llama-stack-mirror/llama_stack/providers/utils
Charlie Doern fb553f3430 feat: implement query_metrics
query_metrics currently has no implementation, meaning once a metric is emitted there is no way in llama stack to query it from the store.

implement query_metrics for the meta_reference provider which follows a similar style to `query_traces`, using the trace_store to format an SQL query and execute it

in this case the parameters for the query are `metric.METRIC_NAME, start_time, and end_time`.

this required client side changes since the client had no `query_metrics` or any associated resources, so any tests here will fail but I will provider manual execution logs for the new tests I am adding

order the metrics by timestamp.

Additionally add `unit` to the `MetricDataPoint` class since this adds much more context to the metric being queried.

these metrics can also be aggregated via a `granularity` parameter. This was pre-defined as a string like: `1m, 1h, 1d` where metrics occuring in same timespan specified are aggregated together.

Signed-off-by: Charlie Doern <cdoern@redhat.com>
2025-08-22 15:47:04 -04:00
..
bedrock feat: drop python 3.10 support (#2469) 2025-06-19 12:07:14 +05:30
common chore(rename): move llama_stack.distribution to llama_stack.core (#2975) 2025-07-30 23:30:53 -07:00
datasetio chore(misc): make tests and starter faster (#3042) 2025-08-05 14:55:05 -07:00
inference refactor(logging): rename llama_stack logger categories (#3065) 2025-08-21 17:31:04 -07:00
kvstore refactor(logging): rename llama_stack logger categories (#3065) 2025-08-21 17:31:04 -07:00
memory refactor(logging): rename llama_stack logger categories (#3065) 2025-08-21 17:31:04 -07:00
responses chore(rename): move llama_stack.distribution to llama_stack.core (#2975) 2025-07-30 23:30:53 -07:00
scoring chore: enable pyupgrade fixes (#1806) 2025-05-01 14:23:50 -07:00
sqlstore refactor(logging): rename llama_stack logger categories (#3065) 2025-08-21 17:31:04 -07:00
telemetry feat: implement query_metrics 2025-08-22 15:47:04 -04:00
tools chore(rename): move llama_stack.distribution to llama_stack.core (#2975) 2025-07-30 23:30:53 -07:00
vector_io chore: Enabling Integration tests for Weaviate (#2882) 2025-07-31 20:29:50 -04:00
__init__.py API Updates (#73) 2024-09-17 19:51:35 -07:00
pagination.py chore(refact): move paginate_records fn outside of datasetio (#2137) 2025-05-12 10:56:14 -07:00
scheduler.py refactor(logging): rename llama_stack logger categories (#3065) 2025-08-21 17:31:04 -07:00