def get(self, requests, modelName):
try:
jsonData = json.loads(requests.GET['jsonRecord'])
if not jsonData:
raise Exception("Invalid Request Parameter")
except:
return JsonResponse({'error': 'Invalid Request Parameter'},
status=400)
return Scoring().predictTestDataWithModificationReturnJson(
None, modelName, jsonData)
def test_04_unloadModelForError(self):
logging.info("Test Case : Remove a loaded model from memory. (1)")
modelName = 'mpgSKModel1'
result = Scoring().removeModelfromMemory(modelName)
self.assertEqual(result.status_code, 500)
self.assertEqual(
'message' in json.loads(result.__dict__['_container'][0]), True)
self.assertEqual(
json.loads(result.__dict__['_container'][0])['message'],
'Not able to locate, make sure the model was loaded')
result = Scoring.getListOfModelinMemory()
self.assertEqual(len(json.loads(result.__dict__['_container'][0])), 1)
logging.info("PASSED")
def test_05_unloadModelForCorrectness(self):
logging.info("Test Case : Remove a loaded model from memory. (2)")
modelName = 'mpgSKModel'
result = Scoring().removeModelfromMemory(modelName)
self.assertEqual(result.status_code, 200)
self.assertEqual(
'message' in json.loads(result.__dict__['_container'][0]), True)
self.assertEqual(
json.loads(result.__dict__['_container'][0])['message'],
'Model unloaded successfully, now it will not be available for predictions.'
)
result = Scoring.getListOfModelinMemory()
self.assertEqual(len(json.loads(result.__dict__['_container'][0])), 0)
logging.info("PASSED")
def delete(self, requests, modelName):
print('>>>>>>>>>>>>>>', modelName)
return Scoring().removeModelfromMemory(modelName)