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[FIX] Add MultiIndex support #175

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merged 5 commits into from
Jan 5, 2024
Merged

[FIX] Add MultiIndex support #175

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90703c8
fix(corr_interactive_plot): add MultiIndex support
m-marqx Dec 21, 2023
72cf47b
Update describe.py
akanz1 Dec 26, 2023
8588501
Update describe.py
akanz1 Dec 26, 2023
577398a
Update describe.py
akanz1 Dec 26, 2023
de59319
Update describe.py
akanz1 Dec 26, 2023
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15 changes: 12 additions & 3 deletions src/klib/describe.py
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Original file line number Diff line number Diff line change
Expand Up @@ -428,7 +428,7 @@
return ax


def corr_interactive_plot(
def corr_interactive_plot( # noqa: C901
data: pd.DataFrame,
split: Literal["pos", "neg", "high", "low"] | None = None,
threshold: float = 0.0,
Expand Down Expand Up @@ -591,6 +591,15 @@

vtext = corr.round(2).fillna("") if annot else None

corr_columns = corr.columns
corr_index = corr.index

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src/klib/describe.py#L594-L595 

Added lines #L594 - L595 were not covered by tests

if isinstance(corr_columns, pd.MultiIndex):
corr_columns = ["-".join(col) for col in corr.columns]

if isinstance(corr_index, pd.MultiIndex):
corr_index = ["-".join(idx) for idx in corr.index]

# Specify kwargs for the heatmap
kwargs = {
"colorscale": cmap,
Expand All @@ -599,8 +608,8 @@
"text": vtext,
"texttemplate": "%{text}",
"textfont": {"size": 12},
"x": corr.columns,
"y": corr.index,
"x": corr_columns,
"y": corr_index,
"z": corr,
**kwargs,
}
Expand Down