feat: add violin plot option and threshold line to metric histograms#2460
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nuthalapativarun wants to merge 1 commit into
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feat: add violin plot option and threshold line to metric histograms#2460nuthalapativarun wants to merge 1 commit into
nuthalapativarun wants to merge 1 commit into
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Adds a histogram/violin toggle and pass/fail threshold line to the 'Metric Histograms' tab on the Leaderboard page. - Histogram bars colored by mean score category (pass/warn/fail) - Violin plot shows box, mean line, and individual data points - Dashed threshold line at 0.7 (higher-is-better) or 0.3 (lower) - feedback_directions propagated from render_leaderboard to _render_plot_tab Closes truera#2419
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Description
Enhances the "Metric Histograms" tab on the Leaderboard page with violin plots and score threshold lines. Closes #2419.
Changes to
src/dashboard/trulens/dashboard/tabs/Leaderboard.py:st.radioselector lets users switch betweenHistogramandViolinchart typesCATEGORY.of_score()andCategory.colorgo.Violin):feedback_directionspassed fromrender_leaderboarddown to_render_plot_tabso threshold direction is accurate per metricOther details good to know for developers
The existing "Metric Histograms" tab already used
go.Histogramandplotly— this PR builds on that foundation.go.Violinis part of the sameplotly.graph_objectsimport already present.Type of change