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Merge pull request #794 from openedx/iahmad/ENT-8318
feat: Added function for fetching course-program-subject data from Algolia
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""" | ||
Tests for the views of the ai_curation app. | ||
""" | ||
from unittest import mock | ||
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from django.test import TestCase | ||
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from enterprise_catalog.apps.ai_curation.utils import ( | ||
fetch_catalog_metadata_from_algolia, | ||
) | ||
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class TestUtils(TestCase): | ||
""" | ||
Tests for the AI Curation util functions. | ||
""" | ||
mock_algolia_hits = {'hits': [ | ||
{ | ||
'aggregation_key': 'course:MITx+19', | ||
'subjects': ["Business & Management", "Computer Science", "Data Analysis & Statistics"], | ||
'content_type': 'course', | ||
'course_type': 'executive-education-2u', | ||
'objectID': 'course-3543aa4e-3c64-4d9a-a343-5d5eda1dacf9-catalog-query-uuids-0' | ||
}, | ||
{ | ||
'aggregation_key': 'course:MITx+20', | ||
'subjects': ["Business & Management", "Economics & Finance", "Philosophy & Ethics", "Engineering"], | ||
'content_type': 'course', | ||
'course_type': 'verified', | ||
'objectID': 'course-3543aa4e-3c64-4d9a-a343-5d5eda1dacf7-catalog-query-uuids-0' | ||
}, | ||
{ | ||
'aggregation_key': 'program:MITx+21', | ||
'subjects': ["Computer Science", "Engineering", "Electronics"], | ||
'content_type': 'program', | ||
'objectID': 'course-3543aa4e-3c64-4d9a-a343-5d5eda1dacf7-catalog-query-uuids-0' | ||
} | ||
]} | ||
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@mock.patch('enterprise_catalog.apps.ai_curation.utils.get_initialized_algolia_client') | ||
def test_fetch_catalog_metadata_from_algolia(self, mock_algolia_client): | ||
""" | ||
Verify that the catalog metadata from algolia is fetched correctly. | ||
""" | ||
mock_algolia_client.return_value.algolia_index.search.side_effect = [self.mock_algolia_hits, {'hits': []}] | ||
ocm_courses, exec_ed_courses, programs, subjects = fetch_catalog_metadata_from_algolia('test_query_title') | ||
self.assertEqual(ocm_courses, ['course:MITx+20']) | ||
self.assertEqual(exec_ed_courses, ['course:MITx+19']) | ||
self.assertEqual(programs, ['program:MITx+21']) | ||
self.assertEqual(sorted(subjects), ["Business & Management", "Computer Science", | ||
"Data Analysis & Statistics", "Economics & Finance", | ||
"Electronics", "Engineering", "Philosophy & Ethics"]) |
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""" | ||
Utility functions for ai_curation app. | ||
""" | ||
from logging import getLogger | ||
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from enterprise_catalog.apps.catalog.algolia_utils import ( | ||
get_initialized_algolia_client, | ||
) | ||
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LOGGER = getLogger(__name__) | ||
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def fetch_catalog_metadata_from_algolia(enterprise_catalog_query_title): | ||
""" | ||
Returns the ocm_courses, exec_ed_courses, programs, subjects from the | ||
Algolia response for the provided catalog_query_title | ||
""" | ||
algolia_client = get_initialized_algolia_client() | ||
search_options = { | ||
'facetFilters': [f'enterprise_catalog_query_titles:{enterprise_catalog_query_title}',], | ||
'attributesToRetrieve': ['aggregation_key', 'content_type', 'course_type', 'subjects',], | ||
'hitsPerPage': 100, | ||
'page': 0, | ||
} | ||
page = algolia_client.algolia_index.search('', search_options) | ||
ocm_courses = [] | ||
exec_ed_courses = [] | ||
programs = [] | ||
subjects = set() | ||
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while len(page['hits']) > 0: | ||
for hit in page.get('hits', []): | ||
if hit.get('content_type') == 'course': | ||
is_exec_ed = hit.get('course_type') == 'executive-education-2u' | ||
if is_exec_ed: | ||
exec_ed_courses.append(hit.get('aggregation_key')) | ||
else: | ||
ocm_courses.append(hit.get('aggregation_key')) | ||
subjects.update(hit.get('subjects')) | ||
elif hit.get('content_type') == 'program': | ||
programs.append(hit.get('aggregation_key')) | ||
subjects.update(hit.get('subjects')) | ||
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search_options['page'] = search_options['page'] + 1 | ||
page = algolia_client.algolia_index.search('', search_options) | ||
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return ocm_courses, exec_ed_courses, programs, list(subjects) |