# -*- coding: utf8 -*- from __future__ import absolute_import import re from lxml.html import document_fromstring from lxml.html import fragment_fromstring from operator import attrgetter try: # Python < 2.7 import unittest2 as unittest except ImportError: import unittest from breadability._py3k import to_unicode from breadability.readable import Article from breadability.scoring import check_node_attributes from breadability.scoring import get_class_weight from breadability.scoring import ScoredNode from breadability.scoring import score_candidates from breadability.scoring import generate_hash_id from breadability.readable import get_link_density from breadability.readable import is_unlikely_node from .utils import load_snippet class TestHashId(unittest.TestCase): def test_generate_hash(self): dom = fragment_fromstring("
ľščťžýáí
") generate_hash_id(dom) def test_hash_from_id_on_exception(self): generate_hash_id(None) def test_different_hashes(self): dom = fragment_fromstring("
ľščťžýáí
") hash_dom = generate_hash_id(dom) hash_none = generate_hash_id(None) self.assertNotEqual(hash_dom, hash_none) def test_equal_hashes(self): dom1 = fragment_fromstring("
ľščťžýáí
") dom2 = fragment_fromstring("
ľščťžýáí
") hash_dom1 = generate_hash_id(dom1) hash_dom2 = generate_hash_id(dom2) self.assertEqual(hash_dom1, hash_dom2) hash_none1 = generate_hash_id(None) hash_none2 = generate_hash_id(None) self.assertEqual(hash_none1, hash_none2) class TestCheckNodeAttr(unittest.TestCase): """Verify a node has a class/id in the given set. The idea is that we have sets of known good/bad ids and classes and need to verify the given node does/doesn't have those classes/ids. """ def test_has_class(self): """Verify that a node has a class in our set.""" test_pattern = re.compile('test1|test2', re.I) test_node = fragment_fromstring('
') test_node.set('class', 'test2 comment') self.assertTrue(check_node_attributes(test_pattern, test_node, 'class')) def test_has_id(self): """Verify that a node has an id in our set.""" test_pattern = re.compile('test1|test2', re.I) test_node = fragment_fromstring('
') test_node.set('id', 'test2') self.assertTrue(check_node_attributes(test_pattern, test_node, 'id')) def test_lacks_class(self): """Verify that a node does not have a class in our set.""" test_pattern = re.compile('test1|test2', re.I) test_node = fragment_fromstring('
') test_node.set('class', 'test4 comment') self.assertFalse(check_node_attributes(test_pattern, test_node, 'class')) def test_lacks_id(self): """Verify that a node does not have an id in our set.""" test_pattern = re.compile('test1|test2', re.I) test_node = fragment_fromstring('
') test_node.set('id', 'test4') self.assertFalse(check_node_attributes(test_pattern, test_node, 'id')) class TestLinkDensity(unittest.TestCase): """Verify we calc our link density correctly.""" def test_empty_node(self): """An empty node doesn't have much of a link density""" empty_div = to_unicode("
") doc = Article(empty_div) assert 0 == get_link_density(doc.readable_dom), "Link density is nadda" def test_small_doc_no_links(self): doc = Article(load_snippet('document_min.html')) assert 0 == get_link_density(doc.readable_dom), "Still no link density" def test_several_links(self): """This doc has a 3 links with the majority of content.""" doc = Article(load_snippet('document_absolute_url.html')) self.assertAlmostEqual( get_link_density(doc.readable_dom), 0.349, places=3) class TestClassWeight(unittest.TestCase): """Verify we score nodes correctly based on their class/id attributes.""" def test_no_matches_zero(self): """If you don't have the attribute then you get a weight of 0""" empty_div = to_unicode("
") node = fragment_fromstring(empty_div) self.assertEqual(get_class_weight(node), 0) def test_id_hits(self): """If the id is in the list then it gets a weight""" test_div = '
Content
' node = fragment_fromstring(test_div) self.assertEqual(get_class_weight(node), 25) test_div = '
Content
' node = fragment_fromstring(test_div) self.assertEqual(get_class_weight(node), -25) def test_class_hits(self): """If the class is in the list then it gets a weight""" test_div = '
Content
' node = fragment_fromstring(test_div) self.assertEqual(get_class_weight(node), 25) test_div = '
Content
' node = fragment_fromstring(test_div) self.assertEqual(get_class_weight(node), -25) def test_scores_collide(self): """We might hit both positive and negative scores. Positive and negative scoring is done independently so it's possible to hit both positive and negative scores and cancel each other out. """ test_div = '
Content
' node = fragment_fromstring(test_div) self.assertEqual(get_class_weight(node), 0) test_div = '
Content
' node = fragment_fromstring(test_div) self.assertEqual(get_class_weight(node), 25) def test_scores_only_once(self): """Scoring is not cumulative within a class hit.""" test_div = '
Content
' node = fragment_fromstring(test_div) self.assertEqual(get_class_weight(node), 25) class TestUnlikelyNode(unittest.TestCase): """is_unlikely_node should help verify our node is good/bad.""" def test_body_is_always_likely(self): """The body tag is always a likely node.""" test_div = '
Content
' node = fragment_fromstring(test_div) self.assertFalse(is_unlikely_node(node)) def test_is_unlikely(self): "Keywords in the class/id will make us believe this is unlikely." test_div = '
Content
' node = fragment_fromstring(test_div) self.assertTrue(is_unlikely_node(node)) test_div = '
Content
' node = fragment_fromstring(test_div) self.assertTrue(is_unlikely_node(node)) def test_not_unlikely(self): """Suck it double negatives.""" test_div = '
Content
' node = fragment_fromstring(test_div) self.assertFalse(is_unlikely_node(node)) test_div = '
Content
' node = fragment_fromstring(test_div) self.assertFalse(is_unlikely_node(node)) def test_maybe_hits(self): """We've got some maybes that will overrule an unlikely node.""" test_div = '
Content
' node = fragment_fromstring(test_div) self.assertFalse(is_unlikely_node(node)) class TestScoredNode(unittest.TestCase): """ScoredNodes constructed have initial content_scores, etc.""" def test_hash_id(self): """ScoredNodes have a hash_id based on their content Since this is based on the html there are chances for collisions, but it helps us follow and identify nodes through the scoring process. Two identical nodes would score the same, so meh all good. """ test_div = '
Content
' node = fragment_fromstring(test_div) snode = ScoredNode(node) self.assertEqual(snode.hash_id, 'ffa4c519') def test_div_content_score(self): """A div starts out with a score of 5 and modifies from there""" test_div = '
Content
' node = fragment_fromstring(test_div) snode = ScoredNode(node) self.assertEqual(snode.content_score, 5) test_div = '
Content
' node = fragment_fromstring(test_div) snode = ScoredNode(node) self.assertEqual(snode.content_score, 30) test_div = '
Content
' node = fragment_fromstring(test_div) snode = ScoredNode(node) self.assertEqual(snode.content_score, -20) def test_headings_score(self): """Heading tags aren't likely candidates, hurt their scores.""" test_div = '

Heading

' node = fragment_fromstring(test_div) snode = ScoredNode(node) self.assertEqual(snode.content_score, -5) def test_list_items(self): """Heading tags aren't likely candidates, hurt their scores.""" test_div = '
  • list item
  • ' node = fragment_fromstring(test_div) snode = ScoredNode(node) self.assertEqual(snode.content_score, -3) class TestScoreCandidates(unittest.TestCase): """The grand daddy of tests to make sure our scoring works Now scoring details will change over time, so the most important thing is to make sure candidates come out in the right order, not necessarily how they scored. Make sure to keep this in mind while getting tests going. """ def test_simple_candidate_set(self): """Tests a simple case of two candidate nodes""" doc = """

    This is a great amount of info

    And more content Home

    """ d_elem = document_fromstring(doc) divs = d_elem.findall(".//div") f_elem = divs[0] s_elem = divs[1] res = score_candidates([f_elem, s_elem]) ordered = sorted([c for c in res.values()], key=attrgetter('content_score'), reverse=True) # the body element should have a higher score self.assertTrue(ordered[0].node.tag == 'body') # the html element is the outer should come in second self.assertTrue(ordered[1].node.tag == 'html')