def test_first_dummy_page(self):
items = [BasisItem('all', 'basicproblemsolving', '4')]
basis = RecommendationBasis('dummypage', items)
recommendations = recommend_resources(basis, self.get_dummypage_data())
self.assertEqual(1, len(recommendations))
self.assertEqual(recommendations[0]['educationalFramework'],
'basicproblemsolving')
self.assertEqual(1, len(recommendations[0]['recommendations']))
# digital skills
items = [BasisItem('all', 'digitalskills', '3')]
basis = RecommendationBasis('dummypage', items)
recommendations = recommend_resources(basis, self.get_dummypage_data())
self.assertEqual(1, len(recommendations))
self.assertEqual(recommendations[0]['educationalFramework'],
'digitalskills')
self.assertEqual(1, len(recommendations[0]['recommendations']))
self.assertEqual('word for dummies',
recommendations[0]['recommendations'][0]['name'])
#cooking
items = [BasisItem('all', 'cooking', '2')]
basis = RecommendationBasis('dummypage', items)
recommendations = recommend_resources(basis, self.get_dummypage_data())
self.assertEqual(1, len(recommendations))
self.assertEqual(2, len(recommendations[0]['recommendations']))
#cooking & digital
items = [
BasisItem('all', 'cooking', '2'),
BasisItem('all', 'digitalskills', '3')
]
basis = RecommendationBasis('dummypage', items)
recommendations = recommend_resources(basis, self.get_dummypage_data())
digitalrecs = [
x['recommendations'] for x in recommendations
if x['educationalFramework'] == 'digitalskills'
]
self.assertEqual(1, len(digitalrecs[0]))
cooking = [
x['recommendations'] for x in recommendations
if x['educationalFramework'] == 'cooking'
]
self.assertEqual(2, len(cooking[0]))
#dodo
items = [BasisItem('all', 'dodo', '2'), BasisItem('all', 'klein', '3')]
basis = RecommendationBasis('dummypage', items)
recommendations = recommend_resources(basis, self.get_dummypage_data())
self.assertEqual(2, len(recommendations))
self.assertEqual(0, len(recommendations[0]['recommendations']))
self.assertEqual(0, len(recommendations[1]['recommendations']))
def test_learning_registry_lookup_one_recommendation(self):
items = [
BasisItem(
'all', 'Civil Service Digital Skills Framework',
'https://civilservicelearning.civilservice.gov.uk/digitalskillsf#ProblemSolving#3'
)
]
basis = RecommendationBasis('learning_registry_match', items)
recommendations = recommend_resources(
basis, self.get_learningregistry_items())
self.assertEqual(1, len(recommendations))
self.assertEqual('Civil Service Digital Skills Framework',
recommendations[0]['title'])
self.assertEqual(1, len(recommendations[0]['areas']))
self.assertEqual('ProblemSolving',
recommendations[0]['areas'][0]['name'])
self.assertEqual(4, recommendations[0]['areas'][0]['level'])
self.assertEqual(
1, len(recommendations[0]['areas'][0]['recommendations']))
self.assertEqual(
'http://www.computerperformance.co.uk/Training/Problems.htm',
recommendations[0]['areas'][0]['recommendations'][0]['url'])
# Check associated tincanstatement is associated
self.assertEqual(
True, 'tincanstatement'
in recommendations[0]['areas'][0]['recommendations'][0])
def get_recommendations(answers):
rule = Config.DGN_RULE
basisItems = _transform_to_basis_items(answers)
recBasis = RecommendationBasis(rule, basisItems)
potential_resources = _get_resources_data()
raw_recs = rec_service.recommend_resources(recBasis, potential_resources)
return _transform_to_recommendations(raw_recs)
def get_recommendations(answers):
rule = Config.DGN_RULE
basisItems = _transform_to_basis_items(answers)
recBasis = RecommendationBasis(rule, basisItems)
potential_resources = _get_resources_data()
raw_recs = rec_service.recommend_resources(recBasis, potential_resources)
return _transform_to_recommendations(raw_recs)
def test_basic_two_recommendation_test(self):
''' Pick a single recommended resource from a list of three '''
# Base the recommendations on a simple 1-5 scoring where we score 3 and want something of 4
# to come back as a result
# one single item to base on
items = [BasisItem('all', '1to5', '1to5:3'), BasisItem('all', '1to5', '1to5:4')]
basis = RecommendationBasis('1to5', items)
recommended = recommend_resources(basis, self.get_basic_candidatedata())
self.assertEqual(2, len(recommended))
self.assertEqual(recommended[1]['targetUrl'], '1to5:5')
self.assertEqual(recommended[1]['resourceUrl'], 'http://1-5/5')
def test_learning_registry_lookup_one_recommendation(self):
items = [BasisItem('all', 'Civil Service Digital Skills Framework', 'https://civilservicelearning.civilservice.gov.uk/digitalskillsf#ProblemSolving#3')]
basis = RecommendationBasis('learning_registry_match', items)
recommendations = recommend_resources(basis, self.get_learningregistry_items())
self.assertEqual(1, len(recommendations))
self.assertEqual('Civil Service Digital Skills Framework', recommendations[0]['title'])
self.assertEqual(1, len(recommendations[0]['areas']))
self.assertEqual('ProblemSolving', recommendations[0]['areas'][0]['name'])
self.assertEqual(4, recommendations[0]['areas'][0]['level'])
self.assertEqual(1, len(recommendations[0]['areas'][0]['recommendations']))
self.assertEqual('http://www.computerperformance.co.uk/Training/Problems.htm', recommendations[0]['areas'][0]['recommendations'][0]['url'])
# Check associated tincanstatement is associated
self.assertEqual(True, 'tincanstatement' in recommendations[0]['areas'][0]['recommendations'][0])
def test_basic_single_recommendation_test(self):
''' Pick a single recommended resource from a list of three '''
# Base the recommendations on a simple 1-5 scoring where we score 3 and want something of 4
# to come back as a result
# one single item to base on
items = [BasisItem('all', '1to5', '1to5:3')]
basis = RecommendationBasis('1to5', items)
recommended = recommend_resources(basis,
self.get_basic_candidatedata())
self.assertEqual(1, len(recommended))
self.assertEqual(recommended[0]['targetUrl'], '1to5:4')
self.assertEqual(recommended[0]['resourceUrl'], 'http://1-5/4')
def test_first_dummy_page(self):
items = [BasisItem('all', 'basicproblemsolving', '4')]
basis = RecommendationBasis('dummypage', items)
recommendations = recommend_resources(basis, self.get_dummypage_data())
self.assertEqual(1, len(recommendations))
self.assertEqual(recommendations[0]['educationalFramework'], 'basicproblemsolving')
self.assertEqual(1, len(recommendations[0]['recommendations']))
# digital skills
items = [BasisItem('all', 'digitalskills', '3')]
basis = RecommendationBasis('dummypage', items)
recommendations = recommend_resources(basis, self.get_dummypage_data())
self.assertEqual(1, len(recommendations))
self.assertEqual(recommendations[0]['educationalFramework'], 'digitalskills')
self.assertEqual(1, len(recommendations[0]['recommendations']))
self.assertEqual('word for dummies', recommendations[0]['recommendations'][0]['name'])
#cooking
items = [BasisItem('all', 'cooking', '2')]
basis = RecommendationBasis('dummypage', items)
recommendations = recommend_resources(basis, self.get_dummypage_data())
self.assertEqual(1, len(recommendations))
self.assertEqual(2, len(recommendations[0]['recommendations']))
#cooking & digital
items = [BasisItem('all', 'cooking', '2'), BasisItem('all', 'digitalskills', '3')]
basis = RecommendationBasis('dummypage', items)
recommendations = recommend_resources(basis, self.get_dummypage_data())
digitalrecs = [x['recommendations'] for x in recommendations if x['educationalFramework']=='digitalskills']
self.assertEqual(1, len(digitalrecs[0]))
cooking = [x['recommendations'] for x in recommendations if x['educationalFramework']=='cooking']
self.assertEqual(2, len(cooking[0]))
#dodo
items = [BasisItem('all', 'dodo', '2'), BasisItem('all', 'klein', '3')]
basis = RecommendationBasis('dummypage', items)
recommendations = recommend_resources(basis, self.get_dummypage_data())
self.assertEqual(2, len(recommendations))
self.assertEqual(0, len(recommendations[0]['recommendations']))
self.assertEqual(0, len(recommendations[1]['recommendations']))
def test_learning_registry_lookup_two_recommendations_over_two_frameworks(
self):
items = [
BasisItem(
'all', 'Civil Service Digital Skills Framework',
'https://civilservicelearning.civilservice.gov.uk/digitalskillsf#Communications#4'
),
BasisItem(
'all', 'Civil Service Digital Skills Framework',
'https://civilservicelearning.civilservice.gov.uk/digitalskillsf#ProblemSolving#3'
)
]
basis = RecommendationBasis('learning_registry_match', items)
recommendations = recommend_resources(
basis, self.get_learningregistry_items())
self.assertEqual(1, len(recommendations))
self.assertEqual('Civil Service Digital Skills Framework',
recommendations[0]['title'])
print(recommendations[0]['areas'])
self.assertEqual(2, len(recommendations[0]['areas']))
# Digital Skills level 4
ps = [
r for r in recommendations[0]['areas']
if r['name'] == 'ProblemSolving'
]
self.assertEqual(1, len(ps))
ps = ps[0]
self.assertEqual(4, ps['level'])
self.assertEqual(1, len(ps['recommendations']))
# Digital Comms level 5
c = [
r for r in recommendations[0]['areas']
if r['name'] == 'Communications'
]
self.assertEqual(5, c[0]['level'])
self.assertEqual(2, len(c[0]['recommendations']))
self.assertEqual(True, 'tincanstatement' in c[0]['recommendations'][0])
self.assertEqual(True, 'tincanstatement' in c[0]['recommendations'][1])
def test_learning_registry_lookup_two_recommendations_over_two_frameworks(self):
items = [BasisItem('all', 'Civil Service Digital Skills Framework', 'https://civilservicelearning.civilservice.gov.uk/digitalskillsf#Communications#4'),
BasisItem('all', 'Civil Service Digital Skills Framework', 'https://civilservicelearning.civilservice.gov.uk/digitalskillsf#ProblemSolving#3')]
basis = RecommendationBasis('learning_registry_match', items)
recommendations = recommend_resources(basis, self.get_learningregistry_items())
self.assertEqual(1, len(recommendations))
self.assertEqual('Civil Service Digital Skills Framework', recommendations[0]['title'])
print(recommendations[0]['areas'])
self.assertEqual(2, len(recommendations[0]['areas']))
# Digital Skills level 4
ps = [r for r in recommendations[0]['areas'] if r['name'] == 'ProblemSolving']
self.assertEqual(1, len(ps))
ps = ps[0]
self.assertEqual(4, ps['level'])
self.assertEqual(1, len(ps['recommendations']))
# Digital Comms level 5
c = [r for r in recommendations[0]['areas'] if r['name'] == 'Communications']
self.assertEqual(5, c[0]['level'])
self.assertEqual(2, len(c[0]['recommendations']))
self.assertEqual(True, 'tincanstatement' in c[0]['recommendations'][0])
self.assertEqual(True, 'tincanstatement' in c[0]['recommendations'][1])
