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revert: "fix(ops): add streaming metrics and LLM span for agent-chat traces" (#29469)
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@@ -222,59 +222,6 @@ class TencentSpanBuilder:
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links=links,
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)
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@staticmethod
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def build_message_llm_span(
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trace_info: MessageTraceInfo, trace_id: int, parent_span_id: int, user_id: str
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) -> SpanData:
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"""Build LLM span for message traces with detailed LLM attributes."""
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status = Status(StatusCode.OK)
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if trace_info.error:
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status = Status(StatusCode.ERROR, trace_info.error)
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# Extract model information from `metadata`` or `message_data`
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trace_metadata = trace_info.metadata or {}
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message_data = trace_info.message_data or {}
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model_provider = trace_metadata.get("ls_provider") or (
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message_data.get("model_provider", "") if isinstance(message_data, dict) else ""
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)
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model_name = trace_metadata.get("ls_model_name") or (
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message_data.get("model_id", "") if isinstance(message_data, dict) else ""
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)
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inputs_str = str(trace_info.inputs or "")
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outputs_str = str(trace_info.outputs or "")
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attributes = {
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GEN_AI_SESSION_ID: trace_metadata.get("conversation_id", ""),
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GEN_AI_USER_ID: str(user_id),
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GEN_AI_SPAN_KIND: GenAISpanKind.GENERATION.value,
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GEN_AI_FRAMEWORK: "dify",
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GEN_AI_MODEL_NAME: str(model_name),
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GEN_AI_PROVIDER: str(model_provider),
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GEN_AI_USAGE_INPUT_TOKENS: str(trace_info.message_tokens or 0),
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GEN_AI_USAGE_OUTPUT_TOKENS: str(trace_info.answer_tokens or 0),
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GEN_AI_USAGE_TOTAL_TOKENS: str(trace_info.total_tokens or 0),
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GEN_AI_PROMPT: inputs_str,
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GEN_AI_COMPLETION: outputs_str,
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INPUT_VALUE: inputs_str,
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OUTPUT_VALUE: outputs_str,
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}
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if trace_info.is_streaming_request:
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attributes[GEN_AI_IS_STREAMING_REQUEST] = "true"
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return SpanData(
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trace_id=trace_id,
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parent_span_id=parent_span_id,
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span_id=TencentTraceUtils.convert_to_span_id(trace_info.message_id, "llm"),
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name="GENERATION",
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start_time=TencentSpanBuilder._get_time_nanoseconds(trace_info.start_time),
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end_time=TencentSpanBuilder._get_time_nanoseconds(trace_info.end_time),
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attributes=attributes,
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status=status,
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)
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@staticmethod
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def build_tool_span(trace_info: ToolTraceInfo, trace_id: int, parent_span_id: int) -> SpanData:
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"""Build tool span."""
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@@ -107,12 +107,8 @@ class TencentDataTrace(BaseTraceInstance):
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links.append(TencentTraceUtils.create_link(trace_info.trace_id))
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message_span = TencentSpanBuilder.build_message_span(trace_info, trace_id, str(user_id), links)
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self.trace_client.add_span(message_span)
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# Add LLM child span with detailed attributes
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parent_span_id = TencentTraceUtils.convert_to_span_id(trace_info.message_id, "message")
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llm_span = TencentSpanBuilder.build_message_llm_span(trace_info, trace_id, parent_span_id, str(user_id))
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self.trace_client.add_span(llm_span)
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self.trace_client.add_span(message_span)
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self._record_message_llm_metrics(trace_info)
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