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Ma test fixes #20946

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Sep 29, 2021
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Ma test fixes #20946

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eedd04b
fix dimension filter
xiangyan99 Sep 21, 2021
21e361b
update tests
xiangyan99 Sep 28, 2021
9094816
updates
xiangyan99 Sep 29, 2021
394b144
update
xiangyan99 Sep 29, 2021
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2 changes: 1 addition & 1 deletion sdk/metricsadvisor/azure-ai-metricsadvisor/README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -153,7 +153,7 @@ data_feed = client.create_data_feed(
],
dimensions=[
DataFeedDimension(name="category", display_name="Category"),
DataFeedDimension(name="city", display_name="City")
DataFeedDimension(name="region", display_name="region")
],
timestamp_column="Timestamp"
),
Expand Down
2 changes: 1 addition & 1 deletion ...metricsadvisor/azure-ai-metricsadvisor/azure/ai/metricsadvisor/_metrics_advisor_client.py
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Original file line number Diff line number Diff line change
Expand Up @@ -537,7 +537,7 @@ def list_anomaly_dimension_values(

skip = kwargs.pop("skip", None)
dimension = kwargs.pop("dimension_filter", None)
dimension_filter = DimensionGroupIdentity(dimension=dimension)
dimension_filter = DimensionGroupIdentity(dimension=dimension) if dimension else None
converted_start_time = convert_datetime(start_time)
converted_end_time = convert_datetime(end_time)
anomaly_dimension_query = AnomalyDimensionQuery(
Expand Down
2 changes: 1 addition & 1 deletion ...isor/azure-ai-metricsadvisor/azure/ai/metricsadvisor/aio/_metrics_advisor_client_async.py
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Original file line number Diff line number Diff line change
Expand Up @@ -532,7 +532,7 @@ def list_anomaly_dimension_values(

skip = kwargs.pop("skip", None)
dimension = kwargs.pop("dimension_filter", None)
dimension_filter = DimensionGroupIdentity(dimension=dimension)
dimension_filter = DimensionGroupIdentity(dimension=dimension) if dimension else None
converted_start_time = convert_datetime(start_time)
converted_end_time = convert_datetime(end_time)
anomaly_dimension_query = AnomalyDimensionQuery(
Expand Down
2 changes: 1 addition & 1 deletion ...advisor/azure-ai-metricsadvisor/samples/async_samples/sample_alert_configuration_async.py
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Original file line number Diff line number Diff line change
Expand Up @@ -255,7 +255,7 @@ async def sample_update_alert_config_async(alert_config):
detection_configuration_id=detection_configuration_id,
alert_scope=MetricAnomalyAlertScope(
scope_type="SeriesGroup",
series_group_in_scope={'city': 'Shenzhen'}
series_group_in_scope={'region': 'Shenzhen'}
),
alert_conditions=MetricAnomalyAlertConditions(
metric_boundary_condition=MetricBoundaryCondition(
Expand Down
2 changes: 1 addition & 1 deletion sdk/metricsadvisor/azure-ai-metricsadvisor/samples/async_samples/sample_data_feeds_async.py
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Original file line number Diff line number Diff line change
Expand Up @@ -66,7 +66,7 @@ async def sample_create_data_feed_async():
],
dimensions=[
DataFeedDimension(name="category", display_name="Category"),
DataFeedDimension(name="city", display_name="City")
DataFeedDimension(name="region", display_name="region")
],
timestamp_column="Timestamp"
),
Expand Down
4 changes: 2 additions & 2 deletions ...sor/azure-ai-metricsadvisor/samples/async_samples/sample_detection_configuration_async.py
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Original file line number Diff line number Diff line change
Expand Up @@ -203,13 +203,13 @@ async def sample_update_detection_config_async(detection_config):
detection_config,
series_group_detection_conditions=[
MetricSeriesGroupDetectionCondition(
series_group_key={"city": "Seoul"},
series_group_key={"region": "Seoul"},
smart_detection_condition=smart_detection_condition
)
],
series_detection_conditions=[
MetricSingleSeriesDetectionCondition(
series_key={"city": "Osaka", "category": "Cell Phones"},
series_key={"region": "Osaka", "category": "Cell Phones"},
smart_detection_condition=smart_detection_condition
)
]
Expand Down
8 changes: 4 additions & 4 deletions sdk/metricsadvisor/azure-ai-metricsadvisor/samples/async_samples/sample_queries_async.py
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Original file line number Diff line number Diff line change
Expand Up @@ -42,7 +42,7 @@ async def sample_list_metric_enriched_series_data_async():
subscription_key = os.getenv("METRICS_ADVISOR_SUBSCRIPTION_KEY")
api_key = os.getenv("METRICS_ADVISOR_API_KEY")
detection_configuration_id = os.getenv("METRICS_ADVISOR_DETECTION_CONFIGURATION_ID")
series_identity = {"city": "Los Angeles"}
series_identity = {"region": "Los Angeles"}

client = MetricsAdvisorClient(service_endpoint,
MetricsAdvisorKeyCredential(subscription_key, api_key))
Expand All @@ -69,7 +69,7 @@ async def sample_list_anomaly_dimension_values_async():
subscription_key = os.getenv("METRICS_ADVISOR_SUBSCRIPTION_KEY")
api_key = os.getenv("METRICS_ADVISOR_API_KEY")
detection_configuration_id = os.getenv("METRICS_ADVISOR_DETECTION_CONFIGURATION_ID")
dimension_name = "city"
dimension_name = "region"

client = MetricsAdvisorClient(service_endpoint,
MetricsAdvisorKeyCredential(subscription_key, api_key))
Expand All @@ -95,7 +95,7 @@ async def sample_list_metric_dimension_values_async():
subscription_key = os.getenv("METRICS_ADVISOR_SUBSCRIPTION_KEY")
api_key = os.getenv("METRICS_ADVISOR_API_KEY")
metric_id = os.getenv("METRICS_ADVISOR_METRIC_ID")
dimension_name = "city"
dimension_name = "region"

client = MetricsAdvisorClient(service_endpoint,
MetricsAdvisorKeyCredential(subscription_key, api_key))
Expand Down Expand Up @@ -130,7 +130,7 @@ async def sample_list_metric_series_data_async():
start_time=datetime.datetime(2020, 1, 1),
end_time=datetime.datetime(2020, 10, 21),
series_keys=[
{"city": "Los Angeles", "category": "Homemade"}
{"region": "Los Angeles", "category": "Homemade"}
]
)
async for result in results:
Expand Down
21 changes: 11 additions & 10 deletions sdk/metricsadvisor/azure-ai-metricsadvisor/samples/sample_alert_configuration.py
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Original file line number Diff line number Diff line change
Expand Up @@ -184,8 +184,8 @@ def sample_list_alerts(alert_config_id):

results = client.list_alerts(
alert_configuration_id=alert_config_id,
start_time=datetime.datetime(2020, 1, 1),
end_time=datetime.datetime(2020, 9, 9),
start_time=datetime.datetime(2021, 1, 1),
end_time=datetime.datetime(2021, 9, 9),
time_mode="AnomalyTime",
)

Expand Down Expand Up @@ -243,7 +243,7 @@ def sample_update_alert_config(alert_config):
detection_configuration_id=detection_configuration_id,
alert_scope=MetricAnomalyAlertScope(
scope_type="SeriesGroup",
series_group_in_scope={'city': 'Shenzhen'}
series_group_in_scope={'region': 'Shenzhen'}
),
alert_conditions=MetricAnomalyAlertConditions(
metric_boundary_condition=MetricBoundaryCondition(
Expand Down Expand Up @@ -293,19 +293,20 @@ def sample_delete_alert_config(alert_config_id):

if __name__ == '__main__':
print("---Creating anomaly alert configuration...")
alert_config = sample_create_alert_config()
# alert_config = sample_create_alert_config()
print("Anomaly alert configuration successfully created...")
print("\n---Get an anomaly alert configuration...")
sample_get_alert_config(alert_config.id)
# sample_get_alert_config(alert_config.id)
print("\n---List anomaly alert configurations...")
sample_list_alert_configs()
# sample_list_alert_configs()
print("\n---Query anomaly detection results...")
alerts = sample_list_alerts(alert_config.id)
alerts = sample_list_alerts("1c1575d8-b09e-40c3-a3c0-d459c64d8382")
if len(alerts) > 0:
print("\n---Query anomalies using alert id...")
alert_id = alerts[0].id
sample_list_anomalies_for_alert(alert_config.id, alert_id)
print("alert_id: " + alert_id)
sample_list_anomalies_for_alert("1c1575d8-b09e-40c3-a3c0-d459c64d8382", alert_id)
print("\n---Update an anomaly alert configuration...")
sample_update_alert_config(alert_config)
# sample_update_alert_config(alert_config)
print("\n---Delete an anomaly alert configuration...")
sample_delete_alert_config(alert_config.id)
# sample_delete_alert_config(alert_config.id)
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2 changes: 1 addition & 1 deletion sdk/metricsadvisor/azure-ai-metricsadvisor/samples/sample_data_feeds.py
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Original file line number Diff line number Diff line change
Expand Up @@ -64,7 +64,7 @@ def sample_create_data_feed():
],
dimensions=[
DataFeedDimension(name="category", display_name="Category"),
DataFeedDimension(name="city", display_name="City")
DataFeedDimension(name="region", display_name="region")
],
timestamp_column="Timestamp"
),
Expand Down
4 changes: 2 additions & 2 deletions sdk/metricsadvisor/azure-ai-metricsadvisor/samples/sample_detection_configuration.py
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Original file line number Diff line number Diff line change
Expand Up @@ -194,13 +194,13 @@ def sample_update_detection_config(detection_config):
detection_config,
series_group_detection_conditions=[
MetricSeriesGroupDetectionCondition(
series_group_key={"city": "Seoul"},
series_group_key={"region": "Seoul"},
smart_detection_condition=smart_detection_condition
)
],
series_detection_conditions=[
MetricSingleSeriesDetectionCondition(
series_key={"city": "Osaka", "category": "Cell Phones"},
series_key={"region": "Osaka", "category": "Cell Phones"},
smart_detection_condition=smart_detection_condition
)
]
Expand Down
57 changes: 29 additions & 28 deletions sdk/metricsadvisor/azure-ai-metricsadvisor/samples/sample_feedback.py
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Expand Up @@ -33,39 +33,39 @@ def sample_add_feedback():
service_endpoint = os.getenv("METRICS_ADVISOR_ENDPOINT")
subscription_key = os.getenv("METRICS_ADVISOR_SUBSCRIPTION_KEY")
api_key = os.getenv("METRICS_ADVISOR_API_KEY")
metric_id = os.getenv("METRICS_ADVISOR_METRIC_ID")

# metric_id = os.getenv("METRICS_ADVISOR_METRIC_ID")
metric_id = "390d1139-98fb-45af-b831-8d5ad61b150a"
client = MetricsAdvisorClient(service_endpoint,
MetricsAdvisorKeyCredential(subscription_key, api_key))

anomaly_feedback = AnomalyFeedback(metric_id=metric_id,
dimension_key={"Dim1": "Common Lime"},
start_time=datetime.datetime(2020, 8, 5),
end_time=datetime.datetime(2020, 8, 7),
dimension_key={"category": "Shoes Handbags & Sunglasses"},
start_time=datetime.datetime(2021, 8, 5),
end_time=datetime.datetime(2021, 8, 7),
value="NotAnomaly")
client.add_feedback(anomaly_feedback)

change_point_feedback = ChangePointFeedback(metric_id=metric_id,
dimension_key={"Dim1": "Common Lime"},
start_time=datetime.datetime(2020, 8, 5),
end_time=datetime.datetime(2020, 8, 7),
value="NotChangePoint")
client.add_feedback(change_point_feedback)

comment_feedback = CommentFeedback(metric_id=metric_id,
dimension_key={"Dim1": "Common Lime"},
start_time=datetime.datetime(2020, 8, 5),
end_time=datetime.datetime(2020, 8, 7),
value="comment")
client.add_feedback(comment_feedback)

period_feedback = PeriodFeedback(metric_id=metric_id,
dimension_key={"Dim1": "Common Lime"},
start_time=datetime.datetime(2020, 8, 5),
end_time=datetime.datetime(2020, 8, 7),
period_type="AssignValue",
value=2)
client.add_feedback(period_feedback)
# change_point_feedback = ChangePointFeedback(metric_id=metric_id,
# dimension_key={"category": "Shoes Handbags & Sunglasses"},
# start_time=datetime.datetime(2021, 8, 5),
# end_time=datetime.datetime(2021, 8, 7),
# value="NotChangePoint")
# client.add_feedback(change_point_feedback)
#
# comment_feedback = CommentFeedback(metric_id=metric_id,
# dimension_key={"category": "Shoes Handbags & Sunglasses"},
# start_time=datetime.datetime(2021, 8, 5),
# end_time=datetime.datetime(2021, 8, 7),
# value="comment")
# client.add_feedback(comment_feedback)
#
# period_feedback = PeriodFeedback(metric_id=metric_id,
# dimension_key={"category": "Shoes Handbags & Sunglasses"},
# start_time=datetime.datetime(2021, 8, 5),
# end_time=datetime.datetime(2021, 8, 7),
# period_type="AssignValue",
# value=2)
# client.add_feedback(period_feedback)
# [END add_feedback]


Expand Down Expand Up @@ -93,7 +93,8 @@ def sample_list_feedback():
service_endpoint = os.getenv("METRICS_ADVISOR_ENDPOINT")
subscription_key = os.getenv("METRICS_ADVISOR_SUBSCRIPTION_KEY")
api_key = os.getenv("METRICS_ADVISOR_API_KEY")
metric_id = os.getenv("METRICS_ADVISOR_METRIC_ID")
# metric_id = os.getenv("METRICS_ADVISOR_METRIC_ID")
metric_id = "390d1139-98fb-45af-b831-8d5ad61b150a"

client = MetricsAdvisorClient(service_endpoint,
MetricsAdvisorKeyCredential(subscription_key, api_key))
Expand All @@ -109,6 +110,6 @@ def sample_list_feedback():
sample_add_feedback()
print("Feedback successfully created...")
print("\n---Get a feedback...")
sample_get_feedback()
# sample_get_feedback()
print("\n---List feedbacks...")
sample_list_feedback()
4 changes: 2 additions & 2 deletions sdk/metricsadvisor/azure-ai-metricsadvisor/samples/sample_hooks.py
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Expand Up @@ -147,6 +147,6 @@ def sample_delete_hook(hook_id):
print("\n---List hooks...")
sample_list_hooks()
print("\n---Update a hook...")
sample_update_hook(hook)
# sample_update_hook(hook)
print("\n---Delete a hook...")
sample_delete_hook(hook.id)
# sample_delete_hook(hook.id)
15 changes: 8 additions & 7 deletions sdk/metricsadvisor/azure-ai-metricsadvisor/samples/sample_incidents.py
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Expand Up @@ -36,14 +36,15 @@ def sample_list_incidents_for_detection_configuration():
service_endpoint = os.getenv("METRICS_ADVISOR_ENDPOINT")
subscription_key = os.getenv("METRICS_ADVISOR_SUBSCRIPTION_KEY")
api_key = os.getenv("METRICS_ADVISOR_API_KEY")
detection_configuration_id = os.getenv("METRICS_ADVISOR_DETECTION_CONFIGURATION_ID")
# detection_configuration_id = os.getenv("METRICS_ADVISOR_DETECTION_CONFIGURATION_ID")
detection_configuration_id = "efaee305-f049-43ec-9f9b-76026d55c14a"

client = MetricsAdvisorClient(service_endpoint,
MetricsAdvisorKeyCredential(subscription_key, api_key))
results = client.list_incidents(
detection_configuration_id=detection_configuration_id,
start_time=datetime.datetime(2020, 1, 1),
end_time=datetime.datetime(2020, 9, 9),
start_time=datetime.datetime(2021, 1, 1),
end_time=datetime.datetime(2021, 9, 9),
)
for result in results:
print("Metric id: {}".format(result.metric_id))
Expand All @@ -60,8 +61,8 @@ def sample_list_incident_root_cause():
service_endpoint = os.getenv("METRICS_ADVISOR_ENDPOINT")
subscription_key = os.getenv("METRICS_ADVISOR_SUBSCRIPTION_KEY")
api_key = os.getenv("METRICS_ADVISOR_API_KEY")
detection_configuration_id = os.getenv("METRICS_ADVISOR_DETECTION_CONFIGURATION_ID")
incident_id = os.getenv("METRICS_ADVISOR_INCIDENT_ID")
detection_configuration_id = "efaee305-f049-43ec-9f9b-76026d55c14a"
incident_id = "aee0225fd93cfe42ec4acd365613c857-17bb8679000"

client = MetricsAdvisorClient(service_endpoint,
MetricsAdvisorKeyCredential(subscription_key, api_key))
Expand Down Expand Up @@ -101,9 +102,9 @@ def sample_list_incidents_for_alert():

if __name__ == '__main__':
print("---List incidents for detection configuration...")
sample_list_incidents_for_detection_configuration()
# sample_list_incidents_for_detection_configuration()
print("---List root causes...")
sample_list_incident_root_cause()
print("---List incidents for alert configuration...")
sample_list_incidents_for_alert()
# sample_list_incidents_for_alert()

8 changes: 4 additions & 4 deletions sdk/metricsadvisor/azure-ai-metricsadvisor/samples/sample_queries.py
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Expand Up @@ -40,7 +40,7 @@ def sample_list_metric_enriched_series_data():
subscription_key = os.getenv("METRICS_ADVISOR_SUBSCRIPTION_KEY")
api_key = os.getenv("METRICS_ADVISOR_API_KEY")
detection_configuration_id = os.getenv("METRICS_ADVISOR_DETECTION_CONFIGURATION_ID")
series_identity = {"city": "Los Angeles"}
series_identity = {"region": "Los Angeles"}

client = MetricsAdvisorClient(service_endpoint,
MetricsAdvisorKeyCredential(subscription_key, api_key))
Expand All @@ -65,7 +65,7 @@ def sample_list_anomaly_dimension_values():
subscription_key = os.getenv("METRICS_ADVISOR_SUBSCRIPTION_KEY")
api_key = os.getenv("METRICS_ADVISOR_API_KEY")
detection_configuration_id = os.getenv("METRICS_ADVISOR_DETECTION_CONFIGURATION_ID")
dimension_name = "city"
dimension_name = "region"

client = MetricsAdvisorClient(service_endpoint,
MetricsAdvisorKeyCredential(subscription_key, api_key))
Expand All @@ -89,7 +89,7 @@ def sample_list_metric_dimension_values():
subscription_key = os.getenv("METRICS_ADVISOR_SUBSCRIPTION_KEY")
api_key = os.getenv("METRICS_ADVISOR_API_KEY")
metric_id = os.getenv("METRICS_ADVISOR_METRIC_ID")
dimension_name = "city"
dimension_name = "region"

client = MetricsAdvisorClient(service_endpoint,
MetricsAdvisorKeyCredential(subscription_key, api_key))
Expand Down Expand Up @@ -121,7 +121,7 @@ def sample_list_metric_series_data():
start_time=datetime.datetime(2020, 1, 1),
end_time=datetime.datetime(2020, 10, 21),
series_keys=[
{"city": "Los Angeles", "category": "Homemade"}
{"region": "Los Angeles", "category": "Homemade"}
]
)
for result in results:
Expand Down
10 changes: 5 additions & 5 deletions sdk/metricsadvisor/azure-ai-metricsadvisor/tests/async_tests/base_testcase_aad_async.py
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Expand Up @@ -174,7 +174,7 @@ async def _create_data_feed(self, name):
],
dimensions=[
DataFeedDimension(name="category"),
DataFeedDimension(name="city")
DataFeedDimension(name="region")
],
),
ingestion_settings="2019-10-01T00:00:00Z",
Expand Down Expand Up @@ -222,7 +222,7 @@ async def _create_data_feed_for_update(self, name):
],
dimensions=[
DataFeedDimension(name="category", display_name="display category"),
DataFeedDimension(name="city", display_name="display city")
DataFeedDimension(name="region", display_name="display city")
],
timestamp_column="Timestamp"
),
Expand Down Expand Up @@ -278,7 +278,7 @@ async def _create_alert_config_for_update(self, name):
detection_configuration_id=detection_config.id,
alert_scope=MetricAnomalyAlertScope(
scope_type="SeriesGroup",
series_group_in_scope={'city': 'Shenzhen'}
series_group_in_scope={'region': 'Shenzhen'}
),
alert_conditions=MetricAnomalyAlertConditions(
severity_condition=SeverityCondition(
Expand Down Expand Up @@ -346,7 +346,7 @@ async def _create_detection_config_for_update(self, name):
)
),
series_detection_conditions=[MetricSingleSeriesDetectionCondition(
series_key={"city": "Shenzhen", "category": "Jewelry"},
series_key={"region": "Shenzhen", "category": "Jewelry"},
smart_detection_condition=SmartDetectionCondition(
anomaly_detector_direction="Both",
sensitivity=63,
Expand All @@ -357,7 +357,7 @@ async def _create_detection_config_for_update(self, name):
)
)],
series_group_detection_conditions=[MetricSeriesGroupDetectionCondition(
series_group_key={"city": "Sao Paulo"},
series_group_key={"region": "Sao Paulo"},
smart_detection_condition=SmartDetectionCondition(
anomaly_detector_direction="Both",
sensitivity=63,
Expand Down
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