modify tests
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@ -149,7 +149,8 @@ class SessionViewsTests(TestCase):
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'memory': '16',
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'storage': '32',
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'storage_type': 5,
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'dbms': 1
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'dbms': 1,
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'hyper_parameters': '{}'
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}
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def setUp(self):
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@ -1457,29 +1457,36 @@ def create_test_website(request): # pylint: disable=unused-argument
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password='ottertune_test_user')
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test_project = Project.objects.create(user=test_user, name='ottertune_test_project',
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creation_time=now(), last_update=now())
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hyper_parameters = JSONUtil.dumps(utils.get_constants())
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# create no tuning session
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s1 = Session.objects.create(name='test_session_no_tuning', tuning_session='no_tuning_session',
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dbms_id=1, hardware=test_hardware, project=test_project,
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creation_time=now(), last_update=now(), user=test_user,
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upload_code='ottertuneTestNoTuning')
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upload_code='ottertuneTestNoTuning',
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hyper_parameters=hyper_parameters)
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set_default_knobs(s1)
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# create gpr session
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s2 = Session.objects.create(name='test_session_gpr', tuning_session='tuning_session',
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dbms_id=1, hardware=test_hardware, project=test_project,
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creation_time=now(), last_update=now(), algorithm=AlgorithmType.GPR,
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upload_code='ottertuneTestTuningGPR', user=test_user)
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upload_code='ottertuneTestTuningGPR', user=test_user,
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hyper_parameters=hyper_parameters)
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set_default_knobs(s2)
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# create dnn session
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s3 = Session.objects.create(name='test_session_dnn', tuning_session='tuning_session',
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dbms_id=1, hardware=test_hardware, project=test_project,
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creation_time=now(), last_update=now(), algorithm=AlgorithmType.DNN,
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upload_code='ottertuneTestTuningDNN', user=test_user)
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upload_code='ottertuneTestTuningDNN', user=test_user,
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hyper_parameters=hyper_parameters)
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set_default_knobs(s3)
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# create ddpg session
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s4 = Session.objects.create(name='test_session_ddpg', tuning_session='tuning_session',
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dbms_id=1, hardware=test_hardware, project=test_project,
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creation_time=now(), last_update=now(), user=test_user,
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upload_code='ottertuneTestTuningDDPG', algorithm=AlgorithmType.DDPG)
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upload_code='ottertuneTestTuningDDPG',
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algorithm=AlgorithmType.DDPG,
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hyper_parameters=hyper_parameters)
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set_default_knobs(s4)
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response = HttpResponse("Success: create test website successfully")
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return response
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