""" OpenTelemetry 桥接 (Phase 1.I 标准化) ===================================== 设计基准(标准对照表见 STANDARDS_AUDIT_2026-07-24.md §I): - 标准:OpenTelemetry SDK + OTLP gRPC exporter —— 云原生可观测事实标准。 - traces:span 经 observability.span() 嵌套导出(见 observability.py)。 - metrics:MeterProvider 经 OTLP 导出 span 耗时直方图 + 调用计数,供 Grafana 出图。 - 失败安全(生产红线):若 OTLP 端点不可达 / 初始化异常,自动降级为 no-op, 绝不阻断业务请求、不产生未捕获异常。 - 门控:OTEL_ENABLED=1 默认开启;置 0 则零开销、不走 OTel。 - 发射目标:OTEL_EXPORTER_OTLP_ENDPOINT,默认 http://qihu-aiflow-alloy:4317 (经 Grafana Alloy 桥接 OTLP→Prometheus,再由 Prometheus 喂给 Grafana 出图)。 对外 API: init_otel() 首次调用时构建 TracerProvider + MeterProvider(幂等) get_tracer() 返回 tracer(未启用/失败则 None) get_meter() 返回 meter(未启用/失败则 None) current_span_cm(name) 返回一个 OTel span 的上下文管理器(供 observability 嵌套) record_span_metrics(name, elapsed_ms, status) 记录 span 指标(耗时直方图 + 计数) """ import os import logging logger = logging.getLogger(__name__) _ENABLED = os.getenv("OTEL_ENABLED", "1") not in ("0", "false", "False", "") _ENDPOINT = os.getenv("OTEL_EXPORTER_OTLP_ENDPOINT", "http://qihu-aiflow-alloy:4317").rstrip("/") if not _ENDPOINT.startswith("http://") and not _ENDPOINT.startswith("https://"): _ENDPOINT = "http://" + _ENDPOINT _tracer = None _meter = None _initialized = False _duration_hist = None _span_counter = None def init_otel() -> None: """构建 TracerProvider + MeterProvider(幂等)。失败则降级为 no-op。""" global _tracer, _meter, _initialized if _initialized: return _initialized = True if not _ENABLED: logger.info("[otel] disabled (OTEL_ENABLED=0)") return try: from opentelemetry import trace, metrics from opentelemetry.sdk.resources import Resource from opentelemetry.semconv.resource import ResourceAttributes from opentelemetry.sdk.trace import TracerProvider from opentelemetry.sdk.trace.export import BatchSpanProcessor from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import ( OTLPSpanExporter, ) from opentelemetry.sdk.metrics import MeterProvider from opentelemetry.sdk.metrics.export import PeriodicExportingMetricReader from opentelemetry.exporter.otlp.proto.grpc.metric_exporter import ( OTLPMetricExporter, ) resource = Resource.create({ResourceAttributes.SERVICE_NAME: "qihu-aiflow"}) # --- traces --- trace_provider = TracerProvider(resource=resource) trace_provider.add_span_processor( BatchSpanProcessor(OTLPSpanExporter(endpoint=_ENDPOINT, insecure=True)) ) trace.set_tracer_provider(trace_provider) _tracer = trace.get_tracer("qihu-aiflow") # --- metrics --- metric_reader = PeriodicExportingMetricReader( OTLPMetricExporter(endpoint=_ENDPOINT, insecure=True) ) meter_provider = MeterProvider(resource=resource, metric_readers=[metric_reader]) metrics.set_meter_provider(meter_provider) _meter = metrics.get_meter("qihu-aiflow") logger.info(f"[otel] tracer+meter ready -> {_ENDPOINT}") except Exception as e: # pragma: no cover - 降级保护 logger.warning(f"[otel] init failed, degraded to no-op: {e}") _tracer = None _meter = None def get_tracer(): """返回 tracer;首次调用触发 init。未启用/失败返回 None。""" if _tracer is None and _ENABLED: init_otel() return _tracer def get_meter(): """返回 meter;首次调用触发 init。未启用/失败返回 None。""" if _meter is None and _ENABLED: init_otel() return _meter def current_span_cm(name: str, attributes: dict | None = None): """返回一个 OTel span 的上下文管理器(同步/异步通用)。失败时返回 None。""" tr = get_tracer() if tr is None: return None try: return tr.start_as_current_span(name, attributes=attributes or {}) except Exception as e: # pragma: no cover logger.warning(f"[otel] start_span failed: {e}") return None def record_span_metrics(name: str, elapsed_ms: float, status: str) -> None: """记录 span 指标:耗时直方图 + 调用计数(供 Grafana 出图)。失败安全。""" m = get_meter() if m is None: return global _duration_hist, _span_counter try: if _duration_hist is None: _duration_hist = m.create_histogram( "aiflow_span_duration_ms", "Span duration in milliseconds" ) _span_counter = m.create_counter("aiflow_span_count", "Span invocation count") attrs = {"span": name, "status": status} _duration_hist.record(elapsed_ms, attrs) _span_counter.add(1, attrs) except Exception: # pragma: no cover pass