llm-trace-sampler-py 0.1.0

Sample LLM traces by risk, errors, latency, and deterministic ids. Python port of @mukundakatta/llm-trace-sampler.

llm-trace-sampler-py

Sample LLM traces by risk, errors, latency, and deterministic ids. Pure Python, zero deps. Python port of @mukundakatta/llm-trace-sampler.

pip install llm-trace-sampler-py

from llm_trace_sampler import should_sample_trace, sample_traces

# Always sample errors / high-risk / slow traces; sample 10% of the rest.
should_sample_trace({"id": "abc", "error": "boom"})
# SampleDecision(sample=True, reason='priority')

sampled = sample_traces(my_traces, rate=0.1, risk_threshold=0.7, latency_ms=10_000)

Deterministic by trace id — the same id is always sampled / not sampled.

License

MIT