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27 changes: 20 additions & 7 deletions vllm/engine/llm_engine.py
Original file line number Diff line number Diff line change
Expand Up @@ -1862,8 +1862,14 @@ def create_trace_span(self, seq_group: SequenceGroup) -> None:
context=trace_context,
start_time=arrival_time_nano_seconds) as seq_span:
metrics = seq_group.metrics
ttft = metrics.first_token_time - metrics.arrival_time
e2e_time = metrics.finished_time - metrics.arrival_time

# Handle potential None values for cancelled/aborted requests
ttft = (metrics.first_token_time - metrics.arrival_time
if metrics.first_token_time is not None else None)

e2e_time = (metrics.finished_time - metrics.arrival_time
if metrics.finished_time is not None else None)

seq_span.set_attribute(SpanAttributes.GEN_AI_RESPONSE_MODEL,
self.model_config.model)
seq_span.set_attribute(SpanAttributes.GEN_AI_REQUEST_ID,
Expand All @@ -1886,11 +1892,18 @@ def create_trace_span(self, seq_group: SequenceGroup) -> None:
seq.get_output_len()
for seq in seq_group.get_finished_seqs()
]))
seq_span.set_attribute(SpanAttributes.GEN_AI_LATENCY_TIME_IN_QUEUE,
metrics.time_in_queue)
seq_span.set_attribute(
SpanAttributes.GEN_AI_LATENCY_TIME_TO_FIRST_TOKEN, ttft)
seq_span.set_attribute(SpanAttributes.GEN_AI_LATENCY_E2E, e2e_time)

# Only set timing attributes if the values are available
if metrics.time_in_queue is not None:
seq_span.set_attribute(
SpanAttributes.GEN_AI_LATENCY_TIME_IN_QUEUE,
metrics.time_in_queue)
if ttft is not None:
seq_span.set_attribute(
SpanAttributes.GEN_AI_LATENCY_TIME_TO_FIRST_TOKEN, ttft)
if e2e_time is not None:
seq_span.set_attribute(SpanAttributes.GEN_AI_LATENCY_E2E,
e2e_time)
if metrics.scheduler_time is not None:
seq_span.set_attribute(
SpanAttributes.GEN_AI_LATENCY_TIME_IN_SCHEDULER,
Expand Down