Clustering Parameter Refinements & Unified Slot Assignment#552

Merged

FBumann merged 35 commits intofeature/aggregate-rework-v2from

feature/tsam-params

Jan 5, 2026

Commits on Jan 4, 2026

Enhanced Clustering Control
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Dimension renamed: original_period → original_cluster
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Problem: Expanded FlowSystem from clustering didn't have the extra timestep that regular FlowSystems have.
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- 'variable' is treated as a special valid facet value (since it exists in the melted DataFrame from data_var names, not as a dimension)
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Add variable and color to auto resolving in fxplot
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Added 'variable' to both priority lists and updated the logic to treat it consistently:
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Improve plotting, especially for clustering
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Drop cluster index when expanding
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Fix storage expansion
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Improve clustering
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fix scatter plot faceting
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⏺ Fixed the documentation in the notebook:
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1. Error handling for accuracyIndicators() - Added try/except with warning log and empty DataFrame fallback, plus handling empty DataFrames when building the metrics Dataset
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1. DataFrame truth ambiguity - Changed non_empty_metrics.get(first_key) or next(...) to explicit if metrics_df is None: check
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Fix pie plot animation frame and add warnings for unassigned dims
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Merge branch 'feature/aggregate-rework-v2' into feature/tsam-params
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Merge branch 'feature/aggregate-rework-v2' into feature/tsam-params
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Merge remote-tracking branch 'origin/feature/tsam-params' into feature/tsam-params
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Merge branch 'feature/aggregate-rework-v2' into feature/tsam-params
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Commits on Jan 5, 2026