feat(api): Phase 15.3 Deep Linking 三系統互連
實現 Sentry ↔ SignOz ↔ Langfuse 零斷鏈觀測: 新增 deep_linking.py: - SignOz Trace URL 生成器 - Langfuse Trace URL 生成器 - Sentry Issue URL 生成器 - get_all_links() 統一取得所有連結 整合點: - main.py: Sentry before_send 注入 otel_trace_id + signoz_trace_url - langfuse_client.py: 自動注入 OTEL trace_id 到 metadata - openclaw.py: SignOz span 記錄 langfuse.trace_id 反向連結 架構圖: ┌─────────┐ trace_id ┌─────────┐ trace_id ┌──────────┐ │ Sentry │◄────────►│ SignOz │◄────────►│ Langfuse │ │ Errors │ │ Traces │ │ LLMOps │ └─────────┘ └─────────┘ └──────────┘ Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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@@ -1,21 +1,23 @@
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"""
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Langfuse LLMOps Client - Phase 15.1
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===================================
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Langfuse LLMOps Client - Phase 15.1 + 15.3
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==========================================
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LLM 呼叫追蹤、成本監控、Prompt 版本管理
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Phase 15.1 (2026-03-26)
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Phase 15.1 (2026-03-26): 基礎整合
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Phase 15.3 (2026-03-26): Deep Linking (Langfuse ↔ SignOz)
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端點: http://192.168.0.110:3100 (DevOps 金庫)
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Features:
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- 自動追蹤所有 LLM 呼叫 (Ollama/Gemini/Claude)
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- 成本估算與監控
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- Prompt 版本管理
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- 與 OTEL Trace 整合
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- **Phase 15.3**: OTEL Trace 整合 (SignOz Deep Link)
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Usage:
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from src.services.langfuse_client import get_langfuse, langfuse_trace
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# 方法 1: Context Manager
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# 方法 1: Context Manager (自動整合 OTEL trace_id)
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async with langfuse_trace("openclaw_decision") as trace:
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result = await call_llm(prompt)
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trace.generation(
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@@ -24,6 +26,7 @@ Usage:
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input=prompt,
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output=result,
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)
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# trace.metadata 自動包含 signoz_trace_url
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# 方法 2: 裝飾器
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@langfuse_observe(name="analyze_incident")
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@@ -88,21 +91,53 @@ def get_langfuse():
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class LangfuseTraceContext:
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"""Langfuse Trace Context for tracking LLM calls"""
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"""
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Langfuse Trace Context for tracking LLM calls
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Phase 15.3: 自動整合 OTEL trace_id,實現 Langfuse ↔ SignOz Deep Linking
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"""
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def __init__(self, name: str, metadata: dict[str, Any] | None = None):
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self.name = name
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self.metadata = metadata or {}
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self.trace = None
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self._client = get_langfuse()
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self._otel_trace_id: str | None = None
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self._langfuse_trace_id: str | None = None
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def __enter__(self):
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if self._client:
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try:
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# Phase 15.3: 取得當前 OTEL trace_id 並注入 metadata
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from src.core.deep_linking import DeepLinking
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from src.core.telemetry import get_current_trace_id
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self._otel_trace_id = get_current_trace_id()
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# 建立含 SignOz Deep Link 的 metadata
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enriched_metadata = {**self.metadata}
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if self._otel_trace_id:
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enriched_metadata["otel_trace_id"] = self._otel_trace_id
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enriched_metadata["signoz_trace_url"] = DeepLinking.signoz_trace_url(
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self._otel_trace_id
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)
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self.trace = self._client.trace(
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name=self.name,
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metadata=self.metadata,
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metadata=enriched_metadata,
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)
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# 記錄 Langfuse trace_id 供反向連結
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if self.trace:
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self._langfuse_trace_id = self.trace.id
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logger.debug(
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"langfuse_trace_started",
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name=self.name,
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otel_trace_id=self._otel_trace_id,
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langfuse_trace_id=self._langfuse_trace_id,
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)
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except Exception as e:
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logger.warning("langfuse_trace_start_failed", error=str(e))
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return self
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@@ -111,6 +146,16 @@ class LangfuseTraceContext:
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# Langfuse auto-flushes, no explicit close needed
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pass
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@property
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def otel_trace_id(self) -> str | None:
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"""取得關聯的 OTEL trace_id"""
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return self._otel_trace_id
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@property
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def langfuse_trace_id(self) -> str | None:
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"""取得 Langfuse trace_id"""
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return self._langfuse_trace_id
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def generation(
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self,
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name: str,
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@@ -832,7 +832,7 @@ class OpenClawService:
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logger.info("mock_mode_enabled", using="mock_llm")
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return self._generate_mock_response(alert_context or {}, signoz_metrics), "mock", True
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# Phase 15.1: Langfuse 追蹤整合
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# Phase 15.1 + 15.3: Langfuse 追蹤整合 + SignOz Deep Linking
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with langfuse_trace(
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"openclaw_fallback_chain",
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metadata={
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@@ -841,6 +841,21 @@ class OpenClawService:
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"alert_fingerprint": (alert_context or {}).get("fingerprint", "unknown"),
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},
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) as trace:
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# Phase 15.3: SignOz → Langfuse 反向連結
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# 在當前 OTEL span 中記錄 Langfuse trace_id
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if trace.langfuse_trace_id:
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from opentelemetry import trace as otel_trace
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from src.core.deep_linking import DeepLinking
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current_span = otel_trace.get_current_span()
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if current_span:
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current_span.set_attribute("langfuse.trace_id", trace.langfuse_trace_id)
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current_span.set_attribute(
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"langfuse.trace_url",
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DeepLinking.langfuse_trace_url(trace.langfuse_trace_id),
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)
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for provider in settings.AI_FALLBACK_ORDER:
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logger.info("ai_provider_attempt", provider=provider)
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