mirror of
https://github.com/meta-llama/llama-stack.git
synced 2025-12-04 02:03:44 +00:00
Merge d9a4f016d0 into sapling-pr-archive-ehhuang
This commit is contained in:
commit
4670264b89
7 changed files with 417 additions and 91 deletions
|
|
@ -88,6 +88,35 @@ def wait_for_server_ready(base_url: str, timeout: int = 30, process: subprocess.
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return False
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def stop_server_on_port(port: int, timeout: float = 10.0) -> None:
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"""Terminate any server processes bound to the given port."""
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try:
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output = subprocess.check_output(["lsof", "-ti", f":{port}"], text=True)
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except (subprocess.CalledProcessError, FileNotFoundError):
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return
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pids = {int(line) for line in output.splitlines() if line.strip()}
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if not pids:
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return
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deadline = time.time() + timeout
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for sig in (signal.SIGTERM, signal.SIGKILL):
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for pid in list(pids):
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try:
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os.kill(pid, sig)
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except ProcessLookupError:
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pids.discard(pid)
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while not is_port_available(port) and time.time() < deadline:
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time.sleep(0.1)
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if is_port_available(port):
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return
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raise RuntimeError(f"Unable to free port {port} for test server restart")
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def get_provider_data():
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# TODO: this needs to be generalized so each provider can have a sample provider data just
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# like sample run config on which we can do replace_env_vars()
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@ -199,6 +228,10 @@ def instantiate_llama_stack_client(session):
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port = int(parts[2]) if len(parts) > 2 else int(os.environ.get("LLAMA_STACK_PORT", DEFAULT_PORT))
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base_url = f"http://localhost:{port}"
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force_restart = os.environ.get("LLAMA_STACK_TEST_FORCE_SERVER_RESTART") == "1"
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if force_restart:
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stop_server_on_port(port)
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# Check if port is available
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if is_port_available(port):
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print(f"Starting llama stack server with config '{config_name}' on port {port}...")
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|
|
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19
tests/integration/telemetry/collectors/__init__.py
Normal file
19
tests/integration/telemetry/collectors/__init__.py
Normal file
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@ -0,0 +1,19 @@
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# Copyright (c) Meta Platforms, Inc. and affiliates.
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# All rights reserved.
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#
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# This source code is licensed under the terms described in the LICENSE file in
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# the root directory of this source tree.
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"""Telemetry collector helpers for integration tests."""
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from .base import BaseTelemetryCollector, SpanStub
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from .in_memory import InMemoryTelemetryCollector, InMemoryTelemetryManager
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from .otlp import OtlpHttpTestCollector
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__all__ = [
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"BaseTelemetryCollector",
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"SpanStub",
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"InMemoryTelemetryCollector",
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"InMemoryTelemetryManager",
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"OtlpHttpTestCollector",
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]
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108
tests/integration/telemetry/collectors/base.py
Normal file
108
tests/integration/telemetry/collectors/base.py
Normal file
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@ -0,0 +1,108 @@
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# Copyright (c) Meta Platforms, Inc. and affiliates.
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# All rights reserved.
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#
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# This source code is licensed under the terms described in the LICENSE file in
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# the root directory of this source tree.
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"""Shared helpers for telemetry test collectors."""
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from collections.abc import Iterable
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from dataclasses import dataclass
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from typing import Any
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@dataclass
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class SpanStub:
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name: str
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attributes: dict[str, Any]
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resource_attributes: dict[str, Any] | None = None
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events: list[dict[str, Any]] | None = None
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def _value_to_python(value: Any) -> Any:
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kind = value.WhichOneof("value")
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if kind == "string_value":
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return value.string_value
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if kind == "int_value":
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return value.int_value
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if kind == "double_value":
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return value.double_value
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if kind == "bool_value":
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return value.bool_value
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if kind == "bytes_value":
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return value.bytes_value
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if kind == "array_value":
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return [_value_to_python(item) for item in value.array_value.values]
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if kind == "kvlist_value":
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return {kv.key: _value_to_python(kv.value) for kv in value.kvlist_value.values}
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return None
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def attributes_to_dict(key_values: Iterable[Any]) -> dict[str, Any]:
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return {key_value.key: _value_to_python(key_value.value) for key_value in key_values}
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def events_to_list(events: Iterable[Any]) -> list[dict[str, Any]]:
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return [
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{
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"name": event.name,
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"timestamp": event.time_unix_nano,
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"attributes": attributes_to_dict(event.attributes),
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}
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for event in events
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]
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class BaseTelemetryCollector:
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def get_spans(
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self,
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expected_count: int | None = None,
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timeout: float = 5.0,
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poll_interval: float = 0.05,
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) -> tuple[Any, ...]:
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import time
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deadline = time.time() + timeout
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min_count = expected_count if expected_count is not None else 1
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last_len: int | None = None
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stable_iterations = 0
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while True:
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spans = tuple(self._snapshot_spans())
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if len(spans) >= min_count:
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if expected_count is not None and len(spans) >= expected_count:
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return spans
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if last_len == len(spans):
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stable_iterations += 1
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if stable_iterations >= 2:
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return spans
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else:
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stable_iterations = 1
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else:
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stable_iterations = 0
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if time.time() >= deadline:
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return spans
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last_len = len(spans)
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time.sleep(poll_interval)
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def get_metrics(self) -> Any | None:
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return self._snapshot_metrics()
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def clear(self) -> None:
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self._clear_impl()
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def _snapshot_spans(self) -> tuple[Any, ...]: # pragma: no cover - interface hook
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raise NotImplementedError
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def _snapshot_metrics(self) -> Any | None: # pragma: no cover - interface hook
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raise NotImplementedError
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def _clear_impl(self) -> None: # pragma: no cover - interface hook
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raise NotImplementedError
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def shutdown(self) -> None:
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"""Optional hook for subclasses with background workers."""
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71
tests/integration/telemetry/collectors/in_memory.py
Normal file
71
tests/integration/telemetry/collectors/in_memory.py
Normal file
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@ -0,0 +1,71 @@
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# Copyright (c) Meta Platforms, Inc. and affiliates.
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# All rights reserved.
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#
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# This source code is licensed under the terms described in the LICENSE file in
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# the root directory of this source tree.
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"""In-memory telemetry collector for library-client tests."""
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from typing import Any
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import opentelemetry.metrics as otel_metrics
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import opentelemetry.trace as otel_trace
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from opentelemetry import metrics, trace
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from opentelemetry.sdk.metrics import MeterProvider
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from opentelemetry.sdk.metrics.export import InMemoryMetricReader
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from opentelemetry.sdk.trace import TracerProvider
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from opentelemetry.sdk.trace.export import SimpleSpanProcessor
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from opentelemetry.sdk.trace.export.in_memory_span_exporter import InMemorySpanExporter
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import llama_stack.core.telemetry.telemetry as telemetry_module
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from .base import BaseTelemetryCollector
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class InMemoryTelemetryCollector(BaseTelemetryCollector):
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def __init__(self, span_exporter: InMemorySpanExporter, metric_reader: InMemoryMetricReader) -> None:
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self._span_exporter = span_exporter
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self._metric_reader = metric_reader
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def _snapshot_spans(self) -> tuple[Any, ...]:
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return tuple(self._span_exporter.get_finished_spans())
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def _snapshot_metrics(self) -> Any | None:
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data = self._metric_reader.get_metrics_data()
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if data and data.resource_metrics:
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resource_metric = data.resource_metrics[0]
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if resource_metric.scope_metrics:
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return resource_metric.scope_metrics[0].metrics
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return None
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def _clear_impl(self) -> None:
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self._span_exporter.clear()
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self._metric_reader.get_metrics_data()
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class InMemoryTelemetryManager:
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def __init__(self) -> None:
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if hasattr(otel_trace, "_TRACER_PROVIDER_SET_ONCE"):
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otel_trace._TRACER_PROVIDER_SET_ONCE._done = False # type: ignore[attr-defined]
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if hasattr(otel_metrics, "_METER_PROVIDER_SET_ONCE"):
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otel_metrics._METER_PROVIDER_SET_ONCE._done = False # type: ignore[attr-defined]
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span_exporter = InMemorySpanExporter()
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tracer_provider = TracerProvider()
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tracer_provider.add_span_processor(SimpleSpanProcessor(span_exporter))
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trace.set_tracer_provider(tracer_provider)
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metric_reader = InMemoryMetricReader()
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meter_provider = MeterProvider(metric_readers=[metric_reader])
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metrics.set_meter_provider(meter_provider)
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telemetry_module._TRACER_PROVIDER = tracer_provider
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self.collector = InMemoryTelemetryCollector(span_exporter, metric_reader)
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self._tracer_provider = tracer_provider
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self._meter_provider = meter_provider
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def shutdown(self) -> None:
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telemetry_module._TRACER_PROVIDER = None
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self._tracer_provider.shutdown()
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self._meter_provider.shutdown()
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114
tests/integration/telemetry/collectors/otlp.py
Normal file
114
tests/integration/telemetry/collectors/otlp.py
Normal file
|
|
@ -0,0 +1,114 @@
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|||
# Copyright (c) Meta Platforms, Inc. and affiliates.
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||||
# All rights reserved.
|
||||
#
|
||||
# This source code is licensed under the terms described in the LICENSE file in
|
||||
# the root directory of this source tree.
|
||||
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"""OTLP HTTP telemetry collector used for server-mode tests."""
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import gzip
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import threading
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from http.server import BaseHTTPRequestHandler, HTTPServer
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from socketserver import ThreadingMixIn
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from typing import Any
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|
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from opentelemetry.proto.collector.metrics.v1.metrics_service_pb2 import ExportMetricsServiceRequest
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from opentelemetry.proto.collector.trace.v1.trace_service_pb2 import ExportTraceServiceRequest
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from .base import BaseTelemetryCollector, SpanStub, attributes_to_dict, events_to_list
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|
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|
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class OtlpHttpTestCollector(BaseTelemetryCollector):
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def __init__(self) -> None:
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self._spans: list[SpanStub] = []
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self._metrics: list[Any] = []
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self._lock = threading.Lock()
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class _CollectorHandler(BaseHTTPRequestHandler):
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def do_POST(self_inner): # noqa: N802 (handler signature)
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collector: OtlpHttpTestCollector = self_inner.server.collector # type: ignore[attr-defined]
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length = int(self_inner.headers.get("content-length", "0"))
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body = self_inner.rfile.read(length)
|
||||
if self_inner.headers.get("content-encoding") == "gzip":
|
||||
body = gzip.decompress(body)
|
||||
|
||||
if self_inner.path == "/v1/traces":
|
||||
request = ExportTraceServiceRequest()
|
||||
request.ParseFromString(body)
|
||||
collector._handle_traces(request)
|
||||
self_inner._respond_ok()
|
||||
elif self_inner.path == "/v1/metrics":
|
||||
request = ExportMetricsServiceRequest()
|
||||
request.ParseFromString(body)
|
||||
collector._handle_metrics(request)
|
||||
self_inner._respond_ok()
|
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else:
|
||||
self_inner.send_response(404)
|
||||
self_inner.end_headers()
|
||||
|
||||
def log_message(self_inner, format, *args): # noqa: A003 - suppress default logging
|
||||
return
|
||||
|
||||
def _respond_ok(self_inner) -> None:
|
||||
self_inner.send_response(200)
|
||||
self_inner.end_headers()
|
||||
|
||||
class _ThreadingHTTPServer(ThreadingMixIn, HTTPServer):
|
||||
daemon_threads = True
|
||||
allow_reuse_address = True
|
||||
|
||||
self._server = _ThreadingHTTPServer(("127.0.0.1", 0), _CollectorHandler)
|
||||
self._server.collector = self # type: ignore[attr-defined]
|
||||
host, port = self._server.server_address[:2]
|
||||
self.endpoint = f"http://{host}:{port}"
|
||||
|
||||
self._thread = threading.Thread(target=self._server.serve_forever, name="otel-test-collector", daemon=True)
|
||||
self._thread.start()
|
||||
|
||||
def _handle_traces(self, request: ExportTraceServiceRequest) -> None:
|
||||
new_spans: list[SpanStub] = []
|
||||
|
||||
for resource_spans in request.resource_spans:
|
||||
resource_attrs = attributes_to_dict(resource_spans.resource.attributes)
|
||||
|
||||
for scope_spans in resource_spans.scope_spans:
|
||||
for span in scope_spans.spans:
|
||||
attributes = attributes_to_dict(span.attributes)
|
||||
events = events_to_list(span.events) if span.events else None
|
||||
new_spans.append(SpanStub(span.name, attributes, resource_attrs or None, events))
|
||||
|
||||
if not new_spans:
|
||||
return
|
||||
|
||||
with self._lock:
|
||||
self._spans.extend(new_spans)
|
||||
|
||||
def _handle_metrics(self, request: ExportMetricsServiceRequest) -> None:
|
||||
new_metrics: list[Any] = []
|
||||
for resource_metrics in request.resource_metrics:
|
||||
for scope_metrics in resource_metrics.scope_metrics:
|
||||
new_metrics.extend(scope_metrics.metrics)
|
||||
|
||||
if not new_metrics:
|
||||
return
|
||||
|
||||
with self._lock:
|
||||
self._metrics.extend(new_metrics)
|
||||
|
||||
def _snapshot_spans(self) -> tuple[SpanStub, ...]:
|
||||
with self._lock:
|
||||
return tuple(self._spans)
|
||||
|
||||
def _snapshot_metrics(self) -> Any | None:
|
||||
with self._lock:
|
||||
return list(self._metrics) if self._metrics else None
|
||||
|
||||
def _clear_impl(self) -> None:
|
||||
with self._lock:
|
||||
self._spans.clear()
|
||||
self._metrics.clear()
|
||||
|
||||
def shutdown(self) -> None:
|
||||
self._server.shutdown()
|
||||
self._server.server_close()
|
||||
self._thread.join(timeout=1)
|
||||
|
|
@ -4,92 +4,77 @@
|
|||
# This source code is licensed under the terms described in the LICENSE file in
|
||||
# the root directory of this source tree.
|
||||
|
||||
"""Telemetry test configuration using OpenTelemetry SDK exporters.
|
||||
"""Telemetry test configuration supporting both library and server test modes."""
|
||||
|
||||
This conftest provides in-memory telemetry collection for library_client mode only.
|
||||
Tests using these fixtures should skip in server mode since the in-memory collector
|
||||
cannot access spans from a separate server process.
|
||||
"""
|
||||
import os
|
||||
|
||||
from typing import Any
|
||||
|
||||
import opentelemetry.metrics as otel_metrics
|
||||
import opentelemetry.trace as otel_trace
|
||||
import pytest
|
||||
from opentelemetry import metrics, trace
|
||||
from opentelemetry.sdk.metrics import MeterProvider
|
||||
from opentelemetry.sdk.metrics.export import InMemoryMetricReader
|
||||
from opentelemetry.sdk.trace import ReadableSpan, TracerProvider
|
||||
from opentelemetry.sdk.trace.export import SimpleSpanProcessor
|
||||
from opentelemetry.sdk.trace.export.in_memory_span_exporter import InMemorySpanExporter
|
||||
|
||||
import llama_stack.core.telemetry.telemetry as telemetry_module
|
||||
from llama_stack.testing.api_recorder import patch_httpx_for_test_id
|
||||
from tests.integration.fixtures.common import instantiate_llama_stack_client
|
||||
|
||||
|
||||
class TestCollector:
|
||||
def __init__(self, span_exp, metric_read):
|
||||
assert span_exp and metric_read
|
||||
self.span_exporter = span_exp
|
||||
self.metric_reader = metric_read
|
||||
|
||||
def get_spans(self) -> tuple[ReadableSpan, ...]:
|
||||
return self.span_exporter.get_finished_spans()
|
||||
|
||||
def get_metrics(self) -> Any | None:
|
||||
metrics = self.metric_reader.get_metrics_data()
|
||||
if metrics and metrics.resource_metrics:
|
||||
return metrics.resource_metrics[0].scope_metrics[0].metrics
|
||||
return None
|
||||
|
||||
def clear(self) -> None:
|
||||
self.span_exporter.clear()
|
||||
self.metric_reader.get_metrics_data()
|
||||
from tests.integration.telemetry.collectors import InMemoryTelemetryManager, OtlpHttpTestCollector
|
||||
|
||||
|
||||
@pytest.fixture(scope="session")
|
||||
def _telemetry_providers():
|
||||
"""Set up in-memory OTEL providers before llama_stack_client initializes."""
|
||||
# Reset set-once flags to allow re-initialization
|
||||
if hasattr(otel_trace, "_TRACER_PROVIDER_SET_ONCE"):
|
||||
otel_trace._TRACER_PROVIDER_SET_ONCE._done = False # type: ignore
|
||||
if hasattr(otel_metrics, "_METER_PROVIDER_SET_ONCE"):
|
||||
otel_metrics._METER_PROVIDER_SET_ONCE._done = False # type: ignore
|
||||
def telemetry_test_collector():
|
||||
stack_mode = os.environ.get("LLAMA_STACK_TEST_STACK_CONFIG_TYPE", "library_client")
|
||||
|
||||
# Create in-memory exporters/readers
|
||||
span_exporter = InMemorySpanExporter()
|
||||
tracer_provider = TracerProvider()
|
||||
tracer_provider.add_span_processor(SimpleSpanProcessor(span_exporter))
|
||||
trace.set_tracer_provider(tracer_provider)
|
||||
if stack_mode == "server":
|
||||
try:
|
||||
collector = OtlpHttpTestCollector()
|
||||
except RuntimeError as exc:
|
||||
pytest.skip(str(exc))
|
||||
env_overrides = {
|
||||
"OTEL_EXPORTER_OTLP_ENDPOINT": collector.endpoint,
|
||||
"OTEL_EXPORTER_OTLP_PROTOCOL": "http/protobuf",
|
||||
"OTEL_BSP_SCHEDULE_DELAY": "200",
|
||||
"OTEL_BSP_EXPORT_TIMEOUT": "2000",
|
||||
}
|
||||
|
||||
metric_reader = InMemoryMetricReader()
|
||||
meter_provider = MeterProvider(metric_readers=[metric_reader])
|
||||
metrics.set_meter_provider(meter_provider)
|
||||
previous_env = {key: os.environ.get(key) for key in env_overrides}
|
||||
previous_force_restart = os.environ.get("LLAMA_STACK_TEST_FORCE_SERVER_RESTART")
|
||||
|
||||
# Set module-level provider so TelemetryAdapter uses our in-memory providers
|
||||
telemetry_module._TRACER_PROVIDER = tracer_provider
|
||||
for key, value in env_overrides.items():
|
||||
os.environ[key] = value
|
||||
|
||||
yield (span_exporter, metric_reader, tracer_provider, meter_provider)
|
||||
os.environ["LLAMA_STACK_TEST_FORCE_SERVER_RESTART"] = "1"
|
||||
telemetry_module._TRACER_PROVIDER = None
|
||||
|
||||
telemetry_module._TRACER_PROVIDER = None
|
||||
tracer_provider.shutdown()
|
||||
meter_provider.shutdown()
|
||||
try:
|
||||
yield collector
|
||||
finally:
|
||||
collector.shutdown()
|
||||
for key, prior in previous_env.items():
|
||||
if prior is None:
|
||||
os.environ.pop(key, None)
|
||||
else:
|
||||
os.environ[key] = prior
|
||||
if previous_force_restart is None:
|
||||
os.environ.pop("LLAMA_STACK_TEST_FORCE_SERVER_RESTART", None)
|
||||
else:
|
||||
os.environ["LLAMA_STACK_TEST_FORCE_SERVER_RESTART"] = previous_force_restart
|
||||
else:
|
||||
manager = InMemoryTelemetryManager()
|
||||
try:
|
||||
yield manager.collector
|
||||
finally:
|
||||
manager.shutdown()
|
||||
|
||||
|
||||
@pytest.fixture(scope="session")
|
||||
def llama_stack_client(_telemetry_providers, request):
|
||||
"""Override llama_stack_client to ensure in-memory telemetry providers are used."""
|
||||
def llama_stack_client(telemetry_test_collector, request):
|
||||
"""Ensure telemetry collector is ready before initializing the stack client."""
|
||||
patch_httpx_for_test_id()
|
||||
client = instantiate_llama_stack_client(request.session)
|
||||
|
||||
return client
|
||||
|
||||
|
||||
@pytest.fixture
|
||||
def mock_otlp_collector(_telemetry_providers):
|
||||
def mock_otlp_collector(telemetry_test_collector):
|
||||
"""Provides access to telemetry data and clears between tests."""
|
||||
span_exporter, metric_reader, _, _ = _telemetry_providers
|
||||
collector = TestCollector(span_exporter, metric_reader)
|
||||
yield collector
|
||||
collector.clear()
|
||||
telemetry_test_collector.clear()
|
||||
try:
|
||||
yield telemetry_test_collector
|
||||
finally:
|
||||
telemetry_test_collector.clear()
|
||||
|
|
|
|||
|
|
@ -4,17 +4,9 @@
|
|||
# This source code is licensed under the terms described in the LICENSE file in
|
||||
# the root directory of this source tree.
|
||||
|
||||
"""Telemetry tests verifying @trace_protocol decorator format using in-memory exporter."""
|
||||
"""Telemetry tests verifying @trace_protocol decorator format across stack modes."""
|
||||
|
||||
import json
|
||||
import os
|
||||
|
||||
import pytest
|
||||
|
||||
pytestmark = pytest.mark.skipif(
|
||||
os.environ.get("LLAMA_STACK_TEST_STACK_CONFIG_TYPE") == "server",
|
||||
reason="In-memory telemetry tests only work in library_client mode (server mode runs in separate process)",
|
||||
)
|
||||
|
||||
|
||||
def test_streaming_chunk_count(mock_otlp_collector, llama_stack_client, text_model_id):
|
||||
|
|
@ -29,18 +21,20 @@ def test_streaming_chunk_count(mock_otlp_collector, llama_stack_client, text_mod
|
|||
chunks = list(stream)
|
||||
assert len(chunks) > 0
|
||||
|
||||
spans = mock_otlp_collector.get_spans()
|
||||
spans = mock_otlp_collector.get_spans(expected_count=5)
|
||||
assert len(spans) > 0
|
||||
|
||||
chunk_count = None
|
||||
for span in spans:
|
||||
if span.attributes.get("__type__") == "async_generator":
|
||||
chunk_count = span.attributes.get("chunk_count")
|
||||
if chunk_count:
|
||||
chunk_count = int(chunk_count)
|
||||
break
|
||||
async_generator_span = next(
|
||||
(s for s in spans if s.attributes.get("__type__") == "async_generator" and s.attributes.get("chunk_count")),
|
||||
None,
|
||||
)
|
||||
|
||||
assert async_generator_span is not None
|
||||
|
||||
raw_chunk_count = async_generator_span.attributes.get("chunk_count")
|
||||
assert raw_chunk_count is not None
|
||||
chunk_count = int(raw_chunk_count)
|
||||
|
||||
assert chunk_count is not None
|
||||
assert chunk_count == len(chunks)
|
||||
|
||||
|
||||
|
|
@ -63,8 +57,9 @@ def test_telemetry_format_completeness(mock_otlp_collector, llama_stack_client,
|
|||
assert usage.get("total_tokens") and usage["total_tokens"] > 0
|
||||
|
||||
# Verify spans
|
||||
spans = mock_otlp_collector.get_spans()
|
||||
assert len(spans) == 5
|
||||
spans = mock_otlp_collector.get_spans(expected_count=7)
|
||||
spans = [span for span in spans if span.attributes.get("__root__") or span.attributes.get("__autotraced__")]
|
||||
assert len(spans) >= 5
|
||||
|
||||
# we only need this captured one time
|
||||
logged_model_id = None
|
||||
|
|
@ -77,15 +72,16 @@ def test_telemetry_format_completeness(mock_otlp_collector, llama_stack_client,
|
|||
is_root_span = attrs.get("__root__") is True
|
||||
|
||||
if is_root_span:
|
||||
# Root spans have different attributes
|
||||
assert attrs.get("__location__") in ["library_client", "server"]
|
||||
else:
|
||||
# Non-root spans are created by @trace_protocol decorator
|
||||
assert attrs.get("__autotraced__")
|
||||
assert attrs.get("__class__") and attrs.get("__method__")
|
||||
assert attrs.get("__type__") in ["async", "sync", "async_generator"]
|
||||
continue
|
||||
|
||||
args = json.loads(attrs["__args__"])
|
||||
assert attrs.get("__autotraced__")
|
||||
assert attrs.get("__class__") and attrs.get("__method__")
|
||||
assert attrs.get("__type__") in ["async", "sync", "async_generator"]
|
||||
|
||||
args_field = attrs.get("__args__")
|
||||
if args_field:
|
||||
args = json.loads(args_field)
|
||||
if "model_id" in args:
|
||||
logged_model_id = args["model_id"]
|
||||
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue