fix(mypy): resolve OpenTelemetry typing issues in telemetry.py

Fix all 11 mypy errors in telemetry.py without using suppressions:

**Changes:**
- Add type aliases for OpenTelemetry attribute types (AttributeValue, Attributes)
- Create `_clean_attributes()` helper to filter None values from attribute dicts
- Use `cast()` for TracerProvider methods (add_span_processor, force_flush)
- Use `cast()` for metric creation methods returning from global storage
- Fix variable reuse by renaming `span` to `end_span` in SpanEndPayload branch
- Add None check for parent_span before set_span_in_context

**Errors fixed:**
- TracerProvider attribute access (2 errors)
- Counter/UpDownCounter/ObservableGauge return types (3 errors)
- Attribute dict type mismatches (4 errors)
- Span assignment type conflicts (2 errors)

This eliminates all mypy errors in the telemetry module.

src/llama_stack/core/telemetry/telemetry.py

@@ -6,7 +6,8 @@
 
 import os
 import threading
-from typing import Any
+from collections.abc import Mapping, Sequence
+from typing import Any, cast
 
 from opentelemetry import metrics, trace
 from opentelemetry.exporter.otlp.proto.http.metric_exporter import OTLPMetricExporter
@@ -17,6 +18,10 @@ from opentelemetry.sdk.trace import TracerProvider
 from opentelemetry.sdk.trace.export import BatchSpanProcessor
 from opentelemetry.trace.propagation.tracecontext import TraceContextTextMapPropagator
 
+# Type alias for OpenTelemetry attribute values (excludes None)
+AttributeValue = str | bool | int | float | Sequence[str] | Sequence[bool] | Sequence[int] | Sequence[float]
+Attributes = Mapping[str, AttributeValue]
+
 from llama_stack.apis.telemetry import (
     Event,
     MetricEvent,
@@ -44,6 +49,13 @@ _TRACER_PROVIDER = None
 logger = get_logger(name=__name__, category="telemetry")
 
 
+def _clean_attributes(attrs: dict[str, Any] | None) -> Attributes | None:
+    """Remove None values from attributes dict to match OpenTelemetry's expected type."""
+    if attrs is None:
+        return None
+    return {k: v for k, v in attrs.items() if v is not None}
+
+
 def is_tracing_enabled(tracer):
     with tracer.start_as_current_span("check_tracing") as span:
         return span.is_recording()
@@ -72,7 +84,7 @@ class Telemetry(TelemetryBase):
                 # https://opentelemetry.io/docs/languages/sdk-configuration/otlp-exporter
                 span_exporter = OTLPSpanExporter()
                 span_processor = BatchSpanProcessor(span_exporter)
-                trace.get_tracer_provider().add_span_processor(span_processor)
+                cast(TracerProvider, trace.get_tracer_provider()).add_span_processor(span_processor)
 
                 metric_reader = PeriodicExportingMetricReader(OTLPMetricExporter())
                 metric_provider = MeterProvider(metric_readers=[metric_reader])
@@ -90,7 +102,7 @@ class Telemetry(TelemetryBase):
 
     async def shutdown(self) -> None:
         if self.is_otel_endpoint_set:
-            trace.get_tracer_provider().force_flush()
+            cast(TracerProvider, trace.get_tracer_provider()).force_flush()
 
     async def log_event(self, event: Event, ttl_seconds: int = 604800) -> None:
         if isinstance(event, UnstructuredLogEvent):
@@ -131,7 +143,7 @@ class Telemetry(TelemetryBase):
                 unit=unit,
                 description=f"Counter for {name}",
             )
-        return _GLOBAL_STORAGE["counters"][name]
+        return cast(metrics.Counter, _GLOBAL_STORAGE["counters"][name])
 
     def _get_or_create_gauge(self, name: str, unit: str) -> metrics.ObservableGauge:
         assert self.meter is not None
@@ -141,7 +153,7 @@ class Telemetry(TelemetryBase):
                 unit=unit,
                 description=f"Gauge for {name}",
             )
-        return _GLOBAL_STORAGE["gauges"][name]
+        return cast(metrics.ObservableGauge, _GLOBAL_STORAGE["gauges"][name])
 
     def _log_metric(self, event: MetricEvent) -> None:
         # Add metric as an event to the current span
@@ -176,10 +188,10 @@ class Telemetry(TelemetryBase):
             return
         if isinstance(event.value, int):
             counter = self._get_or_create_counter(event.metric, event.unit)
-            counter.add(event.value, attributes=event.attributes)
+            counter.add(event.value, attributes=_clean_attributes(event.attributes))
         elif isinstance(event.value, float):
             up_down_counter = self._get_or_create_up_down_counter(event.metric, event.unit)
-            up_down_counter.add(event.value, attributes=event.attributes)
+            up_down_counter.add(event.value, attributes=_clean_attributes(event.attributes))
 
     def _get_or_create_up_down_counter(self, name: str, unit: str) -> metrics.UpDownCounter:
         assert self.meter is not None
@@ -189,7 +201,7 @@ class Telemetry(TelemetryBase):
                 unit=unit,
                 description=f"UpDownCounter for {name}",
             )
-        return _GLOBAL_STORAGE["up_down_counters"][name]
+        return cast(metrics.UpDownCounter, _GLOBAL_STORAGE["up_down_counters"][name])
 
     def _log_structured(self, event: StructuredLogEvent, ttl_seconds: int) -> None:
         with self._lock:
@@ -217,7 +229,8 @@ class Telemetry(TelemetryBase):
                 if event.payload.parent_span_id:
                     parent_span_id = int(event.payload.parent_span_id, 16)
                     parent_span = _GLOBAL_STORAGE["active_spans"].get(parent_span_id)
-                    context = trace.set_span_in_context(parent_span)
+                    if parent_span is not None:
+                        context = trace.set_span_in_context(parent_span)
                 elif traceparent:
                     carrier = {
                         "traceparent": traceparent,
@@ -228,23 +241,25 @@ class Telemetry(TelemetryBase):
                 span = tracer.start_span(
                     name=event.payload.name,
                     context=context,
-                    attributes=event.attributes or {},
+                    attributes=_clean_attributes(event.attributes) or {},
                 )
                 _GLOBAL_STORAGE["active_spans"][span_id] = span
 
             elif isinstance(event.payload, SpanEndPayload):
-                span = _GLOBAL_STORAGE["active_spans"].get(span_id)
+                end_span = cast(trace.Span | None, _GLOBAL_STORAGE["active_spans"].get(span_id))
-                if span:
+                if end_span:
                     if event.attributes:
-                        span.set_attributes(event.attributes)
+                        cleaned_attrs = _clean_attributes(event.attributes)
+                        if cleaned_attrs:
+                            end_span.set_attributes(cleaned_attrs)
 
                     status = (
                         trace.Status(status_code=trace.StatusCode.OK)
                         if event.payload.status == SpanStatus.OK
                         else trace.Status(status_code=trace.StatusCode.ERROR)
                     )
-                    span.set_status(status)
+                    end_span.set_status(status)
-                    span.end()
+                    end_span.end()
                     _GLOBAL_STORAGE["active_spans"].pop(span_id, None)
             else:
                 raise ValueError(f"Unknown structured log event: {event}")