Hello Prometheus Community,
I have a question regarding evaluating range vectors within a range query. Specifically, I’m trying to understand how Prometheus processes the range vector in conjunction with the given start time, end time, and step interval in the query.
Here’s a sample query for context:
rate(demo_api_request_duration_seconds_bucket{instance = "demo-service-0:10000", method="GET"}[10m])
Assume we have a range query with a start time, an end time, and a step interval. My question is about the internal mechanics of how Prometheus evaluates this range vector over the specified time range.
- Does Prometheus evaluates range vector for each step from start to end duration provided in range query?
- How does the
[10m]
range duration interact with the overall query start and end times? - Could you illustrate this with a sample example to clarify?
Example range_query parameters
query: rate(demo_api_request_duration_seconds_bucket{instance = "demo-service-0:10000",method="GET"}[10m])
start: 1720073957.861
end: 1720074017.861
step: 2