Beispiel #1
0
 def test_can_survive_after_restart(self):
     self.whoosh_backend.add_doc(dict(id="1", type="ticket"))
     whoosh_backend2 = WhooshBackend(self.env)
     whoosh_backend2.add_doc(dict(id="2", type="ticket"))
     result = whoosh_backend2.query(query.Every())
     self.assertEqual(2, result.hits)
 def test_can_survive_after_restart(self):
     self.whoosh_backend.add_doc(dict(id="1", type="ticket"))
     whoosh_backend2 = WhooshBackend(self.env)
     whoosh_backend2.add_doc(dict(id="2", type="ticket"))
     result = whoosh_backend2.query(query.Every())
     self.assertEqual(2, result.hits)
Beispiel #3
0
class WhooshBackendTestCase(BaseBloodhoundSearchTest):
    def setUp(self):
        super(WhooshBackendTestCase, self).setUp()
        self.whoosh_backend = WhooshBackend(self.env)
        self.whoosh_backend.recreate_index()
        self.parser = DefaultQueryParser(self.env)

    def test_can_retrieve_docs(self):
        self.whoosh_backend.add_doc(dict(id="1", type="ticket"))
        self.whoosh_backend.add_doc(dict(id="2", type="ticket"))
        result = self.whoosh_backend.query(
            query.Every(),
            sort=[SortInstruction("id", ASC)],
        )
        self.print_result(result)
        self.assertEqual(2, result.hits)
        docs = result.docs
        self.assertEqual(
            {
                'id': u'1',
                'type': u'ticket',
                'unique_id': u'ticket:1',
                'score': 0
            }, docs[0])
        self.assertEqual(
            {
                'id': u'2',
                'type': u'ticket',
                'unique_id': u'ticket:2',
                'score': 1
            }, docs[1])

    def test_can_return_all_fields(self):
        self.whoosh_backend.add_doc(dict(id="1", type="ticket"))
        result = self.whoosh_backend.query(query.Every())
        self.print_result(result)
        docs = result.docs
        self.assertEqual(
            {
                'id': u'1',
                'type': u'ticket',
                'unique_id': u'ticket:1',
                "score": 1.0
            }, docs[0])

    def test_can_select_fields(self):
        self.whoosh_backend.add_doc(dict(id="1", type="ticket"))
        result = self.whoosh_backend.query(query.Every(),
                                           fields=("id", "type"))
        self.print_result(result)
        docs = result.docs
        self.assertEqual({'id': '1', 'type': 'ticket'}, docs[0])

    def test_can_survive_after_restart(self):
        self.whoosh_backend.add_doc(dict(id="1", type="ticket"))
        whoosh_backend2 = WhooshBackend(self.env)
        whoosh_backend2.add_doc(dict(id="2", type="ticket"))
        result = whoosh_backend2.query(query.Every())
        self.assertEqual(2, result.hits)

    def test_can_apply_multiple_sort_conditions_asc(self):
        self.whoosh_backend.add_doc(dict(id="2", type="ticket2"))
        self.whoosh_backend.add_doc(dict(id="3", type="ticket1"))
        self.whoosh_backend.add_doc(dict(id="4", type="ticket3"))
        self.whoosh_backend.add_doc(dict(id="1", type="ticket1"))
        result = self.whoosh_backend.query(
            query.Every(),
            sort=[SortInstruction("type", ASC),
                  SortInstruction("id", ASC)],
            fields=("id", "type"),
        )
        self.print_result(result)
        self.assertEqual([{
            'type': 'ticket1',
            'id': '1'
        }, {
            'type': 'ticket1',
            'id': '3'
        }, {
            'type': 'ticket2',
            'id': '2'
        }, {
            'type': 'ticket3',
            'id': '4'
        }], result.docs)

    def test_can_apply_multiple_sort_conditions_desc(self):
        self.whoosh_backend.add_doc(dict(id="2", type="ticket2"))
        self.whoosh_backend.add_doc(dict(id="3", type="ticket1"))
        self.whoosh_backend.add_doc(dict(id="4", type="ticket3"))
        self.whoosh_backend.add_doc(dict(id="1", type="ticket1"))
        result = self.whoosh_backend.query(
            query.Every(),
            sort=[SortInstruction("type", ASC),
                  SortInstruction("id", DESC)],
            fields=("id", "type"),
        )
        self.print_result(result)
        self.assertEqual([{
            'type': 'ticket1',
            'id': '3'
        }, {
            'type': 'ticket1',
            'id': '1'
        }, {
            'type': 'ticket2',
            'id': '2'
        }, {
            'type': 'ticket3',
            'id': '4'
        }], result.docs)

    def test_can_sort_by_score_and_date(self):
        the_first_date = datetime(2012, 12, 1)
        the_second_date = datetime(2012, 12, 2)
        the_third_date = datetime(2012, 12, 3)

        exact_match_string = "texttofind"
        not_exact_match_string = "texttofind bla"

        self.whoosh_backend.add_doc(
            dict(
                id="1",
                type="ticket",
                summary=not_exact_match_string,
                time=the_first_date,
            ))
        self.whoosh_backend.add_doc(
            dict(
                id="2",
                type="ticket",
                summary=exact_match_string,
                time=the_second_date,
            ))
        self.whoosh_backend.add_doc(
            dict(
                id="3",
                type="ticket",
                summary=not_exact_match_string,
                time=the_third_date,
            ))
        self.whoosh_backend.add_doc(
            dict(
                id="4",
                type="ticket",
                summary="some text out of search scope",
                time=the_third_date,
            ))

        parsed_query = self.parser.parse("summary:texttofind")

        result = self.whoosh_backend.query(
            parsed_query,
            sort=[SortInstruction(SCORE, ASC),
                  SortInstruction("time", DESC)],
        )
        self.print_result(result)
        self.assertEqual(3, result.hits)
        docs = result.docs
        #must be found first, because the highest score (of exact match)
        self.assertEqual("2", docs[0]["id"])
        #must be found second, because the time order DESC
        self.assertEqual("3", docs[1]["id"])
        #must be found third, because the time order DESC
        self.assertEqual("1", docs[2]["id"])

    def test_can_do_facet_count(self):
        self.whoosh_backend.add_doc(dict(id="1", type="ticket", product="A"))
        self.whoosh_backend.add_doc(dict(id="2", type="ticket", product="B"))
        self.whoosh_backend.add_doc(dict(id="3", type="wiki", product="A"))
        result = self.whoosh_backend.query(
            query.Every(),
            sort=[SortInstruction("type", ASC),
                  SortInstruction("id", DESC)],
            fields=("id", "type"),
            facets=("type", "product"))
        self.print_result(result)
        self.assertEqual(3, result.hits)
        facets = result.facets
        self.assertEqual({"ticket": 2, "wiki": 1}, facets["type"])
        self.assertEqual({"A": 2, "B": 1}, facets["product"])

    def test_can_do_facet_if_filed_missing_TODO(self):
        self.whoosh_backend.add_doc(dict(id="1", type="ticket"))
        self.whoosh_backend.add_doc(dict(id="2", type="ticket", status="New"))
        result = self.whoosh_backend.query(query.Every(),
                                           facets=("type", "status"))
        self.print_result(result)
        self.assertEqual(2, result.hits)
        facets = result.facets
        self.assertEqual({"ticket": 2}, facets["type"])
        self.assertEqual({None: 1, 'New': 1}, facets["status"])

    def test_can_return_empty_result(self):
        result = self.whoosh_backend.query(
            query.Every(),
            sort=[SortInstruction("type", ASC),
                  SortInstruction("id", DESC)],
            fields=("id", "type"),
            facets=("type", "product"))
        self.print_result(result)
        self.assertEqual(0, result.hits)

    def test_can_search_time_with_utc_tzinfo(self):
        time = datetime(2012,
                        12,
                        13,
                        11,
                        8,
                        34,
                        711957,
                        tzinfo=FixedOffset(0, 'UTC'))
        self.whoosh_backend.add_doc(dict(id="1", type="ticket", time=time))
        result = self.whoosh_backend.query(query.Every())
        self.print_result(result)
        self.assertEqual(time, result.docs[0]["time"])

    def test_can_search_time_without_tzinfo(self):
        time = datetime(2012, 12, 13, 11, 8, 34, 711957, tzinfo=None)
        self.whoosh_backend.add_doc(dict(id="1", type="ticket", time=time))
        result = self.whoosh_backend.query(query.Every())
        self.print_result(result)
        self.assertEqual(time.replace(tzinfo=utc), result.docs[0]["time"])

    def test_can_search_time_with_non_utc_tzinfo(self):
        hours = 8
        tz_diff = 1
        time = datetime(2012,
                        12,
                        13,
                        11,
                        hours,
                        34,
                        711957,
                        tzinfo=FixedOffset(tz_diff, "just_one_timezone"))
        self.whoosh_backend.add_doc(dict(id="1", type="ticket", time=time))
        result = self.whoosh_backend.query(query.Every())
        self.print_result(result)
        self.assertEqual(
            datetime(2012, 12, 13, 11, hours - tz_diff, 34, 711957,
                     tzinfo=utc), result.docs[0]["time"])

    def test_can_apply_filter_and_facet(self):
        self.whoosh_backend.add_doc(dict(id="1", type="ticket"))
        self.whoosh_backend.add_doc(dict(id="2", type="wiki"))
        result = self.whoosh_backend.query(query.Every(),
                                           filter=query.Term("type", "ticket"),
                                           facets=["type"])
        self.print_result(result)
        self.assertEqual(1, result.hits)
        self.assertEqual("ticket", result.docs[0]["type"])

    @unittest.skip("TODO clarify behavior on Whoosh mail list")
    def test_can_search_id_and_summary_TODO(self):
        #arrange
        self.insert_ticket("test x")
        self.insert_ticket("test 1")

        fieldboosts = dict(
            id=1,
            summary=1,
        )

        mfp = MultifieldPlugin(list(fieldboosts.keys()), )
        pins = [WhitespacePlugin, PhrasePlugin, mfp]
        parser = QueryParser(None, WhooshBackend.SCHEMA, plugins=pins)

        parsed_query = parser.parse("1")
        result = self.whoosh_backend.query(parsed_query)
        self.print_result(result)
        self.assertEqual(2, result.hits)

    def test_no_index_error_when_counting_facet_on_missing_field(self):
        """
        Whoosh 2.4.1 raises "IndexError: list index out of range"
        when search contains facets on field that is missing in at least one
        document in the index. The error manifests only when index contains
        more than one segment

        Introduced workaround should solve this problem.
        """
        #add more tickets to make sure we have more than one segment in index
        count = 20
        for i in range(count):
            self.insert_ticket("test %s" % (i))

        result = self.whoosh_backend.query(query.Every(), facets=["milestone"])
        self.assertEquals(count, result.hits)

    def test_can_query_missing_field_and_type(self):
        self.whoosh_backend.add_doc(dict(id="1", type="ticket"))
        self.whoosh_backend.add_doc(dict(id="2", type="ticket", milestone="A"))
        self.whoosh_backend.add_doc(dict(id="3", type="wiki"))
        filter = self.parser.parse_filters(
            ["NOT (milestone:*)", "type:ticket"])
        result = self.whoosh_backend.query(
            query.Every(),
            filter=filter,
        )
        self.print_result(result)
        self.assertEqual(1, result.hits)
        self.assertEqual("1", result.docs[0]["id"])

    def test_can_query_missing_field(self):
        self.whoosh_backend.add_doc(dict(id="1", type="ticket"))
        self.whoosh_backend.add_doc(dict(id="2", type="ticket", milestone="A"))
        filter = self.parser.parse_filters(["NOT (milestone:*)"])
        result = self.whoosh_backend.query(
            query.Every(),
            filter=filter,
        )
        self.print_result(result)
        self.assertEqual(1, result.hits)
        self.assertEqual("1", result.docs[0]["id"])

    @unittest.skip("TODO clarify behavior on Whoosh mail list")
    def test_can_query_missing_field_and_type_with_no_results(self):
        self.whoosh_backend.add_doc(dict(id="1", type="ticket"))
        self.whoosh_backend.add_doc(dict(id="3", type="wiki"))
        filter = self.parser.parse_filters(
            ["NOT (milestone:*)", "type:ticket"])
        result = self.whoosh_backend.query(
            query.Every(),
            filter=filter,
        )
        self.print_result(result)
        self.assertEqual(0, result.hits)

    def test_can_highlight_given_terms(self):
        term = 'search_term'
        text = "foo foo %s bar bar" % term
        self.whoosh_backend.add_doc(dict(id="1", type="ticket", content=text))
        self.whoosh_backend.add_doc(dict(id="3", type="wiki", content=text))
        search_query = self.parser.parse(term)

        result = self.whoosh_backend.query(
            search_query,
            highlight=True,
            highlight_fields=['content', 'summary'])
        self.print_result(result)

        self.assertEqual(len(result.highlighting), 2)
        for highlight in result.highlighting:
            self.assertIn(self._highlighted(term), highlight['content'])
            self.assertEquals("", highlight['summary'])

    def test_that_highlighting_escapes_html(self):
        term = 'search_term'
        text = "bla <a href=''>%s bar</a> bla" % term
        self.whoosh_backend.add_doc(dict(id="1", type="ticket", content=text))
        search_query = self.parser.parse(term)

        result = self.whoosh_backend.query(search_query,
                                           highlight=True,
                                           highlight_fields=['content'])
        self.print_result(result)

        self.assertEqual(len(result.highlighting), 1)
        highlight = result.highlighting[0]
        self.assertEquals(
            "bla &lt;a href=''&gt;<em>search_term</em> bar&lt;/a&gt; bla",
            highlight['content'])

    def test_highlights_all_text_fields_by_default(self):
        term = 'search_term'
        text = "foo foo %s bar bar" % term
        self.whoosh_backend.add_doc(dict(id="1", type="ticket", content=text))
        self.whoosh_backend.add_doc(dict(id="3", type="wiki", content=text))
        search_query = self.parser.parse(term)

        result = self.whoosh_backend.query(
            search_query,
            highlight=True,
        )
        self.print_result(result)

        self.assertEqual(len(result.highlighting), 2)
        for highlight in result.highlighting:
            self.assertIn('content', highlight)
            self.assertIn('summary', highlight)
            self.assertIn(self._highlighted(term), highlight['content'])

    def test_only_highlights_terms_in_fields_that_match_query(self):
        term = 'search_term'
        self.whoosh_backend.add_doc(dict(id=term, type="wiki", content=term))
        self.whoosh_backend.add_doc(dict(id=term, type="ticket", summary=term))
        search_query = self.parser.parse('id:%s' % term)

        result = self.whoosh_backend.query(
            search_query,
            highlight=True,
            highlight_fields=["id", "content", "summary"])
        self.print_result(result)

        self.assertEqual(len(result.highlighting), 2)
        for highlight in result.highlighting:
            self.assertIn(self._highlighted(term), highlight['id'])
            self.assertNotIn(self._highlighted(term), highlight['summary'])
            self.assertNotIn(self._highlighted(term), highlight['content'])

    def _highlighted(self, term):
        return '<em>%s</em>' % term
class WhooshBackendTestCase(BaseBloodhoundSearchTest):
    def setUp(self):
        super(WhooshBackendTestCase, self).setUp()
        self.whoosh_backend = WhooshBackend(self.env)
        self.whoosh_backend.recreate_index()
        self.parser = DefaultQueryParser(self.env)

    def test_can_retrieve_docs(self):
        self.whoosh_backend.add_doc(dict(id="1", type="ticket"))
        self.whoosh_backend.add_doc(dict(id="2", type="ticket"))
        result = self.whoosh_backend.query(
            query.Every(),
            sort = [SortInstruction("id", ASC)],
        )
        self.print_result(result)
        self.assertEqual(2, result.hits)
        docs = result.docs
        self.assertEqual(
            {'id': u'1', 'type': u'ticket', 'unique_id': u'empty:ticket:1',
             'score': u'1'},
            docs[0])
        self.assertEqual(
            {'id': u'2', 'type': u'ticket', 'unique_id': u'empty:ticket:2',
             'score': u'2'},
            docs[1])

    def test_can_return_all_fields(self):
        self.whoosh_backend.add_doc(dict(id="1", type="ticket"))
        result = self.whoosh_backend.query(query.Every())
        self.print_result(result)
        docs = result.docs
        self.assertEqual(
            {'id': u'1', 'type': u'ticket', 'unique_id': u'empty:ticket:1',
                "score": 1.0},
            docs[0])

    def test_can_select_fields(self):
        self.whoosh_backend.add_doc(dict(id="1", type="ticket"))
        result = self.whoosh_backend.query(query.Every(),
            fields=("id", "type"))
        self.print_result(result)
        docs = result.docs
        self.assertEqual(
            {'id': '1', 'type': 'ticket'},
            docs[0])

    def test_can_survive_after_restart(self):
        self.whoosh_backend.add_doc(dict(id="1", type="ticket"))
        whoosh_backend2 = WhooshBackend(self.env)
        whoosh_backend2.add_doc(dict(id="2", type="ticket"))
        result = whoosh_backend2.query(query.Every())
        self.assertEqual(2, result.hits)

    def test_can_apply_multiple_sort_conditions_asc(self):
        self.whoosh_backend.add_doc(dict(id="2", type="ticket2"))
        self.whoosh_backend.add_doc(dict(id="3", type="ticket1"))
        self.whoosh_backend.add_doc(dict(id="4", type="ticket3"))
        self.whoosh_backend.add_doc(dict(id="1", type="ticket1"))
        result = self.whoosh_backend.query(
            query.Every(),
            sort = [SortInstruction("type", ASC), SortInstruction("id", ASC)],
            fields=("id", "type"),
        )
        self.print_result(result)
        self.assertEqual([{'type': 'ticket1', 'id': '1'},
                          {'type': 'ticket1', 'id': '3'},
                          {'type': 'ticket2', 'id': '2'},
                          {'type': 'ticket3', 'id': '4'}],
            result.docs)

    def test_can_apply_multiple_sort_conditions_desc(self):
        self.whoosh_backend.add_doc(dict(id="2", type="ticket2"))
        self.whoosh_backend.add_doc(dict(id="3", type="ticket1"))
        self.whoosh_backend.add_doc(dict(id="4", type="ticket3"))
        self.whoosh_backend.add_doc(dict(id="1", type="ticket1"))
        result = self.whoosh_backend.query(
            query.Every(),
            sort = [SortInstruction("type", ASC), SortInstruction("id", DESC)],
            fields=("id", "type"),
        )
        self.print_result(result)
        self.assertEqual([{'type': 'ticket1', 'id': '3'},
                          {'type': 'ticket1', 'id': '1'},
                          {'type': 'ticket2', 'id': '2'},
                          {'type': 'ticket3', 'id': '4'}],
            result.docs)

    def test_can_sort_by_score_and_date(self):
        the_first_date = datetime(2012, 12, 1)
        the_second_date = datetime(2012, 12, 2)
        the_third_date = datetime(2012, 12, 3)

        exact_match_string = "texttofind"
        not_exact_match_string = "texttofind bla"

        self.whoosh_backend.add_doc(dict(
            id="1",
            type="ticket",
            summary=not_exact_match_string,
            time=the_first_date,
        ))
        self.whoosh_backend.add_doc(dict(
            id="2",
            type="ticket",
            summary=exact_match_string,
            time=the_second_date,
        ))
        self.whoosh_backend.add_doc(dict(
            id="3",
            type="ticket",
            summary=not_exact_match_string,
            time=the_third_date,
        ))
        self.whoosh_backend.add_doc(dict(
            id="4",
            type="ticket",
            summary="some text out of search scope",
            time=the_third_date,
        ))

        parsed_query = self.parser.parse("summary:texttofind")

        result = self.whoosh_backend.query(
            parsed_query,
            sort = [
                SortInstruction(SCORE, ASC),
                SortInstruction("time", DESC)
            ],
        )
        self.print_result(result)
        self.assertEqual(3, result.hits)
        docs = result.docs
        #must be found first, because the highest score (of exact match)
        self.assertEqual("2", docs[0]["id"])
        #must be found second, because the time order DESC
        self.assertEqual("3", docs[1]["id"])
        #must be found third, because the time order DESC
        self.assertEqual("1", docs[2]["id"])

    def test_can_do_facet_count(self):
        self.whoosh_backend.add_doc(dict(id="1", type="ticket", product="A"))
        self.whoosh_backend.add_doc(dict(id="2", type="ticket", product="B"))
        self.whoosh_backend.add_doc(dict(id="3", type="wiki", product="A"))
        result = self.whoosh_backend.query(
            query.Every(),
            sort = [SortInstruction("type", ASC), SortInstruction("id", DESC)],
            fields=("id", "type"),
            facets= ("type", "product")
        )
        self.print_result(result)
        self.assertEqual(3, result.hits)
        facets = result.facets
        self.assertEqual({"ticket":2, "wiki":1}, facets["type"])
        self.assertEqual({"A":2, "B":1}, facets["product"])

    def test_can_do_facet_if_filed_missing_TODO(self):
        self.whoosh_backend.add_doc(dict(id="1", type="ticket"))
        self.whoosh_backend.add_doc(dict(id="2", type="ticket", status="New"))
        result = self.whoosh_backend.query(
            query.Every(),
            facets= ("type", "status")
        )
        self.print_result(result)
        self.assertEqual(2, result.hits)
        facets = result.facets
        self.assertEqual({"ticket":2}, facets["type"])
        self.assertEqual({None: 1, 'New': 1}, facets["status"])

    def test_can_return_empty_result(self):
        result = self.whoosh_backend.query(
            query.Every(),
            sort = [SortInstruction("type", ASC), SortInstruction("id", DESC)],
            fields=("id", "type"),
            facets= ("type", "product")
        )
        self.print_result(result)
        self.assertEqual(0, result.hits)

    def test_can_search_time_with_utc_tzinfo(self):
        time = datetime(2012, 12, 13, 11, 8, 34, 711957,
            tzinfo=FixedOffset(0, 'UTC'))
        self.whoosh_backend.add_doc(dict(id="1", type="ticket", time=time))
        result = self.whoosh_backend.query(query.Every())
        self.print_result(result)
        self.assertEqual(time, result.docs[0]["time"])

    def test_can_search_time_without_tzinfo(self):
        time = datetime(2012, 12, 13, 11, 8, 34, 711957, tzinfo=None)
        self.whoosh_backend.add_doc(dict(id="1", type="ticket", time=time))
        result = self.whoosh_backend.query(query.Every())
        self.print_result(result)
        self.assertEqual(time.replace(tzinfo=utc), result.docs[0]["time"])

    def test_can_search_time_with_non_utc_tzinfo(self):
        hours = 8
        tz_diff = 1
        time = datetime(2012, 12, 13, 11, hours, 34, 711957,
            tzinfo=FixedOffset(tz_diff, "just_one_timezone"))
        self.whoosh_backend.add_doc(dict(id="1", type="ticket", time=time))
        result = self.whoosh_backend.query(query.Every())
        self.print_result(result)
        self.assertEqual(datetime(2012, 12, 13, 11, hours-tz_diff, 34, 711957,
                    tzinfo=utc), result.docs[0]["time"])


    def test_can_apply_filter_and_facet(self):
        self.whoosh_backend.add_doc(dict(id="1", type="ticket"))
        self.whoosh_backend.add_doc(dict(id="2", type="wiki" ))
        result = self.whoosh_backend.query(
            query.Every(),
            filter=query.Term("type", "ticket"),
            facets=["type"]
        )
        self.print_result(result)
        self.assertEqual(1, result.hits)
        self.assertEqual("ticket", result.docs[0]["type"])

    @unittest.skip("TODO clarify behavior on Whoosh mail list")
    def test_can_search_id_and_summary_TODO(self):
        #arrange
        self.insert_ticket("test x")
        self.insert_ticket("test 1")

        fieldboosts = dict(
            id = 1,
            summary = 1,
        )

        mfp = MultifieldPlugin(list(fieldboosts.keys()),)
        pins = [WhitespacePlugin,
                PhrasePlugin,
                mfp]
        parser =  QueryParser(None, WhooshBackend.SCHEMA, plugins=pins)

        parsed_query = parser.parse("1")
        result = self.whoosh_backend.query(parsed_query)
        self.print_result(result)
        self.assertEqual(2, result.hits)

    def test_no_index_error_when_counting_facet_on_missing_field(self):
        """
        Whoosh 2.4.1 raises "IndexError: list index out of range"
        when search contains facets on field that is missing in at least one
        document in the index. The error manifests only when index contains
        more than one segment

        Introduced workaround should solve this problem.
        """
        #add more tickets to make sure we have more than one segment in index
        count = 20
        for i in range(count):
            self.insert_ticket("test %s" % (i))

        result = self.whoosh_backend.query(
            query.Every(),
            facets=["milestone"]
        )
        self.assertEquals(count, result.hits)

    def test_can_query_missing_field_and_type(self):
        self.whoosh_backend.add_doc(dict(id="1", type="ticket"))
        self.whoosh_backend.add_doc(dict(id="2", type="ticket", milestone="A"))
        self.whoosh_backend.add_doc(dict(id="3", type="wiki"))
        filter = self.parser.parse_filters(["NOT (milestone:*)", "type:ticket"])
        result = self.whoosh_backend.query(
            query.Every(),
            filter=filter,
        )
        self.print_result(result)
        self.assertEqual(1, result.hits)
        self.assertEqual("1", result.docs[0]["id"])


    def test_can_query_missing_field(self):
        self.whoosh_backend.add_doc(dict(id="1", type="ticket"))
        self.whoosh_backend.add_doc(dict(id="2", type="ticket", milestone="A"))
        filter = self.parser.parse_filters(["NOT (milestone:*)"])
        result = self.whoosh_backend.query(
            query.Every(),
            filter=filter,
        )
        self.print_result(result)
        self.assertEqual(1, result.hits)
        self.assertEqual("1", result.docs[0]["id"])


    @unittest.skip("TODO clarify behavior on Whoosh mail list")
    def test_can_query_missing_field_and_type_with_no_results(self):
        self.whoosh_backend.add_doc(dict(id="1", type="ticket"))
        self.whoosh_backend.add_doc(dict(id="3", type="wiki"))
        filter = self.parser.parse_filters(["NOT (milestone:*)", "type:ticket"])
        result = self.whoosh_backend.query(
            query.Every(),
            filter=filter,
        )
        self.print_result(result)
        self.assertEqual(0, result.hits)

    def test_can_highlight_given_terms(self):
        term = 'search_term'
        text = "foo foo %s bar bar" % term
        self.whoosh_backend.add_doc(dict(id="1", type="ticket", content=text))
        self.whoosh_backend.add_doc(dict(id="3", type="wiki", content=text))
        search_query = self.parser.parse(term)

        result = self.whoosh_backend.query(
            search_query,
            highlight=True,
            highlight_fields=['content', 'summary']
        )
        self.print_result(result)

        self.assertEqual(len(result.highlighting), 2)
        for highlight in result.highlighting:
            self.assertIn(self._highlighted(term), highlight['content'])
            self.assertEquals("", highlight['summary'])

    def test_that_highlighting_escapes_html(self):
        term = 'search_term'
        text = "bla <a href=''>%s bar</a> bla" % term
        self.whoosh_backend.add_doc(dict(id="1", type="ticket", content=text))
        search_query = self.parser.parse(term)

        result = self.whoosh_backend.query(
            search_query,
            highlight=True,
            highlight_fields=['content']
        )
        self.print_result(result)

        self.assertEqual(len(result.highlighting), 1)
        highlight = result.highlighting[0]
        self.assertEquals(
            "bla &lt;a href=''&gt;<em>search_term</em> bar&lt;/a&gt; bla",
            highlight['content'])

    def test_highlights_all_text_fields_by_default(self):
        term = 'search_term'
        text = "foo foo %s bar bar" % term
        self.whoosh_backend.add_doc(dict(id="1", type="ticket", content=text))
        self.whoosh_backend.add_doc(dict(id="3", type="wiki", content=text))
        search_query = self.parser.parse(term)

        result = self.whoosh_backend.query(
            search_query,
            highlight=True,
        )
        self.print_result(result)

        self.assertEqual(len(result.highlighting), 2)
        for highlight in result.highlighting:
            self.assertIn('content', highlight)
            self.assertIn('summary', highlight)
            self.assertIn(self._highlighted(term), highlight['content'])

    def test_only_highlights_terms_in_fields_that_match_query(self):
        term = 'search_term'
        self.whoosh_backend.add_doc(dict(id=term, type="wiki", content=term))
        self.whoosh_backend.add_doc(dict(id=term, type="ticket", summary=term))
        search_query = self.parser.parse('id:%s' % term)

        result = self.whoosh_backend.query(
            search_query,
            highlight=True,
            highlight_fields=["id", "content", "summary"]
        )
        self.print_result(result)

        self.assertEqual(len(result.highlighting), 2)
        for highlight in result.highlighting:
            self.assertIn(self._highlighted(term), highlight['id'])
            self.assertNotIn(self._highlighted(term), highlight['summary'])
            self.assertNotIn(self._highlighted(term), highlight['content'])

    def _highlighted(self, term):
        return '<em>%s</em>' % term