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Tradeoff analysis#121

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maryamtahhan wants to merge 3 commits into
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maryamtahhan:tradeoff-analysis
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Tradeoff analysis#121
maryamtahhan wants to merge 3 commits into
redhat-et:mainfrom
maryamtahhan:tradeoff-analysis

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maryamtahhan and others added 3 commits May 5, 2026 13:47
Adds new Streamlit page with GPU-style performance charts showing
throughput/core vs latency and throughput/core vs interactivity tradeoffs.

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Signed-off-by: Maryam Tahhan <mtahhan@redhat.com>
…nce charts

- Add interactive toggles: Log Scale, Optimal Only, Show Concurrency Labels
- Simplify legend text to "Platform | Cores" format (detailed info in hover)
- Add optional concurrency labels on data points
- Implement Pareto-optimal point filtering
- Reduce legend width from 400px to 250px
- Add concurrency to hover tooltip for all points

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Signed-off-by: Maryam Tahhan <mtahhan@redhat.com>
- Remove managed-only filter to support both managed and external tests
- Add mode selector when both test types are present
- Handle tests without core count data (external endpoints)
- Dynamically adjust chart labels and metrics based on data availability
- Add vllm_endpoint_url and model_source to data loader
- Filter out core=0 from selection unless that's all available
- Use raw throughput when per-core data unavailable
- Skip groups with no valid data in charts

This enables the dashboard to show interactivity metrics for
external vLLM CPU endpoints with high concurrency (e.g., 160 users).

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Signed-off-by: Maryam Tahhan <mtahhan@redhat.com>
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