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Commit 219ae9c6 authored by Paul Graydon's avatar Paul Graydon
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wendelin_telecom_test: Update tests

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bt5/wendelin_telecom_test/PathTemplateItem/web_page_module/test_example_ors_enb_log_invalid.html deleted 100644 → 0
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{"meta": {"event": "service connect failure", "time": 1721731226.489481, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731229.491563, "reason": "connect: [Errno 111] Connection refused"}}
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{"meta": {"event": "service connect failure", "time": 1721731244.5019572, "reason": "connect: [Errno 111] Connection refused"}}
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{"meta": {"event": "service connect failure", "time": 1721731250.5061264, "reason": "connect: [Errno 111] Connection refused"}}
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{"meta": {"event": "service connect failure", "time": 1721731265.5165014, "reason": "connect: [Errno 111] Connection refused"}}
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{"meta": {"event": "service connect failure", "time": 1721731298.5393584, "reason": "connect: [Errno 111] Connection refused"}}
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{"meta": {"event": "service connect failure", "time": 1721731304.543486, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731307.545819, "reason": "connect: [Errno 111] Connection refused"}}
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{"meta": {"event": "service connect failure", "time": 1721731313.5497396, "reason": "connect: [Errno 111] Connection refused"}}
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{"meta": {"event": "service connect failure", "time": 1721731322.5559964, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731325.5564995, "reason": "connect: [Errno 111] Connection refused"}}
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{"meta": {"event": "service connect failure", "time": 1721731337.5646765, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731340.5667124, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731343.5688055, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731346.5709147, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731349.5729544, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731352.5753324, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731355.5770996, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731358.5791917, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731361.5813036, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731364.583369, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731367.5854478, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731370.5875416, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731373.5895765, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731376.5916018, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731379.5936122, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731382.5957527, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731385.5961978, "reason": "connect: [Errno 111] Connection refused"}}
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{"meta": {"event": "service connect failure", "time": 1721731397.6044338, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731400.6065617, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731403.6086047, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731406.6107075, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731409.6127489, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731412.6148577, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731415.6153286, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731418.6173441, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731421.619531, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731424.6216123, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731427.6237154, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731430.625895, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731433.6279323, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731436.6300387, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731439.63215, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731442.6341867, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731445.6362655, "reason": "connect: [Errno 111] Connection refused"}}
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{"meta": {"event": "service connect failure", "time": 1721731460.6465878, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731463.64862, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731466.650714, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731469.652783, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731472.6548667, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731475.65696, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731478.659028, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731481.6611176, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731484.6631896, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731487.6652377, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731490.6673467, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731493.6693966, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731496.6714563, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731499.6735444, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731502.6755776, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731505.6776602, "reason": "connect: [Errno 111] Connection refused"}}
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{"meta": {"event": "service connect failure", "time": 1721731517.6859977, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731520.6880562, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731523.6901596, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731526.6922233, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731529.6943178, "reason": "connect: [Errno 111] Connection refused"}}
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{"meta": {"event": "service connect failure", "time": 1721731535.6984894, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731538.7006207, "reason": "connect: [Errno 111] Connection refused"}}
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{"meta": {"event": "service connect failure", "time": 1721731544.7047317, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731547.7067513, "reason": "connect: [Errno 111] Connection refused"}}
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{"meta": {"event": "service connect failure", "time": 1721731604.74613, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731607.748225, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731610.75028, "reason": "connect: [Errno 111] Connection refused"}}
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{"meta": {"event": "service connect failure", "time": 1721731616.7544658, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731619.7565386, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731622.7586226, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731625.7606552, "reason": "connect: [Errno 111] Connection refused"}}
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{"meta": {"event": "service connect failure", "time": 1721731634.7668555, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731637.7689261, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731640.7709816, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731643.7730505, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731646.7751591, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731649.777227, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731652.7793417, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731655.7814054, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731658.7834532, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731661.785551, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731664.7876005, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731667.7897213, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731670.7917938, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731673.7938955, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731676.7959964, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731679.79803, "reason": "connect: [Errno 111] Connection refused"}}
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{"meta": {"event": "service connect failure", "time": 1721731685.8021984, "reason": "connect: [Errno 111] Connection refused"}}
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{"meta": {"event": "service connect failure", "time": 1721731703.8145921, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731706.8166683, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731709.8187304, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731712.8208525, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731715.8212926, "reason": "connect: [Errno 111] Connection refused"}}
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{"meta": {"event": "service connect failure", "time": 1721731721.8254502, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731724.8274884, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731727.8295996, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731730.83171, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731733.8338006, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731736.8358734, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731739.8379083, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731742.8400195, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731745.8404665, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731748.8425279, "reason": "connect: [Errno 111] Connection refused"}}{"meta": {"event": "service connect failure", "time": 1721731751.8445733, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731754.8466482, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731757.848751, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731760.8508115, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731763.852908, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731766.8550336, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731769.857068, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731772.8591404, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731775.861241, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731778.8632803, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731781.865365, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731784.8674595, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731787.8695157, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731790.871582, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731793.873718, "reason": "connect: [Errno 111] Connection refused"}}
{"meta": {"event": "service connect failure", "time": 1721731796.8757544, "reason": "connect: [Errno 111] Connection refused"}}
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\ No newline at end of file
bt5/wendelin_telecom_test/PathTemplateItem/web_page_module/test_example_ors_enb_log_invalid_split_1.html 0 → 100644
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bt5/wendelin_telecom_test/PathTemplateItem/web_page_module/test_example_ors_enb_log_invalid.xml → bt5/wendelin_telecom_test/PathTemplateItem/web_page_module/test_example_ors_enb_log_invalid_split_1.xml
View file @ 219ae9c6
......@@ -71,7 +71,7 @@
</item>
<item>
<key> <string>default_reference</string> </key>
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......@@ -81,7 +81,7 @@
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<key> <string>language</string> </key>
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<value> <string>Test ORS Example Log (Invalid)</string> </value>
<value> <string>Test ORS Example Log (Invalid) Split 1</string> </value>
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<item>
<key> <string>version</string> </key>
......
bt5/wendelin_telecom_test/PathTemplateItem/web_page_module/test_example_ors_enb_log_invalid_split_2.html 0 → 100644
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bt5/wendelin_telecom_test/PathTemplateItem/web_page_module/test_example_ors_enb_log_invalid_split_2.xml 0 → 100644
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</item>
<item>
<key> <string>_Change_local_roles_Permission</string> </key>
<value>
<tuple>
<string>Assignor</string>
<string>Manager</string>
</tuple>
</value>
</item>
<item>
<key> <string>_Modify_portal_content_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Manager</string>
<string>Owner</string>
</tuple>
</value>
</item>
<item>
<key> <string>_View_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Manager</string>
<string>Owner</string>
</tuple>
</value>
</item>
<item>
<key> <string>content_md5</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>content_type</string> </key>
<value> <string>text/html</string> </value>
</item>
<item>
<key> <string>default_reference</string> </key>
<value> <string>test_example_ors_enb_log_invalid_split_2</string> </value>
</item>
<item>
<key> <string>description</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>test_example_ors_enb_log_invalid_split_2</string> </value>
</item>
<item>
<key> <string>language</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>short_title</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>title</string> </key>
<value> <string>Test ORS Example Log (Invalid) Split 2</string> </value>
</item>
<item>
<key> <string>version</string> </key>
<value>
<none/>
</value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
bt5/wendelin_telecom_test/TestTemplateItem/portal_components/test.erp5.testWendelinTelecom.py
View file @ 219ae9c6
......@@ -57,8 +57,11 @@ class WendelinTelecomTest(SecurityTestCase):
self.test_ors_example_log_valid = {
'log': self.portal.web_page_module.test_example_ors_enb_log_valid.getTextContent()
}
self.test_ors_example_log_invalid = {
'log': self.portal.web_page_module.test_example_ors_enb_log_invalid.getTextContent()
self.test_ors_example_log_invalid_split_1 = {
'log': self.portal.web_page_module.test_example_ors_enb_log_invalid_split_1.getTextContent()
}
self.test_ors_example_log_invalid_split_2 = {
'log': self.portal.web_page_module.test_example_ors_enb_log_invalid_split_2.getTextContent()
}
self.test_ors_example_log_empty = {'log': ""}
......@@ -644,24 +647,33 @@ class WendelinTelecomTest(SecurityTestCase):
'''
Test a simple valid ORS log ingestion: simulate a fluentd gateway forwarding valid ORS logs to the platform,
and check that all items related to the ingestion are valid.
These logs are correct, even though some are out of chronological order (which is expected and accounted for).
'''
# Register the ORS
ors_item_dict = self.registerOrs()
ors_tag = ors_item_dict['data_acquisition_unit'].getReference()
# Get the correct data logs according to what is being tested
test_ors_example_log = None
test_ors_example_logs = []
if data_key == "valid":
test_ors_example_log = self.test_ors_example_log_valid
test_ors_example_logs = [self.test_ors_example_log_valid]
elif data_key == "invalid":
test_ors_example_log = self.test_ors_example_log_invalid
test_ors_example_logs = [
self.test_ors_example_log_invalid_split_1,
self.test_ors_example_log_invalid_split_2
]
elif data_key == "empty":
test_ors_example_log = self.test_ors_example_log_empty
test_ors_example_logs = [self.test_ors_example_log_empty]
# Perform ingestion
ingestion_item_dict = self.getOrsLogIngestionItems(test_ors_example_log, ors_tag)
# Perform ingestions, and keep only the last item dictionary
# as they are all identical
ingestion_item_dicts = [
self.getOrsLogIngestionItems(ors_log, ors_tag) \
for ors_log in test_ors_example_logs
]
ingestion_item_dict = ingestion_item_dicts[-1]
# In all cases, check that all items related to the ingestion exist
# In all cases, check that all items related to the ingestions exist
self.assertEqual(NO_CONTENT, ingestion_item_dict['response'].getStatus())
self.assertTrue(ingestion_item_dict['data_acquisition_unit'] is not None)
self.assertTrue(ingestion_item_dict['data_supply'] is not None)
......@@ -670,41 +682,43 @@ class WendelinTelecomTest(SecurityTestCase):
self.assertTrue(all(data_array is not None for data_array in ingestion_item_dict['data_array_list']))
# Check that the data arrays containing the KPI data have correctly been initialized
self.assertTrue(ingestion_item_dict['data_acquisition_unit'].DataAcquisitionUnit_getERabDataArrayKey() is not None)
self.assertTrue(ingestion_item_dict['data_acquisition_unit'].DataAcquisitionUnit_getEUtranDataArrayKey() is not None)
self.assertTrue(ingestion_item_dict['data_acquisition_unit'].DataAcquisitionUnit_getERabDataArrayUrl() is not None)
self.assertTrue(ingestion_item_dict['data_acquisition_unit'].DataAcquisitionUnit_getEUtranDataArrayUrl() is not None)
e_rab_shape = (0,)
e_rab_dtype = [
e_rab_array_shape = None
e_rab_array_dtype = [
('vt', '<f8'),
('vInitialEPSBEstabSR_lo', '<f8'),
('vInitialEPSBEstabSR_hi', '<f8'),
('vAddedEPSBEstabSR_lo', '<f8'),
('vAddedEPSBEstabSR_hi', '<f8')
]
e_utran_shape = (0,)
e_utran_dtype = [('evt', '<f8'), ('qci', '<f8'), ('dl_lo', '<f8'), ('dl_hi', '<f8'), ('ul_lo', '<f8'), ('ul_hi', '<f8')]
e_utran_array_shape = None
e_utran_array_dtype = [('evt', '<f8'), ('dl_lo', '<f8'), ('dl_hi', '<f8'), ('ul_lo', '<f8'), ('ul_hi', '<f8')]
if data_key == "valid":
e_rab_shape = (24,)
e_rab_array_shape = (82,)
e_utran_array_shape = (20992,)
elif data_key == "invalid":
e_rab_shape = (30,)
e_rab_array_shape = (44,)
e_utran_array_shape = (11264,)
elif data_key == "empty":
e_rab_shape = None
e_rab_dtype = None
e_utran_shape = None
e_utran_dtype = None
e_rab_array_dtype = None
e_utran_array_dtype = None
for data_array in ingestion_item_dict['data_array_list']:
if 'e_rab' in data_array.getReference():
self.assertTrue(data_array.getArrayDtype() == e_rab_dtype)
self.assertTrue(data_array.getArrayShape() == e_rab_shape)
self.assertTrue(data_array.getArrayShape() == e_rab_array_shape)
self.assertTrue(data_array.getArrayDtype() == e_rab_array_dtype)
elif 'e_utran' in data_array.getReference():
self.assertTrue(data_array.getArrayDtype() == e_utran_dtype)
self.assertTrue(data_array.getArrayShape() == e_utran_shape)
self.assertTrue(data_array.getArrayShape() == e_utran_array_shape)
self.assertTrue(data_array.getArrayDtype() == e_utran_array_dtype)
def test_04_2_ingestInvalidOrsLogDataFromFluentd(self):
'''
Test an invalid ORS log ingestion: simulate a fluentd gateway forwarding invalid ORS logs to the platform.
Check that all items are still valid, as only the invalid measurements are ignored.
Check that all items are still valid, as log chunks containing invalid measurements are skipped and
KPIs can continue to be calculated once they are no longer in the calculation window.
'''
# Call the above test, but test with invalid data
......
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