fromstring(html_str)
self.assertEqual(utils.extract_text(dom), 'Test text')
self.assertEqual(utils.extract_text(dom.xpath('//span')), 'Test text')
self.assertEqual(utils.extract_text(dom.xpath('//span/text()')), 'Test text')
self.assertEqual(utils.extract_text(dom.xpath('count(//span)')), '3.0')
self.assertEqual(utils.extract_text(dom.xpath('boolean(//span)')), 'True')
self.assertEqual(utils.extract_text(dom.xpath('//img/@src')), 'test.jpg')
self.assertEqual(utils.extract_text(dom.xpath('//unexistingtag')), '')
def test_extract_text_allow_none(self):
self.assertEqual(utils.extract_text(None, allow_none=True), None)
def test_extract_text_error_none(self):
with self.assertRaises(ValueError):
utils.extract_text(None)
def test_extract_text_error_empty(self):
with self.assertRaises(ValueError):
utils.extract_text({})
def test_extract_url(self):
def f(html_str, search_url):
return utils.extract_url(html.fromstring(html_str), search_url)
self.assertEqual(f('<span id="42">https://example.com</span>', 'http://example.com/'), 'https://example.com/')
self.assertEqual(f('https://example.com', 'http://example.com/'), 'https://example.com/')
self.assertEqual(f('//example.com', 'http://example.com/'), 'http://example.com/')
self.assertEqual(f('//example.com', 'https://example.com/'), 'https://example.com/')
self.assertEqual(f('/path?a=1', 'https://example.com'), 'https://example.com/path?a=1')
with self.assertRaises(lxml.etree.ParserError):
f('', 'https://example.com')
with self.assertRaises(Exception):
utils.extract_url([], 'https://example.com')
def test_ecma_unscape(self):
self.assertEqual(utils.ecma_unescape('text%20with%20space'), 'text with space')
self.assertEqual(utils.ecma_unescape('text using %xx: %F3'), 'text using %xx: ó')
self.assertEqual(utils.ecma_unescape('text using %u: %u5409, %u4E16%u754c'), 'text using %u: 吉, 世界')
@parameterized.expand(
[
('Example <span id="42">#2</span>', 'Example #2'),
('<style>.span { color: red; }</style><span>Example</span>', 'Example'),
(r'regexp: (?&lt;![a-zA-Z]', r'regexp: (?<![a-zA-Z]'),
(r'<p><b>Lorem ipsum </i>dolor sit amet</p>', 'Lorem ipsum </i>dolor sit amet</p>'),
(r'&#x3e &#x3c &#97', '> < a'),
]
)
def test_html_to_text(self, html_str: str, text_str: str):
self.assertEqual(utils.html_to_text(html_str), text_str)
def test_html_to_text_with_a_style_span(self):
html_str = """
<a href="/testlink" class="link_access_account">
<style>
.toto {
color: red;
}
</style>
<span class="toto">
<span>
<img src="test.jpg" />
</span>
</span>
<span class="titi">
Test text
</span>
<script>value='dummy';</script>
</a>
"""
self.assertIsInstance(utils.html_to_text(html_str), str)
self.assertEqual(utils.html_to_text(html_str), "Test text")
class TestXPathUtils(SearxTestCase): # pylint: disable=missing-class-docstring
TEST_DOC = """<ul>
<li>Text in <b>bold</b> and <i>italic</i> </li>
<li>Another <b>text</b> <img src="data:image/gif;base64,R0lGODlhAQABAIAAAAUEBAAAACwAAAAAAQABAAACAkQBADs="></li>
</ul>"""
def test_get_xpath_cache(self):
xp1 = utils.get_xpath('//a')
xp2 = utils.get_xpath('//div')
xp3 = utils.get_xpath('//a')
self.assertEqual(id(xp1), id(xp3))
self.assertNotEqual(id(xp1), id(xp2))
def test_get_xpath_type(self):
utils.get_xpath(lxml.etree.XPath('//a'))
with self.assertRaises(TypeError):
utils.get_xpath([])
def test_get_xpath_invalid(self):
invalid_xpath = '//a[0].text'
with self.assertRaises(SearxXPathSyntaxException) as context:
utils.get_xpath(invalid_xpath)
self.assertEqual(context.exception.message, 'Invalid expression')
self.assertEqual(context.exception.xpath_str, invalid_xpath)
def test_eval_xpath_unregistered_function(self):
doc = html.fromstring(TestXPathUtils.TEST_DOC)
invalid_function_xpath = 'int(//a)'
with self.assertRaises(SearxEngineXPathException) as context:
utils.eval_xpath(doc, invalid_function_xpath)
self.assertEqual(context.exception.message, 'Unregistered function')
self.assertEqual(context.exception.xpath_str, invalid_function_xpath)
def test_eval_xpath(self):
doc = html.fromstring(TestXPathUtils.TEST_DOC)
self.assertEqual(utils.eval_xpath(doc, '//p'), [])
self.assertEqual(utils.eval_xpath(doc, '//i/text()'), ['italic'])
self.assertEqual(utils.eval_xpath(doc, 'count(//i)'), 1.0)
def test_eval_xpath_list(self):
doc = html.fromstring(TestXPathUtils.TEST_DOC)
# check a not empty list
self.assertEqual(utils.eval_xpath_list(doc, '//i/text()'), ['italic'])
# check min_len parameter
with self.assertRaises(SearxEngineXPathException) as context:
utils.eval_xpath_list(doc, '//p', min_len=1)
self.assertEqual(context.exception.message, 'len(xpath_str) < 1')
self.assertEqual(context.exception.xpath_str, '//p')
def test_eval_xpath_getindex(self):
doc = html.fromstring(TestXPathUtils.TEST_DOC)
# check index 0
self.assertEqual(utils.eval_xpath_getindex(doc, '//i/text()', 0), 'italic')
# default is 'something'
self.assertEqual(utils.eval_xpath_getindex(doc, '//i/text()', 1, default='something'), 'something')
# default is None
self.assertIsNone(utils.eval_xpath_getindex(doc, '//i/text()', 1, default=None))
# index not found
with self.assertRaises(SearxEngineXPathException) as context:
utils.eval_xpath_getindex(doc, '//i/text()', 1)
self.assertEqual(context.exception.message, 'index 1 not found')
# not a list
with self.assertRaises(SearxEngineXPathException) as context:
utils.eval_xpath_getindex(doc, 'count(//i)', 1)
self.assertEqual(context.exception.message, 'the result is not a list')