def index():
endpoints_reader = LoadData()
data = Processor()
df_csv, df_json = endpoints_reader.read_data()
summary_csv_info, summary_json_info = data.process_endpoints(df_csv, df_json)
return 'Service A result: ' + summary_csv_info + \
'\n' + 'Service B result: ' + summary_json_info
def test_load_data_full_csv(self):
endpoints_reader = LoadData()
json_link = '[{"date":"22-01-2021", "impressions":1376}, \
{"date":"21-01-2021","impressions":1906}, \
{"date":"20-01-2021","impressions":2818}, \
{"date":"19-01-2021","impressions":1024}]'
csv_link = 'mock_unittest.csv'
csv_file, _ = endpoints_reader.read_data(csv_link, json_link)
self.assertEqual(csv_file.shape[0], 2)
def test_processor(self):
endpoints_reader = LoadData()
data = Processor()
json_link = '[{"date":"22-01-2021", "impressions":1376}, \
{"date":"21-01-2021","impressions":1906}, \
{"date":"20-01-2021","impressions":2818}, \
{"date":"19-01-2021","impressions":1024}]'
csv_link = 'mock_unittest.csv'
df_csv, df_json = endpoints_reader.read_data(csv_link, json_link)
summary_csv_info, summary_json_info = data.process_endpoints(df_csv, df_json)
self.assertEqual(str(summary_csv_info), '{"mean": 1732.0, "sum": 3464}')
self.assertEqual(str(summary_json_info), '{"mean": 1781.0, "sum": 7124}')
def test_load_data_expect_summean_when_links_are_valid(self):
endpoints_reader = LoadData()
data = Processor()
json_link = '[{"date":"22-01-2021","impressions": 1376}, \
{"date":"21-01-2021","impressions": 1906},{"date":"20-01-2021","impressions": 2818},\
{"date":"19-01-2021","impressions": 1024}, \
{"date":"18-01-2021","impressions": 646},{"date":"17-01-2021","impressions": 2885}, \
{"date":"16-01-2021","impressions": 1889},{"date":"15-01-2021","impressions": 1534}, \
{"date":"14-01-2021","impressions": 995},{"date":"13-01-2021","impressions": 1251}, \
{"date":"12-01-2021","impressions": 2062},{"date":"11-01-2021","impressions": 1204}, \
{"date":"10-01-2021","impressions": 2030},{"date":"09-01-2021","impressions": 1166}, \
{"date":"08-01-2021","impressions": 2025},{"date":"07-01-2021","impressions": 1221}, \
{"date":"06-01-2021","impressions": 2018},{"date":"05-01-2021","impressions": 2484}, \
{"date":"04-01-2021","impressions": 1145},{"date":"03-01-2021","impressions": 2686}, \
{"date":"02-01-2021","impressions": 2186},{"date":"01-01-2021","impressions": 1527}, \
{"date":"31-12-2020","impressions": 1710},{"date":"30-12-2020","impressions": 1343}, \
{"date":"29-12-2020","impressions": 2466},{"date":"28-12-2020","impressions": 952}, \
{"date":"27-12-2020","impressions": 532},{"date":"26-12-2020","impressions": 2690}, \
{"date":"25-12-2020","impressions": 2428},{"date":"24-12-2020","impressions": 602}, \
{"date":"23-12-2020","impressions": 995},{"date":"22-12-2020","impressions": 615}, \
{"date":"21-12-2020","impressions": 2055},{"date":"20-12-2020","impressions": 1337}, \
{"date":"19-12-2020","impressions": 1824},{"date":"18-12-2020","impressions": 1645}, \
{"date":"17-12-2020","impressions": 2655},{"date":"16-12-2020","impressions": 2619}, \
{"date":"15-12-2020","impressions": 1189},{"date":"14-12-2020","impressions": 2391}, \
{"date":"13-12-2020","impressions": 1612},{"date":"12-12-2020","impressions": 510}, \
{"date":"11-12-2020","impressions": 2655},{"date":"10-12-2020","impressions": 2029}, \
{"date":"09-12-2020","impressions": 2899},{"date":"08-12-2020","impressions": 1170}, \
{"date":"07-12-2020","impressions": 526},{"date":"06-12-2020","impressions": 2092}, \
{"date":"05-12-2020","impressions": 1453},{"date":"04-12-2020","impressions": 738}, \
{"date":"03-12-2020","impressions": 700},{"date":"02-12-2020","impressions": 1485}, \
{"date":"01-12-2020","impressions": 1571},{"date":"30-11-2020","impressions": 2106}, \
{"date":"29-11-2020","impressions": 2646},{"date":"28-11-2020","impressions": 1092}, \
{"date":"27-11-2020","impressions": 1495},{"date":"26-11-2020","impressions": 2356}, \
{"date":"25-11-2020","impressions": 1474},{"date":"24-11-2020","impressions": 1431}, \
{"date":"23-11-2020","impressions": 1359},{"date":"22-11-2020","impressions": 1420}]'
csv_link = 'ba026992-281a-42a6-8447-ae1c8a04106e.csv'
csv_file, json_file = endpoints_reader.read_data(csv_link, json_link)
summary_csv_info, summary_json_info = data.process_endpoints(csv_file, json_file)
print(summary_csv_info, summary_json_info)
self.assertEqual(str(summary_csv_info), '{"mean": 1781.85, "sum": 110475}')
self.assertEqual(str(summary_json_info), '{"mean": 1660.4, "sum": 102945}')
def test_load_data_when_expect_none_when_links_are_invalid(self):
endpoints_reader = LoadData()
#self.data = processor.Processor()
print('Breaking CSV AND JSON file load for testing purpose: ')
csv_file, json_file = endpoints_reader.read_data('https://', 'https://')
self.assertIsNone(csv_file)
