Clustering Parameter Refinements & Unified Slot Assignment - #552

Merged

FBumann merged 35 commits into

feature/aggregate-rework-v2from

feature/tsam-params

Jan 5, 2026

Commits on Jan 3, 2026

Improve documentation and improve CHANGELOG.md
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85911e8
FIx CHangelog and change to v6.0.0
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e4cd270
FIx CHangelog and change to v6.0.0
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c20f94f
FIx CHangelog and change to v6.0.0
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c6c9a75

Commits on Jan 4, 2026

Enhanced Clustering Control
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3d8e600
Dimension renamed: original_period → original_cluster
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0abdb00
Problem: Expanded FlowSystem from clustering didn't have the extra timestep that regular FlowSystems have.
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21f96c2
- '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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8ffd185
Add variable and color to auto resolving in fxplot
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57c9cb1
Added 'variable' to both priority lists and updated the logic to treat it consistently:
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df1fac1
Improve plotting, especially for clustering
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829c342
Drop cluster index when expanding
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ed80f89
Fix storage expansion
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3dc7eec
Improve clustering
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6b0579f
fix scatter plot faceting
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b2539d8
⏺ Fixed the documentation in the notebook:
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e48ff17
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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285e07b
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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c126115
Fix pie plot animation frame and add warnings for unassigned dims
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1488721
Merge branch 'feature/aggregate-rework-v2' into feature/tsam-params
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ee788c9
Merge branch 'feature/aggregate-rework-v2' into feature/tsam-params
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cf0dcfa
Merge remote-tracking branch 'origin/feature/tsam-params' into feature/tsam-params
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329941d
Merge branch 'feature/aggregate-rework-v2' into feature/tsam-params
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96e2f32

Commits on Jan 5, 2026

Change logger warning to regular warning
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e18966b
⏺ The centralized slot assignment system is now complete. Here's a summary of the changes made:
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87ce351
Add slot_order to config
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947ccd9
Add new assign_slots() method
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b1336f6
Add new assign_slots() method
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28bb631
Fix heatmap and convert all to use fxplot
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4f8407a
Fix heatmap
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a4d4681
Fix heatmap
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ae5655d
Fix heatmap
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56b1838
Fix heatmap
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56719e8
Merge branch 'feature/aggregate-rework-v2' into feature/tsam-params
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4e7810d
Squeeze signleton dims in heatmap()
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c6da15f