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Fix parameter distribution heatmap #58

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Merged
merged 4 commits into from
Aug 29, 2019
Merged

Fix parameter distribution heatmap #58

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1ccca2b
Fix parameter distribution heatmap
Aug 28, 2019
9712243
Improve Fix parameter distribution heatmap
Aug 28, 2019
547e985
Improve Fix parameter distribution heatmap to avoid use of depreciati…
Aug 28, 2019
2251185
Merge branch 'master' into parameter_fix
anders-kiaer Aug 29, 2019
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15 changes: 11 additions & 4 deletions webviz_subsurface/containers/_parameter_distribution.py
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Original file line number Diff line number Diff line change
Expand Up @@ -321,13 +321,20 @@ def render_matrix(ensemble_path):

data = get_parameters(ensemble_path).apply(pd.to_numeric, errors='coerce')\
.dropna(how='all', axis='columns')
values = list(data.corr().values)

# .dopna() required to remove undefined entries in correlation matrix after
# it is calcualted. Correlations between constants yield nan values since
# they are undefined.
# Passing tuple or list to drop on multiple axes is deprecated since
# version 0.23.0. Therefor split in 2x .dropnan()
corr_data = data.corr().dropna(axis='index', how='all') \
.dropna(axis='columns', how='all')

data = {
'type': 'heatmap',
'x': data.columns,
'y': data.columns,
'z': values,
'x': corr_data.columns,
'y': corr_data.columns,
'z': list(corr_data.values),
'zmin': -1,
'zmax': 1
}
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