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[GuideLLM Refactor] Complete CSV output #378

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[GuideLLM Refactor] Complete CSV output #378

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22 changes: 22 additions & 0 deletions src/guidellm/benchmark/output.py
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Original file line number Diff line number Diff line change
Expand Up @@ -579,6 +579,13 @@ async def finalize(self, report: GenerativeBenchmarksReport) -> Path:
benchmark_headers: list[str] = []
benchmark_values: list[str | float | list[float]] = []

# Add basic run description info
desc_headers, desc_values = (
self._get_benchmark_desc_headers_and_values(benchmark)
)
benchmark_headers.extend(desc_headers)
benchmark_values.extend(desc_values)

# Add status-based metrics
for status in StatusDistributionSummary.model_fields:
status_headers, status_values = (
Expand Down Expand Up @@ -684,6 +691,21 @@ def _get_benchmark_status_metrics_stats(
]
return headers, values

def _get_benchmark_extras_headers_and_values(
self, benchmark: GenerativeBenchmark,
) -> tuple[list[str], list[str]]:
headers = ["Profile", "Backend", "Generator Data"]
values: list[str] = [
benchmark.benchmarker.profile.model_dump_json(),
json.dumps(benchmark.benchmarker.backend),
json.dumps(benchmark.benchmarker.requests["attributes"]["data"]),
]

if len(headers) != len(values):
raise ValueError("Headers and values length mismatch.")

return headers, values


@GenerativeBenchmarkerOutput.register("html")
class GenerativeBenchmarkerHTML(GenerativeBenchmarkerOutput):
Expand Down
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