def test_change_publishedcontents_impacts_chapter(self):
if not self.manager.connected_to_es:
return
# 1. Create middle-size content and index it
text = 'test'
tuto = PublishableContentFactory(type='TUTORIAL')
tuto_draft = tuto.load_version()
tuto.title = text
tuto.authors.add(self.user)
tuto.save()
tuto_draft.repo_update_top_container(
text, tuto.slug, text,
text) # change title to be sure it will match
chapter1 = ContainerFactory(parent=tuto_draft, db_object=tuto)
chapter1.repo_update(text, text, text)
extract = ExtractFactory(container=chapter1, db_object=tuto)
extract.repo_update(text, text)
published = publish_content(tuto, tuto_draft, is_major_update=True)
tuto.sha_public = tuto_draft.current_version
tuto.sha_draft = tuto_draft.current_version
tuto.public_version = published
tuto.save()
self.manager.es_bulk_indexing_of_model(PublishedContent)
self.manager.refresh_index()
self.assertEqual(
len(
self.manager.setup_search(Search().query(
MatchAll())).execute()), 2) # indexing ok
result = self.client.get(reverse('search:query') + '?q=' + text +
'&models=content',
follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 2)
chapters = [r for r in response if r.meta.doc_type == 'chapter']
self.assertEqual(chapters[0].meta.doc_type,
FakeChapter.get_es_document_type())
self.assertEqual(chapters[0].meta.id,
published.content_public_slug + '__' + chapter1.slug)
# 2. Change tuto: delete chapter and insert new one !
tuto = PublishableContent.objects.get(pk=tuto.pk)
tuto_draft = tuto.load_version()
tuto_draft.children[0].repo_delete() # chapter 1 is gone !
another_text = 'another thing'
self.assertTrue(
text not in another_text
) # to prevent a future modification from breaking this test
chapter2 = ContainerFactory(parent=tuto_draft, db_object=tuto)
chapter2.repo_update(another_text, another_text, another_text)
extract2 = ExtractFactory(container=chapter2, db_object=tuto)
extract2.repo_update(another_text, another_text)
published = publish_content(tuto, tuto_draft, is_major_update=False)
tuto.sha_public = tuto_draft.current_version
tuto.sha_draft = tuto_draft.current_version
tuto.public_version = published
tuto.save()
self.manager.es_bulk_indexing_of_model(PublishedContent)
self.manager.refresh_index()
self.assertEqual(
len(
self.manager.setup_search(Search().query(
MatchAll())).execute()), 2) # 2 objects, not 3 !
result = self.client.get(reverse('search:query') + '?q=' + text +
'&models=content',
follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
contents = [r for r in response if r.meta.doc_type != 'chapter']
self.assertEqual(response.hits.total,
len(contents)) # no chapter found anymore
result = self.client.get(reverse('search:query') + '?q=' +
another_text + '&models=content',
follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
chapters = [r for r in response if r.meta.doc_type == 'chapter']
self.assertEqual(response.hits.total, 1)
self.assertEqual(chapters[0].meta.doc_type,
FakeChapter.get_es_document_type())
self.assertEqual(chapters[0].meta.id, published.content_public_slug +
'__' + chapter2.slug) # got new chapter
def test_upercase_and_lowercase_search_give_same_results(self):
"""Pretty self-explanatory function name, isn't it ?"""
if not self.manager.connected_to_es:
return
# 1. Index lowercase stuffs
text_lc = 'test'
topic_1_lc = TopicFactory(forum=self.forum,
author=self.user,
title=text_lc)
tag_lc = TagFactory(title=text_lc)
topic_1_lc.tags.add(tag_lc)
topic_1_lc.subtitle = text_lc
topic_1_lc.save()
post_1_lc = PostFactory(topic=topic_1_lc, author=self.user, position=1)
post_1_lc.text = post_1_lc.text_html = text_lc
post_1_lc.save()
tuto_lc = PublishableContentFactory(type='TUTORIAL')
tuto_draft_lc = tuto_lc.load_version()
tuto_lc.title = text_lc
tuto_lc.authors.add(self.user)
subcategory_lc = SubCategoryFactory(title=text_lc)
tuto_lc.subcategory.add(subcategory_lc)
tuto_lc.tags.add(tag_lc)
tuto_lc.save()
tuto_draft_lc.description = text_lc
tuto_draft_lc.repo_update_top_container(text_lc, tuto_lc.slug, text_lc,
text_lc)
chapter1_lc = ContainerFactory(parent=tuto_draft_lc, db_object=tuto_lc)
extract_lc = ExtractFactory(container=chapter1_lc, db_object=tuto_lc)
extract_lc.repo_update(text_lc, text_lc)
published_lc = publish_content(tuto_lc,
tuto_draft_lc,
is_major_update=True)
tuto_lc.sha_public = tuto_draft_lc.current_version
tuto_lc.sha_draft = tuto_draft_lc.current_version
tuto_lc.public_version = published_lc
tuto_lc.save()
# 2. Index uppercase stuffs
text_uc = 'TEST'
topic_1_uc = TopicFactory(forum=self.forum,
author=self.user,
title=text_uc)
topic_1_uc.tags.add(
tag_lc) # Note: a constraint forces tags title to be unique
topic_1_uc.subtitle = text_uc
topic_1_uc.save()
post_1_uc = PostFactory(topic=topic_1_uc, author=self.user, position=1)
post_1_uc.text = post_1_uc.text_html = text_uc
post_1_uc.save()
tuto_uc = PublishableContentFactory(type='TUTORIAL')
tuto_draft_uc = tuto_uc.load_version()
tuto_uc.title = text_uc
tuto_uc.authors.add(self.user)
tuto_uc.subcategory.add(subcategory_lc)
tuto_uc.tags.add(tag_lc)
tuto_uc.save()
tuto_draft_uc.description = text_uc
tuto_draft_uc.repo_update_top_container(text_uc, tuto_uc.slug, text_uc,
text_uc)
chapter1_uc = ContainerFactory(parent=tuto_draft_uc, db_object=tuto_uc)
extract_uc = ExtractFactory(container=chapter1_uc, db_object=tuto_uc)
extract_uc.repo_update(text_uc, text_uc)
published_uc = publish_content(tuto_uc,
tuto_draft_uc,
is_major_update=True)
tuto_uc.sha_public = tuto_draft_uc.current_version
tuto_uc.sha_draft = tuto_draft_uc.current_version
tuto_uc.public_version = published_uc
tuto_uc.save()
# 3. Index and search:
self.assertEqual(
len(
self.manager.setup_search(Search().query(
MatchAll())).execute()), 0)
# index
for model in self.indexable:
if model is FakeChapter:
continue
self.manager.es_bulk_indexing_of_model(model)
self.manager.refresh_index()
result = self.client.get(reverse('search:query') + '?q=' + text_lc,
follow=False)
self.assertEqual(result.status_code, 200)
response_lc = result.context['object_list'].execute()
self.assertEqual(response_lc.hits.total, 8)
result = self.client.get(reverse('search:query') + '?q=' + text_uc,
follow=False)
self.assertEqual(result.status_code, 200)
response_uc = result.context['object_list'].execute()
self.assertEqual(response_uc.hits.total, 8)
for responses in zip(
response_lc,
response_uc): # we should get results in the same order!
self.assertEqual(responses[0].meta.id, responses[1].meta.id)
def test_boosts(self):
"""Check if boosts are doing their job"""
if not self.manager.connected_to_es:
return
# 1. Create topics (with identical titles), posts (with identical texts), an article and a tuto
text = 'test'
topic_1_solved_sticky = TopicFactory(forum=self.forum,
author=self.user)
topic_1_solved_sticky.title = text
topic_1_solved_sticky.subtitle = ''
topic_1_solved_sticky.is_solved = True
topic_1_solved_sticky.is_sticky = True
topic_1_solved_sticky.save()
post_1 = PostFactory(topic=topic_1_solved_sticky,
author=self.user,
position=1)
post_1.text = post_1.text_html = text
post_1.save()
post_2_useful = PostFactory(topic=topic_1_solved_sticky,
author=self.user,
position=2)
post_2_useful.text = post_2_useful.text_html = text
post_2_useful.is_useful = True
post_2_useful.like = 5
post_2_useful.dislike = 2 # l/d ratio above 1
post_2_useful.save()
topic_2_locked = TopicFactory(forum=self.forum,
author=self.user,
title=text)
topic_2_locked.title = text
topic_2_locked.subtitle = ''
topic_2_locked.is_locked = True
topic_2_locked.save()
post_3_ld_below_1 = PostFactory(topic=topic_2_locked,
author=self.user,
position=1)
post_3_ld_below_1.text = post_3_ld_below_1.text_html = text
post_3_ld_below_1.like = 2
post_3_ld_below_1.dislike = 5 # l/d ratio below 1
post_3_ld_below_1.save()
tuto = PublishableContentFactory(type='TUTORIAL')
tuto_draft = tuto.load_version()
tuto.title = text
tuto.authors.add(self.user)
tuto.save()
tuto_draft.repo_update_top_container(text, tuto.slug, text, text)
chapter1 = ContainerFactory(parent=tuto_draft, db_object=tuto)
chapter1.repo_update(text, 'Who cares ?', 'Same here')
ExtractFactory(container=chapter1, db_object=tuto)
published_tuto = publish_content(tuto,
tuto_draft,
is_major_update=True)
tuto.sha_public = tuto_draft.current_version
tuto.sha_draft = tuto_draft.current_version
tuto.public_version = published_tuto
tuto.save()
article = PublishedContentFactory(type='ARTICLE', title=text)
published_article = PublishedContent.objects.get(content_pk=article.pk)
opinion_not_picked = PublishedContentFactory(type='OPINION',
title=text)
published_opinion_not_picked = PublishedContent.objects.get(
content_pk=opinion_not_picked.pk)
opinion_picked = PublishedContentFactory(type='OPINION', title=text)
opinion_picked.sha_picked = opinion_picked.sha_draft
opinion_picked.date_picked = datetime.datetime.now()
opinion_picked.save()
published_opinion_picked = PublishedContent.objects.get(
content_pk=opinion_picked.pk)
for model in self.indexable:
if model is FakeChapter:
continue
self.manager.es_bulk_indexing_of_model(model)
self.manager.refresh_index()
self.assertEqual(
len(
self.manager.setup_search(Search().query(
MatchAll())).execute()), 10)
# 2. Reset all boosts to 1
for doc_type in settings.ZDS_APP['search']['boosts']:
for key in settings.ZDS_APP['search']['boosts'][doc_type]:
settings.ZDS_APP['search']['boosts'][doc_type][key] = 1.0
# 3. Test posts
result = self.client.get(reverse('search:query') + '?q=' + text +
'&models=' + Post.get_es_document_type(),
follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 3)
# score are equals without boost:
self.assertTrue(response[0].meta.score == response[1].meta.score ==
response[2].meta.score)
settings.ZDS_APP['search']['boosts']['post']['if_first'] = 2.0
result = self.client.get(reverse('search:query') + '?q=' + text +
'&models=' + Post.get_es_document_type(),
follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 3)
self.assertTrue(response[0].meta.score == response[1].meta.score >
response[2].meta.score)
self.assertEqual(response[2].meta.id, str(
post_2_useful.pk)) # post 2 is the only one not first
settings.ZDS_APP['search']['boosts']['post']['if_first'] = 1.0
settings.ZDS_APP['search']['boosts']['post']['if_useful'] = 2.0
result = self.client.get(reverse('search:query') + '?q=' + text +
'&models=' + Post.get_es_document_type(),
follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 3)
self.assertTrue(response[0].meta.score > response[1].meta.score ==
response[2].meta.score)
self.assertEqual(response[0].meta.id,
str(post_2_useful.pk)) # post 2 is useful
settings.ZDS_APP['search']['boosts']['post']['if_useful'] = 1.0
settings.ZDS_APP['search']['boosts']['post']['ld_ratio_above_1'] = 2.0
result = self.client.get(reverse('search:query') + '?q=' + text +
'&models=' + Post.get_es_document_type(),
follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 3)
self.assertTrue(response[0].meta.score > response[1].meta.score ==
response[2].meta.score)
self.assertEqual(response[0].meta.id, str(
post_2_useful.pk)) # post 2 have a l/d ratio of 5/2
settings.ZDS_APP['search']['boosts']['post']['ld_ratio_above_1'] = 1.0
settings.ZDS_APP['search']['boosts']['post'][
'ld_ratio_below_1'] = 2.0 # no one would do that in real life
result = self.client.get(reverse('search:query') + '?q=' + text +
'&models=' + Post.get_es_document_type(),
follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 3)
self.assertTrue(response[0].meta.score > response[1].meta.score ==
response[2].meta.score)
self.assertEqual(response[0].meta.id, str(
post_3_ld_below_1.pk)) # post 3 have a l/d ratio of 2/5
settings.ZDS_APP['search']['boosts']['post']['ld_ratio_below_1'] = 1.0
# 4. Test topics
result = self.client.get(reverse('search:query') + '?q=' + text +
'&models=' + Topic.get_es_document_type(),
follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 2)
# score are equals without boost:
self.assertTrue(response[0].meta.score == response[1].meta.score)
settings.ZDS_APP['search']['boosts']['topic']['if_sticky'] = 2.0
result = self.client.get(reverse('search:query') + '?q=' + text +
'&models=' + Topic.get_es_document_type(),
follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 2)
self.assertTrue(response[0].meta.score > response[1].meta.score)
self.assertEqual(response[0].meta.id,
str(topic_1_solved_sticky.pk)) # topic 1 is sticky
settings.ZDS_APP['search']['boosts']['topic']['if_sticky'] = 1.0
settings.ZDS_APP['search']['boosts']['topic']['if_solved'] = 2.0
result = self.client.get(reverse('search:query') + '?q=' + text +
'&models=' + Topic.get_es_document_type(),
follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 2)
self.assertTrue(response[0].meta.score > response[1].meta.score)
self.assertEqual(response[0].meta.id,
str(topic_1_solved_sticky.pk)) # topic 1 is solved
settings.ZDS_APP['search']['boosts']['topic']['if_solved'] = 1.0
settings.ZDS_APP['search']['boosts']['topic'][
'if_locked'] = 2.0 # no one would do that in real life
result = self.client.get(reverse('search:query') + '?q=' + text +
'&models=' + Topic.get_es_document_type(),
follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 2)
self.assertTrue(response[0].meta.score > response[1].meta.score)
self.assertEqual(response[0].meta.id,
str(topic_2_locked.pk)) # topic 2 is locked
settings.ZDS_APP['search']['boosts']['topic'][
'if_locked'] = 1.0 # no one would do that in real life
# 5. Test published contents
result = self.client.get(reverse('search:query') + '?q=' + text +
'&models=content',
follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 5)
# score are equals without boost:
self.assertTrue(
response[0].meta.score == response[1].meta.score == response[2].
meta.score == response[3].meta.score == response[4].meta.score)
settings.ZDS_APP['search']['boosts']['publishedcontent'][
'if_article'] = 2.0
result = self.client.get(reverse('search:query') + '?q=' + text +
'&models=content',
follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 5)
self.assertTrue(response[0].meta.score > response[1].meta.score)
self.assertEqual(response[0].meta.id,
str(published_article.pk)) # obvious
settings.ZDS_APP['search']['boosts']['publishedcontent'][
'if_article'] = 1.0
settings.ZDS_APP['search']['boosts']['publishedcontent'][
'if_tutorial'] = 2.0
result = self.client.get(reverse('search:query') + '?q=' + text +
'&models=content',
follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 5)
self.assertTrue(response[0].meta.score > response[1].meta.score)
self.assertEqual(response[0].meta.id,
str(published_tuto.pk)) # obvious
settings.ZDS_APP['search']['boosts']['publishedcontent'][
'if_tutorial'] = 1.0
settings.ZDS_APP['search']['boosts']['publishedcontent'][
'if_opinion'] = 2.0
settings.ZDS_APP['search']['boosts']['publishedcontent'][
'if_opinion_not_picked'] = 4.0
# Note: in "real life", unpicked opinion would get a boost < 1.
result = self.client.get(reverse('search:query') + '?q=' + text +
'&models=content',
follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 5)
self.assertTrue(response[0].meta.score > response[1].meta.score >
response[2].meta.score)
self.assertEqual(
response[0].meta.id,
str(published_opinion_not_picked.pk)) # unpicked opinion got first
self.assertEqual(response[1].meta.id, str(published_opinion_picked.pk))
settings.ZDS_APP['search']['boosts']['publishedcontent'][
'if_opinion'] = 1.0
settings.ZDS_APP['search']['boosts']['publishedcontent'][
'if_opinion_not_picked'] = 1.0
settings.ZDS_APP['search']['boosts']['publishedcontent'][
'if_medium_or_big_tutorial'] = 2.0
result = self.client.get(reverse('search:query') + '?q=' + text +
'&models=content',
follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 5)
self.assertTrue(response[0].meta.score > response[1].meta.score)
self.assertEqual(response[0].meta.id,
str(published_tuto.pk)) # obvious
settings.ZDS_APP['search']['boosts']['publishedcontent'][
'if_medium_or_big_tutorial'] = 1.0
# 6. Test global boosts
# NOTE: score are NOT the same for all documents, no matter how hard it tries to, small differences exists
for model in self.indexable:
# set a huge number to overcome the small differences:
settings.ZDS_APP['search']['boosts'][
model.get_es_document_type()]['global'] = 10.0
result = self.client.get(reverse('search:query') + '?q=' + text,
follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 10)
self.assertEqual(response[0].meta.doc_type,
model.get_es_document_type()) # obvious
settings.ZDS_APP['search']['boosts'][
model.get_es_document_type()]['global'] = 1.0
def test_basic_search(self):
"""Basic search and filtering"""
if not self.manager.connected_to_es:
return
# 1. Index and test search:
text = 'test'
topic_1 = TopicFactory(forum=self.forum, author=self.user, title=text)
post_1 = PostFactory(topic=topic_1, author=self.user, position=1)
post_1.text = post_1.text_html = text
post_1.save()
# create a middle-size content and publish it
tuto = PublishableContentFactory(type='TUTORIAL')
tuto_draft = tuto.load_version()
tuto.title = text
tuto.authors.add(self.user)
tuto.save()
tuto_draft.repo_update_top_container(
text, tuto.slug, text,
text) # change title to be sure it will match
chapter1 = ContainerFactory(parent=tuto_draft, db_object=tuto)
extract = ExtractFactory(container=chapter1, db_object=tuto)
extract.repo_update(text, text)
published = publish_content(tuto, tuto_draft, is_major_update=True)
tuto.sha_public = tuto_draft.current_version
tuto.sha_draft = tuto_draft.current_version
tuto.public_version = published
tuto.save()
# nothing has been indexed yet:
self.assertEqual(
len(
self.manager.setup_search(Search().query(
MatchAll())).execute()), 0)
# index
for model in self.indexable:
if model is FakeChapter:
continue
self.manager.es_bulk_indexing_of_model(model)
self.manager.refresh_index()
result = self.client.get(reverse('search:query') + '?q=' + text,
follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 4) # get 4 results
# 2. Test filtering:
topic_1 = Topic.objects.get(pk=topic_1.pk)
post_1 = Post.objects.get(pk=post_1.pk)
published = PublishedContent.objects.get(pk=published.pk)
ids = {
'topic': [topic_1.es_id],
'post': [post_1.es_id],
'content': [
published.es_id,
published.content_public_slug + '__' + chapter1.slug
],
}
search_groups = [
k for k, v in settings.ZDS_APP['search']['search_groups'].items()
]
group_to_model = {
k: v[1]
for k, v in settings.ZDS_APP['search']['search_groups'].items()
}
for doc_type in search_groups:
result = self.client.get(reverse('search:query') + '?q=' + text +
'&models=' + doc_type,
follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total,
len(ids[doc_type])) # get 1 result of each …
for i, r in enumerate(response):
self.assertIn(
r.meta.doc_type,
group_to_model[doc_type]) # … and only of the right type …
self.assertEqual(r.meta.id,
ids[doc_type][i]) # … with the right id !
def test_special_case_of_contents(self):
"""test that the old publishedcontent does not stay when a new one is created"""
if not self.manager.connected_to_es:
return
# 1. Create a middle-tutorial, publish it, then index it
tuto = PublishableContentFactory(type='TUTORIAL')
tuto.authors.add(self.user)
tuto.save()
tuto_draft = tuto.load_version()
chapter1 = ContainerFactory(parent=tuto_draft, db_object=tuto)
ExtractFactory(container=chapter1, db_object=tuto)
published = publish_content(tuto, tuto_draft, is_major_update=True)
tuto.sha_public = tuto_draft.current_version
tuto.sha_draft = tuto_draft.current_version
tuto.public_version = published
tuto.save()
self.manager.es_bulk_indexing_of_model(PublishedContent, force_reindexing=True) # index
self.manager.refresh_index()
first_publication = PublishedContent.objects.get(content_pk=tuto.pk)
self.assertTrue(first_publication.es_already_indexed)
self.assertFalse(first_publication.es_flagged)
s = Search()
s.query(MatchAll())
results = self.manager.setup_search(s).execute()
self.assertEqual(len(results), 2) # get 2 results, one for the content and one for the chapter
self.assertEqual(PublishedContent.objects.count(), 1)
# 2. Change thet title, which will trigger a change in the slug
tuto = PublishableContent.objects.get(pk=tuto.pk)
versioned = tuto.load_version(sha=tuto.sha_draft)
tuto.title = 'un titre complètement différent!'
tuto.save()
versioned.repo_update_top_container(tuto.title, tuto.slug, 'osef', 'osef')
second_publication = publish_content(tuto, versioned, True)
tuto.sha_public = versioned.current_version
tuto.sha_draft = versioned.current_version
tuto.public_version = second_publication
tuto.save()
self.assertEqual(PublishedContent.objects.count(), 2) # now there is two objects ...
first_publication = PublishedContent.objects.get(pk=first_publication.pk)
self.assertTrue(first_publication.must_redirect) # .. including the first one, for redirection
self.manager.refresh_index()
s = Search()
s.query(MatchAll())
results = self.manager.setup_search(s).execute()
self.assertEqual(len(results), 0) # the old one is gone (and we need to reindex to get the new one)
# 3. Check if indexation brings the new one, and not the old one
self.manager.es_bulk_indexing_of_model(PublishedContent, force_reindexing=True) # index
self.manager.refresh_index()
first_publication = PublishedContent.objects.get(pk=first_publication.pk)
second_publication = PublishedContent.objects.get(pk=second_publication.pk)
s = Search()
s.query(MatchAll())
results = self.manager.setup_search(s).execute()
self.assertEqual(len(results), 2) # Still 2, not 4 !
found_old = False
found_new = False
for hit in results:
if hit.meta.doc_type == PublishedContent.get_es_document_type():
if hit.meta.id == first_publication.es_id:
found_old = True
if hit.meta.id == second_publication.es_id:
found_new = True
self.assertTrue(found_new)
self.assertFalse(found_old)
def test_category_and_subcategory_impact_search(self):
"""If two contents do not belong to the same (sub)category"""
if not self.manager.connected_to_es:
return
text = 'Did you ever hear the tragedy of Darth Plagueis The Wise?'
# 1. Create two contents with different subcategories
category_1 = 'category 1'
subcategory_1 = SubCategoryFactory(title=category_1)
category_2 = 'category 2'
subcategory_2 = SubCategoryFactory(title=category_2)
tuto_1 = PublishableContentFactory(type='TUTORIAL')
tuto_1_draft = tuto_1.load_version()
tuto_1.title = text
tuto_1.authors.add(self.user)
tuto_1.subcategory.add(subcategory_1)
tuto_1.save()
tuto_1_draft.description = text
tuto_1_draft.repo_update_top_container(text, tuto_1.slug, text, text)
chapter_1 = ContainerFactory(parent=tuto_1_draft, db_object=tuto_1)
extract_1 = ExtractFactory(container=chapter_1, db_object=tuto_1)
extract_1.repo_update(text, text)
published_1 = publish_content(tuto_1,
tuto_1_draft,
is_major_update=True)
tuto_1.sha_public = tuto_1_draft.current_version
tuto_1.sha_draft = tuto_1_draft.current_version
tuto_1.public_version = published_1
tuto_1.save()
tuto_2 = PublishableContentFactory(type='TUTORIAL')
tuto_2_draft = tuto_2.load_version()
tuto_2.title = text
tuto_2.authors.add(self.user)
tuto_2.subcategory.add(subcategory_2)
tuto_2.save()
tuto_2_draft.description = text
tuto_2_draft.repo_update_top_container(text, tuto_2.slug, text, text)
chapter_2 = ContainerFactory(parent=tuto_2_draft, db_object=tuto_2)
extract_2 = ExtractFactory(container=chapter_2, db_object=tuto_2)
extract_2.repo_update(text, text)
published_2 = publish_content(tuto_2,
tuto_2_draft,
is_major_update=True)
tuto_2.sha_public = tuto_2_draft.current_version
tuto_2.sha_draft = tuto_2_draft.current_version
tuto_2.public_version = published_2
tuto_2.save()
# 2. Index:
self.assertEqual(
len(
self.manager.setup_search(Search().query(
MatchAll())).execute()), 0)
# index
for model in self.indexable:
if model is FakeChapter:
continue
self.manager.es_bulk_indexing_of_model(model)
self.manager.refresh_index()
result = self.client.get(reverse('search:query') + '?q=' + text,
follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 4) # Ok
# 3. Test
result = self.client.get(reverse('search:query') + '?q=' + text +
'&model=content&subcategory=' +
subcategory_1.slug,
follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 2)
self.assertEqual([
int(r.meta.id) for r in response
if r.meta.doc_type == 'publishedcontent'
][0], published_1.pk)
self.assertEqual([
r.meta.id for r in response if r.meta.doc_type == 'chapter'
][0], tuto_1.slug + '__' + chapter_1.slug)
result = self.client.get(reverse('search:query') + '?q=' + text +
'&model=content&subcategory=' +
subcategory_2.slug,
follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 2)
self.assertEqual([
int(r.meta.id) for r in response
if r.meta.doc_type == 'publishedcontent'
][0], published_2.pk)
self.assertEqual([
r.meta.id for r in response if r.meta.doc_type == 'chapter'
][0], tuto_2.slug + '__' + chapter_2.slug)
def test_category_and_subcategory_impact_search(self):
"""If two contents do not belong to the same (sub)category"""
if not self.manager.connected_to_es:
return
text = 'Did you ever hear the tragedy of Darth Plagueis The Wise?'
# 1. Create two contents with different subcategories
category_1 = 'category 1'
subcategory_1 = SubCategoryFactory(title=category_1)
category_2 = 'category 2'
subcategory_2 = SubCategoryFactory(title=category_2)
tuto_1 = PublishableContentFactory(type='TUTORIAL')
tuto_1_draft = tuto_1.load_version()
tuto_1.title = text
tuto_1.authors.add(self.user)
tuto_1.subcategory.add(subcategory_1)
tuto_1.save()
tuto_1_draft.description = text
tuto_1_draft.repo_update_top_container(text, tuto_1.slug, text, text)
chapter_1 = ContainerFactory(parent=tuto_1_draft, db_object=tuto_1)
extract_1 = ExtractFactory(container=chapter_1, db_object=tuto_1)
extract_1.repo_update(text, text)
published_1 = publish_content(tuto_1, tuto_1_draft, is_major_update=True)
tuto_1.sha_public = tuto_1_draft.current_version
tuto_1.sha_draft = tuto_1_draft.current_version
tuto_1.public_version = published_1
tuto_1.save()
tuto_2 = PublishableContentFactory(type='TUTORIAL')
tuto_2_draft = tuto_2.load_version()
tuto_2.title = text
tuto_2.authors.add(self.user)
tuto_2.subcategory.add(subcategory_2)
tuto_2.save()
tuto_2_draft.description = text
tuto_2_draft.repo_update_top_container(text, tuto_2.slug, text, text)
chapter_2 = ContainerFactory(parent=tuto_2_draft, db_object=tuto_2)
extract_2 = ExtractFactory(container=chapter_2, db_object=tuto_2)
extract_2.repo_update(text, text)
published_2 = publish_content(tuto_2, tuto_2_draft, is_major_update=True)
tuto_2.sha_public = tuto_2_draft.current_version
tuto_2.sha_draft = tuto_2_draft.current_version
tuto_2.public_version = published_2
tuto_2.save()
# 2. Index:
self.assertEqual(len(self.manager.setup_search(Search().query(MatchAll())).execute()), 0)
# index
for model in self.indexable:
if model is FakeChapter:
continue
self.manager.es_bulk_indexing_of_model(model)
self.manager.refresh_index()
result = self.client.get(reverse('search:query') + '?q=' + text, follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 4) # Ok
# 3. Test
result = self.client.get(
reverse('search:query') + '?q=' + text + '&model=content&subcategory=' + subcategory_1.slug, follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 2)
self.assertEqual([int(r.meta.id) for r in response if r.meta.doc_type == 'publishedcontent'][0], published_1.pk)
self.assertEqual(
[r.meta.id for r in response if r.meta.doc_type == 'chapter'][0],
tuto_1.slug + '__' + chapter_1.slug)
result = self.client.get(
reverse('search:query') + '?q=' + text + '&model=content&subcategory=' + subcategory_2.slug, follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 2)
self.assertEqual([int(r.meta.id) for r in response if r.meta.doc_type == 'publishedcontent'][0], published_2.pk)
self.assertEqual(
[r.meta.id for r in response if r.meta.doc_type == 'chapter'][0],
tuto_2.slug + '__' + chapter_2.slug)
def test_upercase_and_lowercase_search_give_same_results(self):
"""Pretty self-explanatory function name, isn't it ?"""
if not self.manager.connected_to_es:
return
# 1. Index lowercase stuffs
text_lc = 'test'
topic_1_lc = TopicFactory(forum=self.forum, author=self.user, title=text_lc)
tag_lc = TagFactory(title=text_lc)
topic_1_lc.tags.add(tag_lc)
topic_1_lc.subtitle = text_lc
topic_1_lc.save()
post_1_lc = PostFactory(topic=topic_1_lc, author=self.user, position=1)
post_1_lc.text = post_1_lc.text_html = text_lc
post_1_lc.save()
tuto_lc = PublishableContentFactory(type='TUTORIAL')
tuto_draft_lc = tuto_lc.load_version()
tuto_lc.title = text_lc
tuto_lc.authors.add(self.user)
subcategory_lc = SubCategoryFactory(title=text_lc)
tuto_lc.subcategory.add(subcategory_lc)
tuto_lc.tags.add(tag_lc)
tuto_lc.save()
tuto_draft_lc.description = text_lc
tuto_draft_lc.repo_update_top_container(text_lc, tuto_lc.slug, text_lc, text_lc)
chapter1_lc = ContainerFactory(parent=tuto_draft_lc, db_object=tuto_lc)
extract_lc = ExtractFactory(container=chapter1_lc, db_object=tuto_lc)
extract_lc.repo_update(text_lc, text_lc)
published_lc = publish_content(tuto_lc, tuto_draft_lc, is_major_update=True)
tuto_lc.sha_public = tuto_draft_lc.current_version
tuto_lc.sha_draft = tuto_draft_lc.current_version
tuto_lc.public_version = published_lc
tuto_lc.save()
# 2. Index uppercase stuffs
text_uc = 'TEST'
topic_1_uc = TopicFactory(forum=self.forum, author=self.user, title=text_uc)
topic_1_uc.tags.add(tag_lc) # Note: a constraint forces tags title to be unique
topic_1_uc.subtitle = text_uc
topic_1_uc.save()
post_1_uc = PostFactory(topic=topic_1_uc, author=self.user, position=1)
post_1_uc.text = post_1_uc.text_html = text_uc
post_1_uc.save()
tuto_uc = PublishableContentFactory(type='TUTORIAL')
tuto_draft_uc = tuto_uc.load_version()
tuto_uc.title = text_uc
tuto_uc.authors.add(self.user)
tuto_uc.subcategory.add(subcategory_lc)
tuto_uc.tags.add(tag_lc)
tuto_uc.save()
tuto_draft_uc.description = text_uc
tuto_draft_uc.repo_update_top_container(text_uc, tuto_uc.slug, text_uc, text_uc)
chapter1_uc = ContainerFactory(parent=tuto_draft_uc, db_object=tuto_uc)
extract_uc = ExtractFactory(container=chapter1_uc, db_object=tuto_uc)
extract_uc.repo_update(text_uc, text_uc)
published_uc = publish_content(tuto_uc, tuto_draft_uc, is_major_update=True)
tuto_uc.sha_public = tuto_draft_uc.current_version
tuto_uc.sha_draft = tuto_draft_uc.current_version
tuto_uc.public_version = published_uc
tuto_uc.save()
# 3. Index and search:
self.assertEqual(len(self.manager.setup_search(Search().query(MatchAll())).execute()), 0)
# index
for model in self.indexable:
if model is FakeChapter:
continue
self.manager.es_bulk_indexing_of_model(model)
self.manager.refresh_index()
result = self.client.get(reverse('search:query') + '?q=' + text_lc, follow=False)
self.assertEqual(result.status_code, 200)
response_lc = result.context['object_list'].execute()
self.assertEqual(response_lc.hits.total, 8)
result = self.client.get(reverse('search:query') + '?q=' + text_uc, follow=False)
self.assertEqual(result.status_code, 200)
response_uc = result.context['object_list'].execute()
self.assertEqual(response_uc.hits.total, 8)
for responses in zip(response_lc, response_uc): # we should get results in the same order!
self.assertEqual(responses[0].meta.id, responses[1].meta.id)
def test_change_publishedcontents_impacts_chapter(self):
if not self.manager.connected_to_es:
return
# 1. Create middle-size content and index it
text = 'test'
tuto = PublishableContentFactory(type='TUTORIAL')
tuto_draft = tuto.load_version()
tuto.title = text
tuto.authors.add(self.user)
tuto.save()
tuto_draft.repo_update_top_container(text, tuto.slug, text, text) # change title to be sure it will match
chapter1 = ContainerFactory(parent=tuto_draft, db_object=tuto)
chapter1.repo_update(text, text, text)
extract = ExtractFactory(container=chapter1, db_object=tuto)
extract.repo_update(text, text)
published = publish_content(tuto, tuto_draft, is_major_update=True)
tuto.sha_public = tuto_draft.current_version
tuto.sha_draft = tuto_draft.current_version
tuto.public_version = published
tuto.save()
self.manager.es_bulk_indexing_of_model(PublishedContent)
self.manager.refresh_index()
self.assertEqual(len(self.manager.setup_search(Search().query(MatchAll())).execute()), 2) # indexing ok
result = self.client.get(
reverse('search:query') + '?q=' + text + '&models=content', follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 2)
chapters = [r for r in response if r.meta.doc_type == 'chapter']
self.assertEqual(chapters[0].meta.doc_type, FakeChapter.get_es_document_type())
self.assertEqual(chapters[0].meta.id, published.content_public_slug + '__' + chapter1.slug)
# 2. Change tuto: delete chapter and insert new one !
tuto = PublishableContent.objects.get(pk=tuto.pk)
tuto_draft = tuto.load_version()
tuto_draft.children[0].repo_delete() # chapter 1 is gone !
another_text = 'another thing'
self.assertTrue(text not in another_text) # to prevent a future modification from breaking this test
chapter2 = ContainerFactory(parent=tuto_draft, db_object=tuto)
chapter2.repo_update(another_text, another_text, another_text)
extract2 = ExtractFactory(container=chapter2, db_object=tuto)
extract2.repo_update(another_text, another_text)
published = publish_content(tuto, tuto_draft, is_major_update=False)
tuto.sha_public = tuto_draft.current_version
tuto.sha_draft = tuto_draft.current_version
tuto.public_version = published
tuto.save()
self.manager.es_bulk_indexing_of_model(PublishedContent)
self.manager.refresh_index()
self.assertEqual(len(self.manager.setup_search(Search().query(MatchAll())).execute()), 2) # 2 objects, not 3 !
result = self.client.get(
reverse('search:query') + '?q=' + text + '&models=content', follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
contents = [r for r in response if r.meta.doc_type != 'chapter']
self.assertEqual(response.hits.total, len(contents)) # no chapter found anymore
result = self.client.get(
reverse('search:query') + '?q=' + another_text + '&models=content',
follow=False
)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
chapters = [r for r in response if r.meta.doc_type == 'chapter']
self.assertEqual(response.hits.total, 1)
self.assertEqual(chapters[0].meta.doc_type, FakeChapter.get_es_document_type())
self.assertEqual(chapters[0].meta.id, published.content_public_slug + '__' + chapter2.slug) # got new chapter
def test_basic_search(self):
"""Basic search and filtering"""
if not self.manager.connected_to_es:
return
# 1. Index and test search:
text = 'test'
topic_1 = TopicFactory(forum=self.forum, author=self.user, title=text)
post_1 = PostFactory(topic=topic_1, author=self.user, position=1)
post_1.text = post_1.text_html = text
post_1.save()
# create a middle-size content and publish it
tuto = PublishableContentFactory(type='TUTORIAL')
tuto_draft = tuto.load_version()
tuto.title = text
tuto.authors.add(self.user)
tuto.save()
tuto_draft.repo_update_top_container(text, tuto.slug, text, text) # change title to be sure it will match
chapter1 = ContainerFactory(parent=tuto_draft, db_object=tuto)
extract = ExtractFactory(container=chapter1, db_object=tuto)
extract.repo_update(text, text)
published = publish_content(tuto, tuto_draft, is_major_update=True)
tuto.sha_public = tuto_draft.current_version
tuto.sha_draft = tuto_draft.current_version
tuto.public_version = published
tuto.save()
# nothing has been indexed yet:
self.assertEqual(len(self.manager.setup_search(Search().query(MatchAll())).execute()), 0)
# index
for model in self.indexable:
if model is FakeChapter:
continue
self.manager.es_bulk_indexing_of_model(model)
self.manager.refresh_index()
result = self.client.get(reverse('search:query') + '?q=' + text, follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 4) # get 4 results
# 2. Test filtering:
topic_1 = Topic.objects.get(pk=topic_1.pk)
post_1 = Post.objects.get(pk=post_1.pk)
published = PublishedContent.objects.get(pk=published.pk)
ids = {
'topic': [topic_1.es_id],
'post': [post_1.es_id],
'content': [published.es_id, published.content_public_slug + '__' + chapter1.slug],
}
search_groups = [k for k, v in settings.ZDS_APP['search']['search_groups'].items()]
group_to_model = {k: v[1] for k, v in settings.ZDS_APP['search']['search_groups'].items()}
for doc_type in search_groups:
result = self.client.get(reverse('search:query') + '?q=' + text + '&models=' + doc_type, follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, len(ids[doc_type])) # get 1 result of each …
for i, r in enumerate(response):
self.assertIn(r.meta.doc_type, group_to_model[doc_type]) # … and only of the right type …
self.assertEqual(r.meta.id, ids[doc_type][i]) # … with the right id !
def test_boosts(self):
"""Check if boosts are doing their job"""
if not self.manager.connected_to_es:
return
# 1. Create topics (with identical titles), posts (with identical texts), an article and a tuto
text = 'test'
topic_1_solved_sticky = TopicFactory(forum=self.forum, author=self.user)
topic_1_solved_sticky.title = text
topic_1_solved_sticky.subtitle = ''
topic_1_solved_sticky.solved_by = self.user
topic_1_solved_sticky.is_sticky = True
topic_1_solved_sticky.save()
post_1 = PostFactory(topic=topic_1_solved_sticky, author=self.user, position=1)
post_1.text = post_1.text_html = text
post_1.save()
post_2_useful = PostFactory(topic=topic_1_solved_sticky, author=self.user, position=2)
post_2_useful.text = post_2_useful.text_html = text
post_2_useful.is_useful = True
post_2_useful.like = 5
post_2_useful.dislike = 2 # l/d ratio above 1
post_2_useful.save()
topic_2_locked = TopicFactory(forum=self.forum, author=self.user, title=text)
topic_2_locked.title = text
topic_2_locked.subtitle = ''
topic_2_locked.is_locked = True
topic_2_locked.save()
post_3_ld_below_1 = PostFactory(topic=topic_2_locked, author=self.user, position=1)
post_3_ld_below_1.text = post_3_ld_below_1.text_html = text
post_3_ld_below_1.like = 2
post_3_ld_below_1.dislike = 5 # l/d ratio below 1
post_3_ld_below_1.save()
tuto = PublishableContentFactory(type='TUTORIAL')
tuto_draft = tuto.load_version()
tuto.title = text
tuto.authors.add(self.user)
tuto.save()
tuto_draft.repo_update_top_container(text, tuto.slug, text, text)
chapter1 = ContainerFactory(parent=tuto_draft, db_object=tuto)
chapter1.repo_update(text, 'Who cares ?', 'Same here')
ExtractFactory(container=chapter1, db_object=tuto)
published_tuto = publish_content(tuto, tuto_draft, is_major_update=True)
tuto.sha_public = tuto_draft.current_version
tuto.sha_draft = tuto_draft.current_version
tuto.public_version = published_tuto
tuto.save()
article = PublishedContentFactory(type='ARTICLE', title=text)
published_article = PublishedContent.objects.get(content_pk=article.pk)
opinion_not_picked = PublishedContentFactory(type='OPINION', title=text)
published_opinion_not_picked = PublishedContent.objects.get(content_pk=opinion_not_picked.pk)
opinion_picked = PublishedContentFactory(type='OPINION', title=text)
opinion_picked.sha_picked = opinion_picked.sha_draft
opinion_picked.date_picked = datetime.datetime.now()
opinion_picked.save()
published_opinion_picked = PublishedContent.objects.get(content_pk=opinion_picked.pk)
for model in self.indexable:
if model is FakeChapter:
continue
self.manager.es_bulk_indexing_of_model(model)
self.manager.refresh_index()
self.assertEqual(len(self.manager.setup_search(Search().query(MatchAll())).execute()), 10)
# 2. Reset all boosts to 1
for doc_type in settings.ZDS_APP['search']['boosts']:
for key in settings.ZDS_APP['search']['boosts'][doc_type]:
settings.ZDS_APP['search']['boosts'][doc_type][key] = 1.0
# 3. Test posts
result = self.client.get(
reverse('search:query') + '?q=' + text + '&models=' + Post.get_es_document_type(), follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 3)
# score are equals without boost:
self.assertTrue(response[0].meta.score == response[1].meta.score == response[2].meta.score)
settings.ZDS_APP['search']['boosts']['post']['if_first'] = 2.0
result = self.client.get(
reverse('search:query') + '?q=' + text + '&models=' + Post.get_es_document_type(), follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 3)
self.assertTrue(response[0].meta.score == response[1].meta.score > response[2].meta.score)
self.assertEqual(response[2].meta.id, str(post_2_useful.pk)) # post 2 is the only one not first
settings.ZDS_APP['search']['boosts']['post']['if_first'] = 1.0
settings.ZDS_APP['search']['boosts']['post']['if_useful'] = 2.0
result = self.client.get(
reverse('search:query') + '?q=' + text + '&models=' + Post.get_es_document_type(), follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 3)
self.assertTrue(response[0].meta.score > response[1].meta.score == response[2].meta.score)
self.assertEqual(response[0].meta.id, str(post_2_useful.pk)) # post 2 is useful
settings.ZDS_APP['search']['boosts']['post']['if_useful'] = 1.0
settings.ZDS_APP['search']['boosts']['post']['ld_ratio_above_1'] = 2.0
result = self.client.get(
reverse('search:query') + '?q=' + text + '&models=' + Post.get_es_document_type(), follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 3)
self.assertTrue(response[0].meta.score > response[1].meta.score == response[2].meta.score)
self.assertEqual(response[0].meta.id, str(post_2_useful.pk)) # post 2 have a l/d ratio of 5/2
settings.ZDS_APP['search']['boosts']['post']['ld_ratio_above_1'] = 1.0
settings.ZDS_APP['search']['boosts']['post']['ld_ratio_below_1'] = 2.0 # no one would do that in real life
result = self.client.get(
reverse('search:query') + '?q=' + text + '&models=' + Post.get_es_document_type(), follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 3)
self.assertTrue(response[0].meta.score > response[1].meta.score == response[2].meta.score)
self.assertEqual(response[0].meta.id, str(post_3_ld_below_1.pk)) # post 3 have a l/d ratio of 2/5
settings.ZDS_APP['search']['boosts']['post']['ld_ratio_below_1'] = 1.0
# 4. Test topics
result = self.client.get(
reverse('search:query') + '?q=' + text + '&models=' + Topic.get_es_document_type(), follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 2)
# score are equals without boost:
self.assertTrue(response[0].meta.score == response[1].meta.score)
settings.ZDS_APP['search']['boosts']['topic']['if_sticky'] = 2.0
result = self.client.get(
reverse('search:query') + '?q=' + text + '&models=' + Topic.get_es_document_type(), follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 2)
self.assertTrue(response[0].meta.score > response[1].meta.score)
self.assertEqual(response[0].meta.id, str(topic_1_solved_sticky.pk)) # topic 1 is sticky
settings.ZDS_APP['search']['boosts']['topic']['if_sticky'] = 1.0
settings.ZDS_APP['search']['boosts']['topic']['if_solved'] = 2.0
result = self.client.get(
reverse('search:query') + '?q=' + text + '&models=' + Topic.get_es_document_type(), follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 2)
self.assertTrue(response[0].meta.score > response[1].meta.score)
self.assertEqual(response[0].meta.id, str(topic_1_solved_sticky.pk)) # topic 1 is solved
settings.ZDS_APP['search']['boosts']['topic']['if_solved'] = 1.0
settings.ZDS_APP['search']['boosts']['topic']['if_locked'] = 2.0 # no one would do that in real life
result = self.client.get(
reverse('search:query') + '?q=' + text + '&models=' + Topic.get_es_document_type(), follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 2)
self.assertTrue(response[0].meta.score > response[1].meta.score)
self.assertEqual(response[0].meta.id, str(topic_2_locked.pk)) # topic 2 is locked
settings.ZDS_APP['search']['boosts']['topic']['if_locked'] = 1.0 # no one would do that in real life
# 5. Test published contents
result = self.client.get(
reverse('search:query') + '?q=' + text + '&models=content', follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 5)
# score are equals without boost:
self.assertTrue(response[0].meta.score ==
response[1].meta.score ==
response[2].meta.score ==
response[3].meta.score ==
response[4].meta.score)
settings.ZDS_APP['search']['boosts']['publishedcontent']['if_article'] = 2.0
result = self.client.get(
reverse('search:query') + '?q=' + text + '&models=content', follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 5)
self.assertTrue(response[0].meta.score > response[1].meta.score)
self.assertEqual(response[0].meta.id, str(published_article.pk)) # obvious
settings.ZDS_APP['search']['boosts']['publishedcontent']['if_article'] = 1.0
settings.ZDS_APP['search']['boosts']['publishedcontent']['if_tutorial'] = 2.0
result = self.client.get(
reverse('search:query') + '?q=' + text + '&models=content', follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 5)
self.assertTrue(response[0].meta.score > response[1].meta.score)
self.assertEqual(response[0].meta.id, str(published_tuto.pk)) # obvious
settings.ZDS_APP['search']['boosts']['publishedcontent']['if_tutorial'] = 1.0
settings.ZDS_APP['search']['boosts']['publishedcontent']['if_opinion'] = 2.0
settings.ZDS_APP['search']['boosts']['publishedcontent']['if_opinion_not_picked'] = 4.0
# Note: in "real life", unpicked opinion would get a boost < 1.
result = self.client.get(
reverse('search:query') + '?q=' + text + '&models=content', follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 5)
self.assertTrue(response[0].meta.score > response[1].meta.score > response[2].meta.score)
self.assertEqual(response[0].meta.id, str(published_opinion_not_picked.pk)) # unpicked opinion got first
self.assertEqual(response[1].meta.id, str(published_opinion_picked.pk))
settings.ZDS_APP['search']['boosts']['publishedcontent']['if_opinion'] = 1.0
settings.ZDS_APP['search']['boosts']['publishedcontent']['if_opinion_not_picked'] = 1.0
settings.ZDS_APP['search']['boosts']['publishedcontent']['if_medium_or_big_tutorial'] = 2.0
result = self.client.get(
reverse('search:query') + '?q=' + text + '&models=content', follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 5)
self.assertTrue(response[0].meta.score > response[1].meta.score)
self.assertEqual(response[0].meta.id, str(published_tuto.pk)) # obvious
settings.ZDS_APP['search']['boosts']['publishedcontent']['if_medium_or_big_tutorial'] = 1.0
# 6. Test global boosts
# NOTE: score are NOT the same for all documents, no matter how hard it tries to, small differences exists
for model in self.indexable:
# set a huge number to overcome the small differences:
settings.ZDS_APP['search']['boosts'][model.get_es_document_type()]['global'] = 10.0
result = self.client.get(
reverse('search:query') + '?q=' + text, follow=False)
self.assertEqual(result.status_code, 200)
response = result.context['object_list'].execute()
self.assertEqual(response.hits.total, 10)
self.assertEqual(response[0].meta.doc_type, model.get_es_document_type()) # obvious
settings.ZDS_APP['search']['boosts'][model.get_es_document_type()]['global'] = 1.0
