def test_add_anomaly_feedback(self):
anomaly_feedback = AnomalyFeedback(metric_id=self.metric_id,
dimension_key={"category": "Shoes Handbags & Sunglasses"},
start_time=datetime.datetime(2021, 8, 5),
end_time=datetime.datetime(2021, 9, 9),
value="NotAnomaly")
self.client.add_feedback(anomaly_feedback)
def test_add_anomaly_feedback(self):
anomaly_feedback = AnomalyFeedback(metric_id=self.metric_id,
dimension_key={"city": "Los Angeles"},
start_time=datetime.datetime(2020, 8, 5),
end_time=datetime.datetime(2020, 10, 21),
value="NotAnomaly")
self.client.add_feedback(anomaly_feedback)
def test_add_anomaly_feedback(self):
anomaly_feedback = AnomalyFeedback(
metric_id=self.metric_id,
dimension_key={"Dim1": "Common Lime"},
start_time=datetime.datetime(2020, 8, 5),
end_time=datetime.datetime(2020, 8, 7),
value="NotAnomaly")
self.client.add_feedback(anomaly_feedback)
async def sample_add_feedback_async():
# [START add_feedback_async]
from azure.ai.metricsadvisor import MetricsAdvisorKeyCredential
from azure.ai.metricsadvisor.aio import MetricsAdvisorClient
from azure.ai.metricsadvisor.models import AnomalyFeedback, ChangePointFeedback, CommentFeedback, PeriodFeedback
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")
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),
value="NotAnomaly")
await 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")
await 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")
await 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)
await client.add_feedback(period_feedback)