def related_questions(self):
"""Return questions that are 'morelikethis' document."""
# Only documents in default IA categories have related.
if (
self.redirect_url()
or not self.current_revision
or self.category not in settings.IA_DEFAULT_CATEGORIES
or self.locale not in settings.AAQ_LANGUAGES
):
return []
# First try to get the results from the cache
key = "wiki_document:related_questions:%s" % self.id
questions = cache.get(key)
if questions is not None:
statsd.incr("wiki.related_questions.cache.hit")
log.debug("Getting MLT questions for {doc} from cache.".format(doc=repr(self)))
return questions
try:
statsd.incr("wiki.related_questions.cache.miss")
max_age = settings.SEARCH_DEFAULT_MAX_QUESTION_AGE
start_date = int(time.time()) - max_age
s = Question.get_mapping_type().search()
questions = (
s.values_dict("id", "question_title", "url")
.filter(
question_locale=self.locale,
product__in=[p.slug for p in self.get_products()],
question_has_helpful=True,
created__gte=start_date,
)
.query(
__mlt={
"fields": ["question_title", "question_content"],
"like_text": self.title,
"min_term_freq": 1,
"min_doc_freq": 1,
}
)[:3]
)
questions = list(questions)
cache.add(key, questions)
except ES_EXCEPTIONS:
statsd.incr("wiki.related_questions.esexception")
log.exception("ES MLT related_questions")
questions = []
return questions
def related_questions(self):
"""Return questions that are 'morelikethis' document."""
# Only documents in default IA categories have related.
if (self.redirect_url() or not self.current_revision or
self.category not in settings.IA_DEFAULT_CATEGORIES or
self.locale not in settings.AAQ_LANGUAGES):
return []
# First try to get the results from the cache
key = 'wiki_document:related_questions:%s' % self.id
questions = cache.get(key)
if questions is not None:
statsd.incr('wiki.related_questions.cache.hit')
log.debug('Getting MLT questions for {doc} from cache.'
.format(doc=repr(self)))
return questions
try:
statsd.incr('wiki.related_questions.cache.miss')
max_age = settings.SEARCH_DEFAULT_MAX_QUESTION_AGE
start_date = int(time.time()) - max_age
s = Question.get_mapping_type().search()
questions = s.values_dict('id', 'question_title', 'url').filter(
question_locale=self.locale,
product__in=[p.slug for p in self.get_products()],
question_has_helpful=True,
created__gte=start_date
).query(
__mlt={
'fields': ['question_title', 'question_content'],
'like_text': self.title,
'min_term_freq': 1,
'min_doc_freq': 1,
}
)[:3]
questions = list(questions)
cache.add(key, questions)
except ES_EXCEPTIONS as exc:
statsd.incr('wiki.related_questions.esexception')
log.exception('ES MLT related_questions')
questions = []
return questions
def related_questions(self):
"""Return questions that are 'morelikethis' document."""
# Only documents in default IA categories have related.
if (self.redirect_url() or not self.current_revision or
self.category not in settings.IA_DEFAULT_CATEGORIES):
return []
# First try to get the results from the cache
key = 'wiki_document:related_questions:%s' % self.id
questions = cache.get(key)
if questions is not None:
statsd.incr('wiki.related_questions.cache.hit')
log.debug('Getting MLT questions for {doc} from cache.'
.format(doc=repr(self)))
return questions
try:
statsd.incr('wiki.related_questions.cache.miss')
max_age = settings.SEARCH_DEFAULT_MAX_QUESTION_AGE
start_date = int(time.time()) - max_age
s = Question.get_mapping_type().search()
questions = s.values_dict('id', 'question_title', 'url').filter(
question_locale=self.locale,
product__in=[p.slug for p in self.get_products()],
question_has_helpful=True,
created__gte=start_date
).query(
__mlt={
'fields': ['question_title', 'question_content'],
'like_text': self.title,
'min_term_freq': 1,
'min_doc_freq': 1,
}
)[:3]
questions = list(questions)
cache.add(key, questions)
except ES_EXCEPTIONS as exc:
statsd.incr('wiki.related_questions.esexception')
log.error('ES MLT {err} related_questions for {doc}'.format(
doc=repr(self), err=str(exc)))
questions = []
return questions
