Collect Diagnostics

1"""Collect diagnostic information from a SageMaker endpoint.
2
3Usage:
4    from collect_diagnostics import collect_endpoint_diagnostics, TimeRange
5
6    # Default: last 5 minutes
7    results = collect_endpoint_diagnostics("my-endpoint", "us-east-1")
8
9    # Last 60 minutes
10    results = collect_endpoint_diagnostics("my-endpoint", "us-east-1", time_range=TimeRange.last(60))
11
12    # Absolute UTC window
13    from datetime import datetime, timezone
14    results = collect_endpoint_diagnostics(
15        "my-endpoint", "us-east-1",
16        time_range=TimeRange.between(