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#!/usr/bin/env python
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
"""
Retrieve and list experiment metrics
"""
import os
from azure.identity import DefaultAzureCredential
from azure.onlineexperimentation import OnlineExperimentationClient
from azure.core.exceptions import HttpResponseError, ResourceNotFoundError
def retrieve_single_metric():
endpoint = os.environ["AZURE_ONLINEEXPERIMENTATION_ENDPOINT"]
client = OnlineExperimentationClient(endpoint, DefaultAzureCredential())
try:
# Get a specific metric by ID
metric = client.get_metric("avg_revenue_per_purchase")
# Access metric properties to view or use the metric definition
print(f"Metric ID: {metric.id}")
print(f"Display name: {metric.display_name}")
print(f"Description: {metric.description}")
print(f"Lifecycle stage: {metric.lifecycle}")
print(f"Desired direction: {metric.desired_direction}")
except ResourceNotFoundError:
print("The specified metric was not found in the workspace.")
except HttpResponseError as error:
print(f"Failed to retrieve metric: {error}")
def list_all_metrics():
endpoint = os.environ["AZURE_ONLINEEXPERIMENTATION_ENDPOINT"]
client = OnlineExperimentationClient(endpoint, DefaultAzureCredential())
try:
# List all metrics in the workspace
print("Listing all metrics:")
metrics = client.list_metrics()
for item in metrics:
print(f"- {item.id}: {item.display_name}")
except HttpResponseError as error:
print(f"Failed to list metrics: {error}")
if __name__ == "__main__":
retrieve_single_metric()
list_all_metrics()
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